Sunday, March 23, 2014

A Pure Neoclassical Theory of the Firm III (Microeconomics)

Analyzing Production

To this point, I have developed a function to deal with the quantitative relationship between factor inputs and final commodity outputs (a production function), and I have developed a separate function to deal with the cost from renting/hiring diverse quantities of production factors at objective factor market prices (a cost function).  Now, I am going to put the two together in order to analyze how Walrasian/Paretian firms maximize profits relative to factor cost constraints. 
         Conceptually, all firms deal continuously with the problem of how to maximize output relative to a particular level of investment in factor inputs.  In the theoretic world of a general equilibrium economy, however, we will assume that this task is rigorously mathematical and, hence, yields a definite, knowable result for every level of total cost and for every desired level of output.  Mathematically, in reference to differential calculus, our task amounts to a constrained maximization of the production function in relation to the objective limitations imposed by the cost function.  This procedure finds a definitive maximum output level that can be realized for any given set of total factor input costs, a point that I intend to prove mathematically in the next section relative to Cobb-Douglas-type production functions.  Approaching from the opposite direction, for every conceivable level output, the procedure enables us to find a particular combination of factor inputs at objective factor market prices that will minimize production costs. 
          Graphically, we will be superimposing, in three-dimensional xlk-space, the production function and the cost function, even if, in practical terms, we will analyze level curves in two-dimensional lk because, graphically, it is just easier to draw and explain.  On the one hand, in terms of the cost function, we are asking what is the highest possible level of production that we can reach, measured by the intersection of isoquant and isocost curves.  On the other hand, in terms of the production function, we are asking what is the lowest conceivable level of cost that we can reach, measured by the intersection of isoquant and isocost curves, for any given output level.  Intuitively, the results here, demonstrated in figures 9 and 10, will be represented by points of tangency between isoquant and isocost functions.  The remainder of my explanation in this section will seek to explain why these points of tangency represent profit maximizing/cost minimizing combinations of labor and capital.
    Figure 9: Four production levels (1, 2, 3, and 4) evaluated against a fixed total cost level 0. 
Elaborating on my graphical demonstration in figure 9, a given firm is faced with a particular situation.  It maintains a fixed quantity of financing to rent labor and capital, enabling it to expend up to but not over some unidentified 0-level of total costs (my choice of 0 for the total cost level should not be construed to mean zero-total costs - I was just trying to find some arbitrary identifying subscript for the level of total cost incurred by the firm and selected the term 0 by chance!).  Faced with a tangible limit on its financing, the firm seeks, rationally, to maximize its profits in the production of the good it offers to the market (expressed by its production function).  If, under the assumption that the firm is a price taker incapable of affecting the output price for its good in final commodity markets, then the sole conceivable sales limit faced by the firm might be the scale of its market and its share of total sales within the market.  Here, however, we will continue to assume, in the framework of general equilibrium thinking, that any limits of this nature have already been resolved in the determination of the firm's financing.  That is to say, households possessing money capital will only lend to the firm up to the point where it will be able to liquidate all of its marketable goods and not incur any costs from accumulating inventories.  Therefore, whatever the firm produces it will sell at the objective final commodity output price.  With this in mind, a profit maximizing firm is going to attempt to maximize its output relative to a given level of total costs.
           Analyzing points of intersection between isocost curve IC0, denoting all possible combinations of labor and capital that the firm can rent at total cost 0, and the production function generating isoquant curves 1, 2, 3, and 4, certain insights should be readily apparent.  First, at total cost level 0, the firm is simply incapable of realizing output level 4.  The totality of the isoquant curve I4 denoting this output level lies above isocost curve IC0.  No combination of labor and capital available at total cost 0 will enable the firm to produce at this level.  Second, two unidentified combinations of labor and capital, denoted by intersections between I1 and IC0, will enable the firm to produce at output level 1.  I have not bothered to identify these points because, as it should be pretty obvious, under the assumption that the firm will be capable of selling all that it produces, it can do better by selecting combinations of labor and capital that will produce larger quantities of output than those denoted by level 1.  By the same reasoning, the points B and C on isoquant I2 can be produced with given combinations of labor (lb and lc) and capital (kb and kc) for a total cost 0, but, if the firm can sell every unit of output it produces at the same output market price, it would be worthwhile for it to see if there is some larger quantity of output that it can reach at the same level of total cost.  This higher level of output exists with the combination of labor (la) and capital (ka) denoted by the point A, where isocost curve IC0 intersects with isoquant curve I3 at a single point of tangency.  Under the strict set of assumptions that the firm is a price taker constrained by a definite maximum level of financing and that it can sell every unit of output it produces at a known, fixed, objective output price, the firm must maximize profits where it is maximizing output for any given total cost level, denoted here by a single point of intersection between an isocost curve and the highest attainable isoquant curve. 
    Figure 10: Evaluating a fixed level of production output with multiple combinations of labor and capital at multiple levels of total cost.
Figure 10 offers us an opportunity to graphically approach the problem of profit maximization from another direction.  If, in terms of our analysis of figure 9, firms facing objective output prices rationally attempt to maximize output relative to cost constraints, the same firms may conceive their profit maximization problem from the framework of cost minimization given a target level of output.  Such an analysis proceeds from the designation of desired production level to the determination of an appropriate combination factors to minimize costs in the production of such a level.  In these terms, however, we are simply reversing the direction of our inquiry relative to figure 9. 
            As such, in figure 10, the firm has selected the output level 1, designated by the level isoquant curve I1.  An infinitely large range of possible factor input combinations will enable the firm to realize output level 1, but, at least for our purposes, only one combination will minimize the firm's costs for renting production factors.  I have simplified matters by showing just three total cost levels (11, 12, and 13), designated by isocost curves, and five available combinations, represented at point D, E, F, G, and H, to produce level 1 output.  To proceed through the same sort of logic used above, points D and H on isocost curve IC13 are both possible choices for the firm, but, among the identified combinations here, they are the most costly.  At point D, the firm is using a lot of capital and very little labor under conditions where the substitution of more labor for capital would reduce overall costs without affecting the firms output.  The opposite is true for point H, where the firm could add more capital and reduce both its labor costs and its total costs without affecting its output.  Moving from each of these points to more progressively balanced combinations of labor and capital, we can reach total cost level 12, with the two separate factor combinations E and G.  Again, at combination E, the firm could reduce its total costs from producing level 1 output by substituting more labor for capital.  At combination G, it could reduce its total costs by substituting more capital for labor.  Only when the firm reaches factor combination F on isocost curve IC11 does it minimize its costs.  This cost minimization outcome arises at a single point of tangency between the isoquant I1 representing the target output level and the lowest possible isocost curve IC11, representing the minimum possible level of total costs for producing output level 1. 
                Proceeding to the underlying mathematics/calculus of these outcomes, the previous sections/posts on the theory of the firm introduced two formal mathematical formulations that enable us (and our theoretic firms) to determine a unique profit maximizing/cost minimizing combination of production factors:
x1 = f(l1, k1)        (Production Function)
TC1 = Pll1 + Pkk1   (Cost Function)
Mathematically, the profit maximization procedure operates as maximization of the production function, constrained by the objective factor market pricing conditions of the cost function.  The easiest way to derive a solution to this problem, when we are dealing with a simple, two-variable factor (labor and capital) model, is to determine the factor combination(s) where the instantaneous rate of change in output from the production function given a change in one or the other factor is equal to the ratio of factor costs from the cost function.  I will first show that this result replicates the outcome of our graphical analysis and, subsequently, explain the conceptual relevance of the result in regard to the larger logic of general equilibrium thinking. 
              Repeating a procedure that I undertake in the first section, if I differentiate the production function with respect to each of the factors of production, I get the following first order partial derivative, defining the marginal products of capital and labor, respectively:
δx1/δk1 = fk(k1, l1) = MPk   (Marginal Product of Capital)
δx1/δl1 = fl(k1, l1) = MPl     (Marginal Product of Labor)      
Moving forward, I want to develop a formula approximating the total rate of change of the production function as we apply infinitely small change in for each of the production factors.  Conceptually, this involves the specification of a total differential for the production function, defined as:
δx1 = fk(k1, l1)δk1 + fl(k1, l1)δl1 = MPkΔk1 + MPl Δl1
This formulation states that we can approximate the total change in the production function as a sum of the rates of change for each independent variable, defined by their partial derivatives (i.e. the marginal products of capital and labor), times the change in each independent variable.  In differential calculus, such a procedure is really only valid for very small changes to a multivariate equation, in the limit as changes to the independent variables approach zero.  In this case, I am going to do something relevant in defining the graphical contours of our production function.  I am going to set the change in the function value δx1 equal to zero.  In this regard, we will redefine the terms of the total differential so that we can ask how the quantities of each production factor must change as we increase or decrease the other production factor under the condition that the total change in output remains constant (i.e. a change equal to zero).  Setting δx1 equal to 0 and manipulating algebraically, I get:
0  = fk(k1, l1)δk1 + fl(k1, l1)δl1 = MPkΔk1 + MPl Δl1
-(fl(k1, l1)δl1) = (fk(k1, l1)δk1)
-(fl(k1, l1)/fk(k1, l1)) = δk1/δl1 = Δk1/Δl1
The far left hand term in the last equation tells us something important about the slope of the production function, as we hold the function value constant.  Namely, it tells us that this slope is equal to a ratio of the marginal productivities of the two factors of production.  I will specifically label this ratio the marginal rate of technical substitution (MRTS), and, in the above case, we are specifically identifying the marginal rate of technical substitution of labor for capital (i.e. the rate for which the quantity of capial rented by the firm must be increased/decreased in order to maintain a constant level of output if we decrease/increase the quantity of labor services rented by the firm by one unit).  The MRTS is important, in itself, because it specifically identifies the slope of a level isoquant curve for a production function, where the function value is being held constant as we substitute factors of production.  The MRTS is negative, reflecting the negative slope of isoquant curves.  The negativity of the MRTS also implies that the marginal products for both factors of production, as the constituent arguments of the MRTS, must be positive along the surface of the isoquant curves.   
            Knowing the slope of an isoquant curve is important, moreover, because our graphical explanation of profit maximization/cost minimization requires that the firm produce at a point of tangency between an isoquant curve representing the target production quantity and the lowest available cost level represented by an isocost curve (or, alternately, a point of tangency between an isocost curve representing a target level of total costs and the highest available quantity of output represented by an isoquant curve).  I could generalize this condition to include more complex production functions, with continuous identifiable function values but piecewise ranges with extended linear segments.  I attempt to convey this idea in figure 11.
    Figure 11: Production Function with an extended internal linear range.
In figure 11, the production function containing isoquant curve I1 is a piecewise continuous function with one segment, at output level 1, defining the relationship between capital and labor with capital-labor ratios greater than (kA/lA), a second segment defining this relationship in a discrete range between capital-labor ratios (kA/lA) and (kB/lB), and a third segment defining this relationship for capital-labor ratios less than (kB/lB).  The particular set of relative prices embodied in the cost function in figure 11, represented by isocost curve IC11 at total cost level TC11, enables the production function to intersect with the cost function not at a single point of tangency but for an extended range of factor combinations, all of which are profit maximizing/cost minimizing.  Any infinitessimally small change in the factor price ratio here would disrupt this extended range of profit maximizing combinations for this level of output.  If the price of labor increased relative to capital, for example, a factor combination on the range to the left of point A (inclusive) would be selected.  Conversely, if the price of capital increased relative to capital, a factor combination to the right of point (inclusive) would be selected. 
               Complex production functions like the one represented in figure 11 share an important feature with simple production functions defined by continuous, smooth, non-linear indifference curves with tangent intersections to cost functions.  The points in which they intersect with cost functions are characterized by an equality of slopes between the cost function, represented by an isocost curve, and the production function, represented by an isoquant curve.  Therefore, if we are attempting to locate a profit maximizing/cost minimizing level of output/factor combination, then our task involves finding the slopes of the production function for a given level of output (i.e. its MRTS) and equate this slope to that of the cost function defined by the objective factor market prices faced by the firm
               Proceeding, thus, in the other direction, deriving the slope of the cost function, as a linear combination of factor costs, is comparatively simpler.  If I proceed with the same sort of procedure that I adopted to evaluate the production function (i.e. define the total differential), I start from the basic definition of the cost function and obtain the first order partial derivatives for its two factors:
 TC1 = Pll1 + Pkk1 
 δTC1/δk1 = Pk
 δTC1/δl1 = Pl
Taking our two partial derivatives, I define the total differential as:
 δTC1 = Plδl1 + Pkδk1
Rounding out an overly complicated procedure to determine the slope of the isocost curve, if we set δTC1, the rate of change of total cost, equal to 0, accounting for the fact that total cost is constant on the isocost surface, then we get:
 0 = Plδl1 + Pkδk1
Manipulating algebraically, we get:
  -Plδl1  = Pkδk1
   -(Pl/Pk) = δk1/δl1 = Δk1/Δl1
Where the far left side of the last equation, the negative relative price of labor in terms of capital, is the slope of the isocost curve.  Therefore, adopting the mathematical resolution of our graphical evaluation of profit maximization/cost minimization, a firm's profit maximizing/cost minimizing level of output/factor combination occurs under the specific condition:
 -(Pl/Pk) = -(fl(k1, l1)/fk(k1, l1))
 Where the left hand side is the negative relative price of labor (the slope of an isocost curve) and the right hand side is the MRTS of capital into labor.  Thus, for any given level of output and/or any given level of total cost, where a production function features continuous substitutability along its entire range (and, thus, has smooth, downward sloping isoquant curves), a single, unique point of tangency can be found where the above equality applies. 


Tuesday, March 11, 2014

A Pure Neoclassical Theory of the Firm II (Microeconomics)

Cost Functions
Having described, in general terms, the concept of a production function, one conceptual tool remains to be developed in order to analyze production by firms in a general equilibrium economy.  If production functions (as the definitive structures of Neoclassical firms) emphatically determine the quantities of output that a firm can produce with given combinations of labor and capital, then the cost functions convey the objective factor market constraints that firms face in selecting how much labor and capital they can afford to rent from housholds in order to produce goods and services.  In effect, the cost function expresses the budget constraint faced by firms, relative to their abilities to finance the rental of factors. 
             To reiterate the basic points developed in the previous sections, firms do not own factors of production.  The land, labor, capital, technological information, and all other particulars of production all individually belong to households, and households will only rent them out, for a given finite period, in exchange for the consumption possibilities that arise from having their factors productively employed.  That is to say, firms can only produce goods and services because households demand objects of consumption, and their demand for goods and services must be balanced by a willingness to commit the land, labor, capital, and technology necessary for production to a collective endeavor to produce them.  In a general equilibrium economy, the various decisions of households regarding consumption of final goods and services and renting out of production factors are fully integrated such that these decisions are instantaneous.  Again, this conclusion arises from an assumption of perfect information for both firms (on the most efficient possible means of producing goods and services using given production factors) and for households (in linking the separate utility maximizing decisions on what they want to consume and what production factors they will need to commit in order to secure its production).  For the moment, I am not going to critique the steep information requirements evident here.  It suffices to say that the firms, within this outline of general equilibrium thinking, face a relatively simple task while households face two extremely demanding decisions that will pose important consequences on the workings of the entire economic system. 
             The further point here is that the necessity of perfect information is satisfied, in a wholly decentralized way, through the functioning of markets.  When individual households come together for market exchange, we will assume that they instantaneously obtain accurate information on how much land, labor, capital, and technology they will have to rent out to firms and how many final goods and services they can expect to receive in exchange.  This raises the question of how it might be possible that market activity produces and circulates this information.  When Leon Walras first developed his ideas about a general equilibrium economy in the 1870s, he treated all market activity in terms of auctioning behavior, and he personified its decentralized direction through the personage of an invisible auctioneer. 
              When individual households, thus, theoretically enter the combined, simultaneous (and continuous) market context for exchange of final goods and services and for exchange of production factors, they express (implicitly in reality, through their consumption and occupational choices) how much of each good and service they want and how much of each of the factors of production they own they are willing to commit in exchange for all of the goods and services they want to consume.  In the end, once all households have expressed how much of every good and service they want and how much of each factor they are willing to supply, each decentralized market, through the fictional direction of the auctioneer, realizes an equilibrium of quantity supplied and quantity demanded.  General equilibrium theory assumes that this process is continuous and the simultaneous expressions of In a broader sense, the total quantities of land, labor, capital, and technology supplied by households to firms enable firms to produce the exact quantities of final goods and services that households demand through final good and service markets. 
              We assume this equilibration of all factor and final commodity markets would occur even if the economy operated strictly through non-monetary barter exchange between households.  In this sense, there is no need to have some monetary equivalent representing the purchasing power received by households in exchange for renting out their production factors to firms.  On the other hand, the inclusion of such a monetary equivalent constitutes a simplifying assumption, enabling us to apply a superfluous money-name to each unit of final goods and services and to each unit of production factors, without otherwise transforming the basic market exchange processes, amounting to a barter exchange between households, that underlies the inscription of exchange objects with a monetary quantity.  I want to stress the superfluous character of this inscription.  For both the Walrasian/Paretian and Austrian sub-traditions in Neoclassical economics, money is neuter.  It does not constitute a good, capable of delivering utilitarian satisfaction to a household in and of itself.  The satisfaction derived from money manifests itself in the capacity of money to finance purchases of goods and services that will enhance the utility of households through consumption.  Thus, for the purposes of the theory of the firm we are developing here, money is a value-free descriptor. 
               Having issued these further elaborations on general equilibrium thinking, especially with regard to the role of money, I can present a basic definition of the cost function faced by a firm, as:
TC1 = Pll1 + Pkk1 + Pnn1
Where TC expresses the total cost for the production of good 1 as a sum of the costs of renting labor(l), capital(k), and land(n) from households.  Each of these cost components is simply a product arising from the multiplication of the total quantity of each factor (e.g. l1 for the total quantity of labor employed in producing good 1) by its objective monetary factor market price (e.g. Pl for the monetary wage rate per unit of labor).  Again, the reason wht the factor market prices faced by the firm can be regarded as objective arises from my general equilibrium assumptions.  If each firm is simply one small unit of production among an industry with many firms and among many industries all drawing from common pools of land, labor, and capital, then there is no way that any given firm can exercise power in factor markets to determine how much they will pay per unit of land, labor, or capital.  Within the theory of the firm developed in this document, firms are always and in every conceivable context price takers, incapable of affecting the prices that they are charged for inputs or the prices that they receive for outputs
               I will assume, in this respect, that the kinds of technologies necessary to produce goods and services are in some way subsumed within capital, perhaps as some element of human capital.  Again, this simplifies that factor market problem faced by the firm.  I will also assume that in most cases firms do not demand special, quantitatively limited factors of production from households that command some particular, elevated rental price.  Lastly, in order to put myself on the same page as my two-factor production function in the previous section, make the (somewhat controversial) simplifying assumption that land is available to the firm at zero cost.  In a certain respect, the last two assumptions here are related.  Land, in general, involves quantatively limited resources, even if the absolute limits to such resources as petroleum or even water do not always make themselves totally apparent.  Rental rates on land/natural resources can be a fairly complicated subject.  I plan to discuss it but not in this document - it goes far beyond my limited purposes.  Beyond this, theorists in the Walrasian/Paretian tradition tend to proceed with ease in making the simplifying assumption that firms can get land at zero cost, limiting firms to the decision of how much labor and capital they will need to efficiently generate certain quantities of output, subject to implicit limitations on the quantity of land being used in relation to their production functions.  With all this in mind, for our purposes, the cost function we will use can be stated as:
TC1 = Pll1 + Pkk1
This cost function, thus, contains two independent variables and a dependent variable expressed as the sum of two products.  The right hand arguments of the function express how much labor and capital a firm can purchase for any given level of total cost at given factor market prices.  Thus, the function encapsulates a range of combinations of labor and capital for every level of total cost and conveys the possibility of substitution between factors in order to maintain a given cost level at given monetary factor market prices.  Graphically, in two-dimensional lk space, the cost function can be expressed as a linear constraint and a locus of all possible combinations of labor and capital attainable at each given level of total costs.  These linear constraints, shown below in figure 5, will henceforth be denoted as isocost curves, meaning "same-cost." 
   Figure 5: Isocost Curves in lk space at three Total Cost (TC) Levels
Elaborating, at each total cost level, the linear isocost curves subsume a continuous range of substitutions between quantities of labor and capital.  Figure 5 illustrates the maximum levels for labor and capital as l and k intercept values (lmax and kmax), respectively, for three distinct levels of total cost, where TCC < TCB < TCA.  As such, if the firm selects a production process exclusively utilizing labor (i.e. a selection represented as an intercept with the l-axis) at total cost level TCA, then, manipulating the cost function algebraically, we conclude:
TCA/Pl - (Pk/Pl)kA = lA        (1)
TCA/P = l= lmax(TCA)    (2)   Because kA = 0, at the l-intercept.
Thus, graphically, the isocost curves depict a continuous set of points between the k and l intercepts (and inclusive of the intercepts) where a combination of labor and capital, at given factor market prices completely expends a given total cost level.  Any movement along a particular isocost curve, such as the movement between points γ and τ at total cost TCA in figure 6, involves no change in the total cost incurred by the firm. 
Figure 6: Change in Combination of Labor (l) and Capital (k) rented at a fixed Total Cost (TC) Level A
Conversely, we can pattern any increase in total costs incurred by a firm through a shift from one isocost curve to a higher isocost curve, denoting a higher level of total costs.  This is illustrated through an increase in the amount of labor rented by a firm from level β to αholding capital (k*) constant, in figure 7. 
   Figure 7: Change in Total Costs (TC) from Change in Labor Rented at Fixed Wage Rates (Pl)
At this point, we need to develop a connection between the concept of the cost function elaborated in this section and the production function elaborated in the previous section.  The latter function provides determinate quantities of output for every combination of labor and capital rented by a firm.  By contrast, the cost function tells us nothing about output quantities.  It simply tells the firm how much it will cost to rent specific quantities of labor and capital, which will, subsequently be combined to produce output quantities specified by a production function.  Graphically illustrated in xlk space, the isocost curves of a cost function appear as series of vertical planes, anchored at intercept quantities on the l and k axes, as illustrated by figure 8.
    Figure 8: A Cost Function in xlk space at three Total Cost (TC) Levels
Elaborating, for every output level x0 and any given set of factor market prices, there exists a continuous series of isocost curves.  These isocost curves are vertical and extend to infinity along the x axis.  In this regard, cost functions and the isocost curves that they generate exist independently of x output levels. 
            Closing out this section with a summary of the assumptions I have developed here:
1.  Firms in a general equilibrium economy are factor market price takers.  Given their size relative to factor markets, they are incapble of independently selecting wage rates for the labor they rent from households, interest rates for the capital/technology they rent from households, or rental rates for land/natural resources they rent from households.  Therefore, we will treat factor market prices as continuously objective.
2.  Households supply factors of production in exchange for consumption possibilities.  It is conceviable to amend this assumption in reference to intertemporal consumption portfolios, with positive rates of interest, but this redefinition would just readjust consumption possibilities over a broader timeframe in order to expand future consumption possibilities relative to present-time consumption.  In either case, the sole purpose for households of supplying land, labor, and capital to firms is to consume articles that can derive some measure of utility.  
3.  Factor market prices, expressed in monetary terms, denote a set of real consumption possibilities.  The point here is to definitively argue that the point of supplying land, labor and capital is not to receive monetary compensation but to receive an equivalent mass of consumption goods and services paid from the receiving of a certain quantity of the monetary equivalent.  Money is neuter
4.  Land, as a factor of production, is considered fixed and, for purposes of cost analysis, has a zero rate of return.  Again, this constitutes a controversial simplification on real economic transactions for the firm.  It is employed to enable us to perform a simple, two-factor maximization in the following section.  However, I intend to perform a critique of this simplification in another context.  
5.  Labor and Capital are continuously substitutable for the firm for any level of total costs, through the mathematical instrument of the cost function.  This assumption is sufficient to denote the  particular linear details expressed in our analysis of the cost function.  Insofar as the isocost curves, defined by each, continuous level of total costs, are continuous between lk intercepts, the firm is capable of arriving at discrete substitutions between fixed quantities of abstract labor and capital. 

Sunday, March 2, 2014

A Pure Neoclassical Theory of the Firm I: Introduction (Microeconomics)

The idea that I am attempting to convey here is that the firm in mainstream Neoclassical economic theory is not necessarily the firm in the real world.  It is an object of theory.  But some Neoclassical theories are more real than others.  What I mean by this is that there isn't a single, unitary Neoclassical tradition.  Rather, Neoclassical economics, like every other theoretic tradition in the history of economics, is an amalgam of different theories, some of which contrast very starkly.
        The Walrasian and Paretian traditions in Neoclassical economics, which effectively constitute a single theoretic approach originating with the general equilibrium theory of the French theorist Leon Walras, is highly mathematical and makes substantial use of both linear algebraic methods and differential calculus to develop an abstract approach to consumer and firm behavior.  The idea of the circular flow, represented in class and used heavily in macroeconomic classes, is a product of Walrasian theory, representing the idea of a general equilibrium economy in a simple diagram.  The pure theory of the firm that I am developing here is based on the assumptions of a general
equilibrium economy evident in the circular flow.  Walrasian theory is not, however, the only version of Neoclassical economic theory.  Marshallian theory, based on the theories of the English theorist Alfred Marshall, represents an alternative approach to the theory of the firm.  Marshall, who had been a trained mathematician, presented a theory that attempted to be less mathematical and much more empirical, specifically accounting for the fact that the operation of firms operated within specific time frames (i.e. a long run and a short run).  In differentiating between a long run and a short run, Marshall and his theoretic descendants (including not only the Chicago School economists
(Friedman, Stigler, Coase, etc.) but also Marshall's eventual replacement as the chair of economics at Cambridge, J.M. Keynes) follow a distinction that was recognized by most of the Classical economists (e.g. Ricardo, Mill, Marx, etc.).  It is, moreover, relevant that no microeconomics textbook worth its salt would not theorize the distinction between the operation of firms in the long run and the short run.  In fact, I would make the point that the theory of the firm that has come down through the development of Neoclassical theory to be learned by most contemporary economics undergraduate students constitutes a patchwork of Marshallian and Paretian/Walrasian insights.
        With that in mind, I am going to suggest that a pure Walrasian perspective on the firm has no conception of time frame.  By this I mean that it has no long run, and the short run holds no distinction between fixed and variable factors of production.  For Walrasian general equilibrium theory, economic activity is continuous and the imposition of a temporal framework is
arbitrary.  The decisions of households on factor supply and output demand are simultaneous, and firms, which exist merely as contingent assemblies of factors of production, just provide a mechanism for households to achieve the production of the goods and services they need.  Household decisions on factor supply and output demand occur on a continuous basis - there is no way to meaningfully break up economic activity into a long and short run, and there are no firms, as real entities that exist outside of theory, to make decisions about long and short run operations.  There are only production functions that can tell us the most efficient way to put factors of production together to produce commodities.
        The fact that Walrasian theory has no conception of the long run reflects the further implication of the Austrian tradition of Neoclassical theory that there is no durable social institution of the firm.  Austrian theory, as the most libertarian tradition of Neoclassical economics, holds the
conviction that all economic activity must occur under the conditions of total moral freedom for the individual, as a utility maximizer.  Any social institutions that constrain individual freedom are, thus, harmful to the individual's ability to maximize their utility and, hence, individuals will only
take part in collective, social processes if such processes contribute to the individual's utility and do not constrain the individual's liberty.  By recourse to this reasoning, no free individual utility maximizer would submit to participate in the firm, supplying his or her factors of the production, if
they were not capable of augmenting their utility, and if they were constrained in any way by their participation in the firm.  By implication, the firm, as a social institution, is just an assembly of free individuals, who supply factors of production, with the expectation of augmenting their utility by cooperating to produce commodities.  If they ceased to enjoy they expectation that they
could augment their utility, the firm would cease to exist and the factors of production would revert to their individual owners.
        What I characterize as a pure Neoclassical theory of the firm is, thus, a combination of the Walrasian/Paretian and Austrain conceptions of the firm, leaning heavily on the former for mathematical/analytical tools, and on the latter for assumptions on the social durability of the firm as an institution and its relationship to utility maximizing individuals.  I will contrast this
conception of the firm with the Marshallian conception and, more generally, Marshallian-inspired conceptions.  The reason why I want to do so is, as I suggested, performative in nature.  Specifically, I want to put into relief a particular interpretation of the differentiation of the long and short run, as a practical insight of the Marshallian approach that, in my view,
calls the entire project of the Neoclassical tradition, including both supply and demand-side analysis, into question.
Firms as Production Functions
In Walrasian theory, there are two agents in an economic system: households and firms.  Households demand final goods and services and supply factors of production in order to produce goods and services for consumption.  Firms rent factors of production and produce goods and services.  This conception of the relationship between households and firms is indicative of a one-sided dynamic.  Firms are not entrepreneurial, they do not produce goods and services under conditions of risk in order to appeal to the demands of consumers, and they do not invest in uncertain expansions of scale to speculate on changes to market conditions.  Rather, households determine what and how many goods and services they mean to consume and, likewise, how many of each factor of production they intend to supply to firms in order to produce.  Firms merely respond to the demands of consumers.  This is a distinctly different conception of firms from that contained in Marshallian theory, and one profoundly at variance with the existence of firms in the real world. 
            We can go even further in drawing a distinction between the Walrasian theoretic firm and real firms by enquiring into the nature of property relations within the firm.  Real firms can be classified as sole proprietorships, partnerships, or corporations based on the legal relations of ownership over assets possessed by the firm.  In proprietorships and partnerships, the owners of firms include the assets of the firm within their personal property, together with the owners’ residential and personal financial resources.  In corporations, ownership of the firm’s assets are vested in the corporation as an artificial person, created under specific legal provisions under conditions of limited liability to the corporation’s shareholders.  In all such cases, the firm clearly holds property. 
           This is not the case for Walrasian theory.  The Walrasian firm assembles factors of production without owning any of these factors.  The land/space within which the firm produces commodities is rented from households, who obtain a rate of compensation in the form of rent.  The machinery used by the firm is also rented from households.  In this circumstance, it may not be the case that households directly own machinery, but they own the money capital necessary to finance the production and purchase of machinery, for which they must be compensated with a rate of interest.  The labor undertaken by workers for the firm is most clearly not owned by the firm – their labor is rented by the firm from households in exchange for a wage.  Even the technology/information required by the firm is, in some sense, rented from households, who receive compensation for special forms of labor services. 
            The point here is that Walrasian theory advances a specific interpretation of real firms, emphasizing the contingent nature of collective action by individual households in the context of commodity production.  In point of fact, the assets of a corporation like General Motors are held by shareholders, who can be seen as the household owners of land, capital, and information and entrepreneurial services.  If General Motors files for chapter 11 bankruptcy this year, this property, to the extent that it can be recovered as a definite quantity of wealth through liquidation, must revert to its owners (i.e. to the household financiers of General Motors, whose money capital has been rented on the contingent assumption that they would enjoy a positive rate of return for deferring consumption of their income).  As abstract as this may then seem on its face, there is something to the Walrasian perspective.  The approach, together with the partly allied perspective of the Austrian tradition, is performative in shaping the way individuals view the real existence of firms to argue that firms have no existence without factors of production, but these factors are never alienated in perpetuity from the households that supply them.  If the firm ceases to exist, the rented factors of production just go back to their respective owners.  The approach seeks to emphasize, critically, that all economic processes turn on the utility maximizing decisions of households, of which firms are captive agents.          
           If the firm is not reducible to the factors of production it possesses but does not own, it is, in some sense, reducible to the production process it undertakes.  Even if it does not own the production technologies necessary to put factors of production together into a determinate recipe for final commodities, it does constitute the context within which production does take place.  This makes the idea of a firm identical to the idea of a production process and, more theoretically, with the concept of a production function.  A production function is the determinate mathematical recipe that the firm follows in order to produce commodities.  Without getting into a rigorous criticism of the concept of a production function (yet), my intention is to elaborate on how the firm uses its production function to find the most efficient technologies to produce commodities for household consumption.
General Equilibrium and the Role of Firms: The Assumptions
The pure theory of firms is based on the logic of a general equilibrium economy.  Such an economy, as suggested, operates as a continuous series of simultaneous household utility maximization problems.  Households decide how many and what kind of commodities they want, and, as a consequence, how much and what kind of production factors in their ownership they will provide in order to produce such commodities.  Certain households provide only labor services and specialize in particular production processes, while others contribute labor and capital (deferred consumption income) to a range of production processes.  In the larger structure of the economy, the utility maximizing decisions of households converge through two sets of exchange processes that distribute factors of production to firms based on the quantity of final goods and services demanded by households through the mechanism of pricing.  That is, if households want more cars, then the price of cars will increase, reflecting the increase in demand for cars and allowing firms producing cars to demand more labor and capital at higher rates of composition relative to other industries.  Once the appropriate quantity of labor and capital has been distributed to car production, the rate of compensation of labor and capital in the industry reverts to the average rate in other industries.  In this sense, market pricing in final good and factor markets, driven wholly by the choices of households, determines the distribution of factors to firms and composition of final goods and services produced. 
             Again, firms, as contexts for production with no substantial existence, simply follow the direction of households with regard to both these sets of markets.  This makes the analysis of what firms do relatively simple – they maximize their production functions to produce as efficiently as possible relative to both input and output prices.  To build a simple account of what firms do, we need a set of assumptions, however. 
             First, in any given market context, both on the input (factor market) and output (final commodity) side, firms operate in competition with large numbers of other firms.  If we further make the assumption that the labor, land, and capital that firms borrow from households are perfectly homogeneous, we can further argue that a firm specialized in producing one type of commodity competes for factors of production with firms producing entirely different types of commodities.  This sort of competitive environment ensures that firms will be price takers.  They will be unable to affect input market prices, because any attempt to lower their compensation of production factors will drive factors off to other firms.  For the same reason, they will be unable to affect output market prices, because outputs are perfectly homogeneous and any attempt to raise prices above the output market price will drive away consumers who can purchase virtually identical commodities from other firms at the market price.  The firm, therefore, treats input and output market prices as objective constraints. 
            The nature of competition is buttressed by the fact that access to productive technological information is perfect for all firms.  No firm in any given production process enjoys any technological advantage relative to other firms producing the same commodity.  Further, any cost advantage from access to particular resources is completely compensated to households in the form of rent.  That is to say, particular firms might enjoy access to good input resources needed to produce commodities, but in order to get such access, they must compensate the households who own these resources with rental payments.  By the same sort of reasoning, in the off chance that particular households owned technological information on more efficient production processes to which they could control access, they would have a source of extracting rental payments from firms as a condition of using the technology.  In either case, there is no way that firms can gain access to any source of material advantage against other firms without having to compensate households for the source of their advantage.
               Finally, as the most basic assumption about firms in a general equilibrium economy, all firms are profit-maximizing agents.  This condition constitutes a requisite of perfectly rational behavior by firms as commodity producing agents.  Functionally, this means that the firm selects an output level relative to the price of final commodities households are willing to pay and selects a cost minimizing combination of production factors subject to this output/total cost level.  At this combination, the additional return that the firm gets for the last unit of the commodity produced (i.e. its marginal revenue) will exactly equal the additional cost of producing the last unit (i.e. its marginal cost).  If the firm produced an output level where marginal revenue exceeded marginal cost, it would forego additional revenue that could be generated from an increase in production and sales to consumers.  This foregone revenue would constitute an opportunity cost of the production process that could be minimized by increasing production.  If it produced at an output level where marginal cost exceeded marginal revenue, then the last unit produced would generate less revenue than it cost the firm to produce this unit.  This would constitute an excess cost that could be minimized by reducing production quantities.  Thus, profit maximization for the firm takes place at the level where the opportunity costs of foregone production at existing prices and excess production costs above market prices have both been eliminated: where marginal cost equals marginal revenue.
               To summarize, in part, and amplify the range of assumptions on a general equilibrium economy embodied within this pure Neoclassical theory of the firm, we can argue:
1.  A general equilibrium economy operates continuously.  I can avoid any reference to a timeframe here because at every moment the "dynamic" assumptions associated with a general equilibrium economy are always operating to ensure that the economy continuously realizes a condition in which firms produce exactly the quantity of goods and services that households demand such that every market clears. 
2.  A general equilibrium economy has many industries and many firms in each industry.  This assumption is basic if we are to have perfect competition in both output and input markets, but perfect competition requires the following conditions, as well.
3.  Factors of production (land, labor, and capital) are universally owned by households and, except in rare cases of special, quantitatively limited factors that command economic rents from firms, each factor is widely distributed among large numbers of households so that no individual households can exercise market power.  
4.  Factors of production are perfectly homogeneous and capable of being substituted at will between any production process.  Assumptions 3 and 4 ensure that factors of production must be perfectly competitive across all firms and all industries, because all firms draw from the same markets for land, labor, and capital in which the individual households supplying the factors cannot exert market power to demand higher rates of compensation. 
5.  All firms engaged in any particular production process have perfect access to technological information on the process.  If information is perfectly distributed in these manner, then every firm must be capable of arriving at the most efficient combination of factors of production required to produce its goods and services at the lowest possible cost. 
6.  All firms act as perfectly rational profit maximizing agents.  Again, this means that, given the choice, firms will select the most efficient available technology to combine the factors of production it has rented from household in order to produce the goods and services demanded by households at the lowest possible cost for the last unit of output produced (marginal cost).  By doing so, it simultaneously maximizes the additional revenue that it receives for the last unit of output produced (marginal revenue). 
7.  Firms instantaneously respond to every change in household preferences for goods and services by substituting factors of production between production processes.  This assumption underlies the "dynamics" of a general equilibrium economy.  I can treat a general equilibrium economy as continuous and timeless (assumption 1) because firms are assumed capable of instantaneously responding to every change in markets.  The point, again, is that we are not discussing real firms here, but firms existing as a construct under a pure theoretic vision of how economies operate.  If firms are capable of continuously substituting factors of production between production processes, then we do not need to ask questions about the long run effects of adjusting to changes in final commodity market demand - we continuously operate within a short run economy in which every factor of production is assumed to be variable.
8.  The vehicles driving the substitution of factors of production between production processes, firms, and industries are relative prices between final goods and services, which, in turn, reflect the priorities placed on each good and service by households.  This final assumption on the general equilibrium economy reinforces the larger message of Walrasian/Paretian and Austrian theoretic approaches, that the underlying rationale of unregulated free market activity exists in the utility maximizing decisions of households, determining what mix of goods and services needs to be produced in order to satisfy household desires.  Thus, as households demand more bread relative to pasta, the relative price of bread in terms of pasta should be expected to rise.  This increase will cause firms producing bread to demand larger amounts of land, labor, and capital to produce more bread.  As larger quantities of bread come into market circulation, the price of bread in relation to pasta will decline until it arrives at a level at which both markets clear.  Assumption 7 asserts that this "dynamic" shifting of factors of production between production processes occurs instantaneously. 
             The remainder of this document takes the rigorous, abstract theoretic assumptions listed in this section as a point of departure for how firms operate.  My intention for the remainder of this document is, thus, to separate an individual firm from the larger theoretic structure of a general equilibrium economy in order to analyze its particular operations.  This analysis is predicated on the workings of the firm's production function. 
The Production Function          
I argue above that, in some sense, Walrasian/Paretian firms can be reduced to the production functions that mathematically characterize what it is that they do.  In this section, I want to more rigorously characterize these production function in a way that will enable me to draw important insights about how firms determine how much is to be produced and what mix of factors of production will minimize costs/maximize profits.        
           The idea of a production function is both remarkably simple and extraordinarily abstract in substance.  It represents a mathematical recipe through which a firm is able to combine diverse combinations of abstract factors of production (land, labor, and capital) in order to produce determinate quantities of particular outputs.  On its face, this proposition makes a lot of sense.  It should be possible to construct reliable mathematical relationships between quantities of inputs to a production process and the quantities of outputs emerging from the process.  Thus, we could assemble technically refined recipes for baking cakes or for manufacturing automotive engine blocks, including not only the quantities of flour and baking soda required to bake twenty two-layer cakes and the quantities and qualities of low-carbon steel required for twenty engine blocks but also the depreciation on specific types of machinery required to produce each and the quantities of energy (both electricity and heat) expended in the production of each.  The task involved in the construction of such a concrete mathematical recipe might fall somewhere between the realms of expertise of a production engineer and a cost accountant.  I have no doubt that most real firms, especially large, corporate manufacturing firms, undertake detailed production analyses of this nature in order to determine how best to maximize output and minimize costs.  On the other hand, it goes far beyond the level of abstraction conveyed in basic Neoclassical economic production theory. 
         For our purposes, the particular specificities involved in real production processes by real firms can be reduced to a set of quantitative relations between three simplified production factors (land, labor, and capital).  Without engaging in a critique of these production factors for now, I can apply some simple definitions to each.  Land encompasses all natural resources, including the actual land space in which I production process takes place.  Labor includes all forms of basic human physical and mental exertion in a production process not requiring an extensive investment in education and training.  Capital, as a catch-all, includes every other input to a production process by which labor and land are made by more productive of outputs in relation to time.  In this manner, an investment to make labor more productive by increasing the skill of workers in a production process through education is a form of capital (i.e. human capital).  Likewise, the incorporation of a machine to replace certain forms of labor and transform the labor undertaken by other workers, increasing the total quantity of physical output produced per worker, is a different form of capital (i.e. labor-saving mechanical capital).  Both forms of capital share a basic characteristic in increasing the overall productivity of a production process within a given unit of production time by investing a certain quantity of time in advance.  In defining capital, the economists of the Austrian tradition of Neoclassical theory, thus, argued that we should understand capital as the capacity to make a production process more productive by making it temporally more “roundabout.”
             Our ability to define a Neoclassical production function relies on our willingness to accept the factors of production as simplified abstract representations of the complex, concrete inputs to real production processes, as if land, labor, and capital could stand in for long lists of inputs in ways that could still yield meaningful insights into the nature of production processes.  In the interest of developing an understanding of the Neoclassical theory of production, I will not presently dispute this necessary assumption.  Further, I am going to assert a second, simplifying assumption.  For purposes of our production analysis, I am going to treat land as a continuously fixed factor of production.  Thus, the land/natural resources a firm has available for use in its production process can neither be increased or decreased in any way that will affect the additional, marginal costs or the additional, marginal productivity of the firm.  As such, land, as a factor of production, can simply be left out of our analysis of production.  This assumption adds a useful degree of simplicity to the mathematics involved here, reducing the production problem of the firm to two independent variables (labor (l) and capital (k), as continuously variable factors of production) and one dependent variable (output (x)).  Mathematically, we can express this as:
x1 = f(l1, k1)
Where the sub-scripts on each of the variables in this equation identify the relationship of specific quantities of labor and capital to some particular commodity 1.  Geometrically, such a production function might be patterned in three-dimensional (xlk) space, where specific combinations of labor and capital generate determinate quantities of output, mapped out on a three dimensional Cartesian grid, in the form below:

    Figure 1: A Production Function in xlk space        
Thus, in three-dimensional xlk-space, a sheet, representing production possibilities for positive quantities of l and k arises from the x origin.  The level curves (I1, I2, I3) illustrate particular output quantity levels that I will henceforth identify as isoquant curves.  Each of these curves represents a locus of combinations of labor and capital at which the quantity of output produced is equal.  Thus, a movement along each curve substitutes some of one factor of production for more of the other without changing the quantity of output produced.  Figure 2 attempts to illustrate this idea in two-dimensional lk space, in the same way that a geographical representation of contour lines on a mountain might be represented in two-dimensions.  
    Figure 2: Isoquant Curves in lk space.
Elaborating, the isoquants for this production function are smooth, negatively sloped curves, convex in relation to the xlk origin.  They may be described as a continuous family of curves, with each curve representing a particular level of output and a particular locus of labor and capital combinations generating each level of output.  To the extent that each curve represents a unique level of output, it follows that the isoquants never intersect or cross each other - such an outcome would imply that, at points of intersection, a given combination of labor and capital generates multiple distinct quantities of output, logically undermining the explanatory value of the production function.
            Geomtrically, the smoothness of the isoquants in figure 2 implies that labor and capital can be continuously substituted along each curve to obtain a given quantity of output with different combinations of the production factors.  This characteristic happens to be useful to the analysis that I plan to undertake here, but isoquants do not necessarily need to take on this particular curvature.  Rather, they could take on forms represented in figures 3A and 3B, denoting production functions for commodities characterized by production processes with perfect substitution between factors of production and perfect complementarity of factors, respectively.  I will explain why these cases take on their particular form in the next section, analyzing production by Walrasian firms, but, for now, it suffices to state that these involve particular conditions evident in very specific types of production functions diverging from the general case of continuous substitutability between factors of production that I am developing here. 
Figures 3A and 3B: Isoquants for Production Functions with Perfect Substitutability (A) and Perfect Complementarity (B) between Production Factors     
            Elaborating further with respect to figure 2, the points A and B are both located on isoquant curve I14.  Thus, both of these points represent combinations of labor and capital generating an equal quantity of output.  However, point represents a production process utilizing a greater quantity of capital (k1A > k1B) and a lesser quantity of labor (l1A < l1B) than the production process represented by point B.  A movement from point A to point B, therefore, involves a substitution by the firm of labor for capital without any change in output.  I will derive the slope of the isoquants in the context of analyzing production in the next section.                
              Fleshing out the particularities of this production function a little farther, I am going to make a small number of important assumptions.  First, the production function above, and any production function identified in this document, is continuously defined in positive xlk space.  That is, for all positive quantities of labor and capital, a determinate positive quantity of output x exists.  The basic idea here is that production always requires positive quantities of both labor and capital.  With this in mind, the boundaries of the function, where either l or k have zero quantities, have zero quantities of output - if a firm has large quantities of labor but no capital (or vice versa), then it can produce nothing.
              While I am still considering the geometry of the production function in xlk space, it is worth asking the question: does the production function have an absolute maximum value?  My answer to this question is maybe, but the question itself is relatively unimportant given my particular explanation of production functions.  The absolute maximum of the production function represents a combination of labor and capital, under a fixed quantity of land, where output reaches its highest level.  That is to say, additional quantities of labor and capital beyond the maximum will yield no additional output and, conceivably, will result in a decline in total output, as the actual space of production becomes overcrowded with variable factors of production (i.e. labor and capital).  Such an interpretation of the production function is relevant if only because it requires me to re-integrate the fixed factor of production land back into an explanation of production processes in order to account for the fact that the variable factors of production must approach some absolute constraint beyond which more labor and capital cannot increase output.  As such, production functions may not be infinitely increasing in xlk space.  This this condition will be especially relevant in dealing with production functions for Marshallian firms in the next document.  However, for our purposes, I will assume that the production functions in this document will be increasing for the particular ranges of variable factor quantities considered here.  In practical terms, we will be dealing with the production function where the isoquant level curves are continuously convex and negatively sloped relative to the xlk-origin, as reflected in figure 2.    
              Delving into the differential calculus of the production function, differentiating the function yields positive first order partial derivatives at least for the relevant range of the function under consideration here, implying that the function is continuously upward sloping in both the l and k directions (i.e. up to the absolute maximum of the function).  Any increase in either labor or capital will generate a positive change in output at any level off the boundaries of the production function.  Expressed in slightly different terms, the marginal products of labor and capital, defined as the additional product generated by increasing labor or capital by one unit, are positive for the ranges of labor and capital under consideration.  I can express these marginal products as:
δx1/δk1 = fk(k1, l1) = MPk  (Marginal Product of Capital)
δx1/δl1 = fl(k1, l1) = MPl    (Marginal Product of Labor)
                  
A final assumption concerns the question of returns to scale.  Returns to scale define the relationship between a change in the quantity of all variable production factors hired and the effect of such a change on output levels.  Specifically, if we increase both variable factors of production by a given multiplicative factor of α, what effect will such a change in the scale of production have on output.  There are three possibilities here, all of which will characterize certain ranges of a production function up to the function's absolute maximum:

F[α(l1), α(k1)] > αF(l1, k1)    Increasing Returns to Scale

F[α(l1), α(k1)] < αF(l1, k1)    Decreasing Returns to Scale

F[α(l1), α(k1)] = αF(l1, k1)    Constant Returns to Scale


These conditions arise from the particular technical characteristics of the production processes represented through the mechanism of the production function.  It is possible that a production function will be characterized exclusively by increasing, decreasing, or constant returns to scale, but it is also possible that production functions include separate ranges characterized by increasing, constant, and decreasing returns to scale.  Again, the production functions for Marshallian firms in the next document will take on this form.  The particular significance of changing returns to scale concerns the particular cost structures that such a condition will mandate.  Thus, such production functions have certain ranges in which a doubling of the labor and capital utilized by the firm will more than double output (increasing returns to scale).  In other ranges of the production function, a doubling of labor and capital will less than double output (decreasing returns to scale).  In still other ranges or levels, a doubling of labor and capital will exactly double output.  Graphically, returns to scale are reflected in the slope of the production function along rays emanating from the xlk origin, denoting the extent to which output increases as a particular combination of labor and capital is increased by multiplicative factors.  This is shown in figure 4.
 Figure 4: Isoquants for a Production Function with Changing Returns to Scale
Elaborating, along the ray A(l=k), unit increases of production scale from a base level (k0 and l0) generate increases in output by changing factors.  Thus, doubling the initial scale of inputs (from k0,l0 to 2k0, 2l0) generates 2.5 times more output than under the initial scale of production.  By contrast, tripling the initial scale generates 3 times more output than under the initial scale, and quadrupling the initial scale yields 3.6 times more output than initially.  Interpreting this outcome with regard to the slope of the production function, it might help to compare the outcome in figure 4 to the hypothesis that unit increases in the scale of factors will achieve constant returns to scale.  Under this hypothesis, we would expect that doubling labor and capital from the initial scale would yield 20 units of output, tripling the factors would yield 30 units of output, and quadrupling would yield 40 units of output (that is, each unit increase in scale increases output by 10 units).  In actuality, the slope of the production function is initially steeper than the slope of a ray denoting constant returns to scale.  It cross such a ray at 30 units.  Beyond this point, the slope of the production function is less steep than the ray denoting constant returns to scale.  Thus, the changing slope of the production function implies that we must have an initial range of increasing returns to scale, a point of transition with constant returns to scale, and a concluding range of decreasing returns to scale.                  
              For our purposes, I will assume that firms within the context of a general equilibrium economy described in the previous section will continuously operate under constant returns to scale, implying that no opportunities for cost reductions per unit output from a change in the scale of operations exist for any firms.  Firms, as perfectly rational profit maximizing agents, continuously select a scale of operations characterized by constant returns to scale at which no opportunity to reduce costs per unit output by increasing or decreasing their scale of operation remains unexploited.  As a simplifying matter, I will, therefore, assume that the production functions henceforth analyzed in this document will be characterized by constant returns to scale over their entire range.          
            At this point, I want to quickly summarize the assumptions that I have made in this section:
1.  The types of production functions developed in this document are continuously defined in positive xlk space, and take on zero output values on the boundaries where either labor or capital take on a value of zero.
2.  The production functions may have an absolute maximum value (implying that they are not infinitely increasing in xlk with increases in production factors), but we will only be interested in ranges in which the production function is increasing in value with increases in labor and capital. 
3.  On the ranges that interest us, level curves/isoquant curves will be smooth, negatively sloped, and convex in relation to the xlk origin, implying that labor and capital are continuously substitutable at defined levels of output. 
4.  On the ranges that interest us, the first order l and k partial derivatives of the production, defining the marginal products of labor and capital, are continuously positive. 
5.  Production functions may be characterized, for their entire range, by increasing, decreasing, or constant returns to scale, they may have separate ranges of increasing, constant, and decreasing returns to scale.
6.  Firms in a general equilibrium economy will operate with production functions characterized by constant returns to scale over their entire range, implying that no opportunities exist for the firm to reduce costs per unit output by altering their scale of operation.