1. Sets and Sequences
Microeconomic Theory -1- WE with production
© John Riley October 18, 2018
Walrasian Equilibrium with production
1. Convex sets and concave functions 2
2. Production sets 14
3. WE in a constant returns to scale economy 22
4. WE with diminishing returns to scale 28
5. Aggregation theorem for firms 31
6. Appendixes 34
All sections last edited 17 October 2018.
Microeconomic Theory -2- WE with production
© John Riley October 18, 2018
Convex sets and concave functions
Convex combination of two vectors
Consider any two vectors
0z and
1z . A weighted average of these two vectors is
0 1(1 )z z z , 0 1
Such averages where the weights are both strictly positive and add to 1 are called the convex
combinations of
0z and
1z .
*
Microeconomic Theory -3- WE with production
© John Riley October 18, 2018
Convex sets and concave functions
Convex combination of two vectors
Consider any two vectors
0z and
1z . The set of weighted average of these two vectors can be
written as follows.
0 1(1 )z z z , 0 1
Such averages where the weighs are both strictly positive and add to 1 are called the convex
combinations of
0z and
1z .
Convex set
The set
nS is convex if for any
0z and
1z in S,
every convex combination is also in S
A convex set
Microeconomic Theory -4- WE with production
© John Riley October 18, 2018
Convex combination of two vectors
– – another view
Consider any two vectors
0z and
1z .
The set of weighted average of these
two vectors can be written as follows.
0 1(1 )z z z , 0 1
Rewrite the convex combination is follows:
0 1 0( )z z z z
The vector z
is a fraction
of the way along the line segment
connecting
0z and
1z
Microeconomic Theory -5- WE with production
© John Riley October 18, 2018
Concave functions of 1 variable
Definition 1: A function is concave if, for every
0x and
1x ,
the graph of the function is above the line
joining 0 0( , ( ))x f x and 1 1( , ( ))x f x , i.e.
0 1( ) (1 ) ( ) ( )f x f x f x
for every convex combination
0 1(1 )x x x
Note that as the distance between
1x and
0x
approaches zero, the line passing through
two blue markers becomes the tangent line.
Microeconomic Theory -6- WE with production
© John Riley October 18, 2018
Tangent line is the linear approximation of the function f at
0x
0 0 0( ) ( ) ( )( )Lf x f x f x x x .
Note that the linear approximation has the same value at
0x and the same first derivative (the slope.)
In the figure ( )Lf x is a line tangent to the graph of the function.
Definition 2: Differentiable concave function
A differentiable function is concave if every tangent line is above the graph of the function. i.e.,
0 0 1 0( ) ( ) ( )( )f x f x f x x x
Microeconomic Theory -7- WE with production
© John Riley October 18, 2018
Definition 3: Concave Function
A differentiable function f defined on an interval X is concave if ( )f x , the derivative of ( )f x is
decreasing.
The three types of differentiable concave function are depicted below.
Note that in each case the linear approximations at any point
0x lie above the graph of the function.
Microeconomic Theory -8- WE with production
© John Riley October 18, 2018
Concave function of n variables
Definition 1: A function is concave if, for every
0x and
1x ,
0 1( ) (1 ) ( ) ( )f x f x f x for every convex combination 0 1(1 )x x x , 0 1
(Exactly the same as the definition when 1n )
Group questions (added today!)
Prove the following results
Proposition:
If ( )f x is concave then it has convex superlevel sets, i.e. If
0( )f x k and
1( )f x k then for every
convex combination x , ( )f x k
.
Proposition:
If ( )g y is a strictly increasing function and ( ) ( ( ))h x g f x is concave then ( )f x has convex
superlevel sets.
Microeconomic Theory -9- WE with production
© John Riley October 18, 2018
Linear approximation of the function f at
0x
0 0 0
1
( ) ( ) ( )( )
n
L j j
j j
f
f x f x x x x
x
.
Note that for each
jx the linear approximation has the same value at
0x and the same first derivative
(the slope.)
Definition 2: Differentiable Concave function
For any
0x and
1x
1 0 0 0
1
( ) ( ) ( )( )
n
j j
j j
f
f x f x x x x
x
Microeconomic Theory -10- WE with production
© John Riley October 18, 2018
Group exercise: Appeal to one of these definitions to prove the first of the following important
propositions.
Proposition
If ( )f x is concave, and x satisfies the necessary conditions for the maximization problem
0
{ ( )}
x
Max f x
then x solves the maximization problem.
Proposition
If ( )f x and ( )h x are concave, and x satisfies the necessary conditions for the maximization problem
0
{ ( ) | ( ) 0}
x
Max f x h x
then x is a solution of the maximization problem
Remark: This result continues to hold if there are multiple constraints ( ) 0ih x and each function
( )ih x is concave.
Microeconomic Theory -11- WE with production
© John Riley October 18, 2018
Concave functions of n variables
Proposition
1. The sum of concave functions is concave
2. If f is linear (i.e. 0( )f x a b x ) and g is concave then ( ) ( ( ))h x g f x is concave.
3. An increasing concave function of a concave function is concave.
4. If ( )f x is homogeneous of degree 1 (i.e. ( ) ( )f x f x for all 0 ) and the superlevel sets
of ( )f x are convex, then ( )f x is concave.
Remark: The proof of 1-3 follows directly from the definition of a concave function. The proofs of 4 is
more subtle. For the very few who may be interested, Proposition 4 is proved in a Technical
Appendix.
Examples: (i)
1/3 1/3
1 2( )f x x x (ii)
1/3 1/3 3
1 2( ) ( )f x x x (iii)
1/3 1/3 2
1 2( ) ( )f x x x
Microeconomic Theory -12- WE with production
© John Riley October 18, 2018
Group exercise: Prove that the sum of concave functions is concave.
Group Exercise: Suppose that f and g are twice differentiable functions. If (i) 1n and (ii) f and g
are concave and g is increasing, prove that ( ) ( ( ))h x g f x is concave
Group Exercise: Output maximization with a fixed budget
A plant has the CES production function
1/2 1/2 2
1 2( ) ( )F z z z .
The CEO gives the plant manager a budget B and instructs her to maximize output. The input price
vector is 1 2( , )r r r . Solve for the maximum output ( , )q r B .
Class Discussion:
What is the firm’s cost function?
If the firm is a price taker why must equilibrium profit be zero?
Microeconomic Theory -13- WE with production
© John Riley October 18, 2018
2. Production sets and returns to scale (first 3 pages are a review)
Feasible plan
If an input-output vector ( , )z q where 1( ,…., )mz z z and 1( ,…, )nq q q is a feasible plan if q can be
produced using z .
Production set
The set of all feasible plans is called the firm’s production set.
**
Microeconomic Theory -14- WE with production
© John Riley October 18, 2018
Production sets
Feasible plan
If an input-output vector ( , )z q where 1( ,…., )mz z z and 1( ,…, )nq q q is a feasible plan if q can be
produced using z .
Production set
The set of all feasible plans is called the firm’s production set.
Production function
If a firm produces one commodity the maximum output for some input vector z ,
( )q G z
is called the firm the firm’s production function
*
Microeconomic Theory -15- WE with production
© John Riley October 18, 2018
Production sets
Feasible plan
If an input-output vector ( , )z q where 1( ,…., )nz z z and 1( ,…, )nq q q is a feasible plan if q can be
produced using z .
Production set
The set of all feasible plans is called the firm’s production set.
Production function
If a firm produces one commodity the maximum output for some input vector z ,
( )q G z
is called the firm the firm’s production function
Example 1: One output and one input
{( , )}| 0 2 }f f f ffS z q q z
Microeconomic Theory -16- WE with production
© John Riley October 18, 2018
Example 1: One output and one input
{( , ) 0}| 2 }f f f f fS z q q z
Note that the production function
( ) 2f fq G z z
Therefore
( ) 2 ( )f f fG z z G z
Such a firm is said to exhibit constant returns to scale
*
Microeconomic Theory -17- WE with production
© John Riley October 18, 2018
Example 1: One output and one input
{( , ) 0}| 2 }f f f f fS z q q z
Note that the production function
( ) 2f fq G z z
Therefore
( ) 2 ( )f f fG z z G z
Such a firm is said to exhibit constant returns to scale
*
Example 2: One output and one input
1/2{( , ) 0| ( , ) 0}f f f f f f fS z q h z q z q
Class question: Why is
fS convex?
Microeconomic Theory -18- WE with production
© John Riley October 18, 2018
Example 3: two inputs and one output
1/3 2/3
1 2{( , ) 0| ( , ) ( ) ( ) 0}
f fS z q h z q A z z q
Class discussion:
The production function is concave. Why?
Hence ( , )h z q is concave because…
Example 4: one input and two outputs
2 2 1/2
1 2{( , ) 0| ( , ) (3 5 ) 0}
f fS z q h z q z q q
Microeconomic Theory -19- WE with production
© John Riley October 18, 2018
Aggregate production set
Let 1{ }
f F
fS be the production sets of the F firms in the economy.
The aggregate production set is
1 … FS S S
That is
( , )z q S if there exist feasible plans 1{( , )}
F
f f fz q such that
1
( , ) ( , )
F
f f
f
z q z q
.
***
Microeconomic Theory -20- WE with production
© John Riley October 18, 2018
Aggregate production set
Let 1{ }
f F
fS be the production sets of the F firms in the economy.
The aggregate production set is
1 … FS S S
That is
( , )z q S if there exist feasible plans 1{( , )}
F
f f fz q such that
1
( , ) ( , )
F
f f
f
z q z q
.
Example 1: {( , ) 0| 2 0}f f f f fS z q z q
In this simple case each unit of output requires 2 units of input so it does not matter whether one
firm produces all the output or both produce some of the output. The aggregate production set is
therefore {( , ) 0| 2 0}S z q z q .
Microeconomic Theory -21- WE with production
© John Riley October 18, 2018
Example 2: 1/2{( , ) | ( ) 0}f f f f fS z q z q
Group Exercise
Show that with four firms, the aggregate production set is 1/2{( , ) | 2 0}S z q z q
Since 1/2( )f fq z it follows that maximized output is
4 4 4
1/2
1 1 1
ˆ ˆ{ | 0}f f f
q
f f f
q Max q z z z
Microeconomic Theory -22- WE with production
© John Riley October 18, 2018
3. Walrasian equilibrium (WE) with Identical homothetic preferences & constant returns to scale
Consumer h has utility function 1 2 1 2( , )
h h h hU x x x x . The aggregate endowment is ( ,1)a . All firms
have the same linear technology. Firm f can produce 2 units of commodity 2 for every unit of
commodity 1. That is the production function of firm f is 2f fq z
Then the aggregate production function is 2q z .
*
Microeconomic Theory -23- WE with production
© John Riley October 18, 2018
Walrasian equilibrium (WE) with Identical homothetic preferences and constant returns to scale
Consumer h has utility function 1 2 1 2( , )
h h h hU x x x x . The aggregate endowment is ( ,1)a . All firms
have the same linear technology. Firm f can produce 2 units of commodity 2 for every unit of
commodity 1. That is the production function of firm f is 2f fq z
Then the aggregate production function is 2q z .
Aggregate feasible set
If the industry purchases z units of commodity 1
it can produce 2q z units of commodity 2.
Then total supply of each commodity is
( ,1 2 )x a z z .
This is depicted opposite.
Microeconomic Theory -24- WE with production
© John Riley October 18, 2018
Step 1: Identical homothetic utility so maximize
the utility of the representative consumer
Solve for the utility maximizing point
in the aggregate production set.
1 2 1 2( , ) ( )(1 2 )
r r r rU x x x x a z z
2(2 1) 2a a z z
( ) (2 1) 4U z a z .
Case (i) 1
2
a . Then 1
4
(2 1)z a
Hence 1 1 1
2 4 2
( ,1 2 ) ( , )x a z z a a
Case (ii) 1
2
a . Then 0z
Hence ( ,1)x a
Slope = -2
Microeconomic Theory -25- WE with production
© John Riley October 18, 2018
Step 2: Supporting prices
At what prices will the representative consumer
not wish to trade?
Case 1: 1 2
2 1 2 1
( ) ( ) / ( ) 2
p xU U
MRS x x x
p x x x
.
Case 2:
1 2
2 1 2 1
1
( ) ( ) / ( )
p xU U
MRS x x x
p x x x a
Slope = -2
Slope = -1/a
Microeconomic Theory -26- WE with production
© John Riley October 18, 2018
Step 3: Profit maximization
The profit of firm f is
2 1 2 1 2 12 (2 )
f
f f f f fp q p z p z p z z p p .
*
Microeconomic Theory -27- WE with production
© John Riley October 18, 2018
Profit maximization
The profit of firm f is
2 1 2 1 2 12 (2 )
f
f f f f fp q p z p z p z z p p .
If 1
2
2
p
p
: the profit maximizing firm will purchase no inputs and so produce no output.
If 1
2
2
p
p
: No profit maximizing plan
If 1
2
2
p
p
: any input-output vector 1 2 1 1( , ) ( ,2 )z q z z is profit maximizing.
Note that equilibrium profit must be zero.
Group Exercise: Must Walrasian Equilibrium profit be zero if the production functions exhibits
constant returns to scale?
Microeconomic Theory -28- WE with production
© John Riley October 18, 2018
Second example:
One output and one input
1/2{( , ) 0| ( ) }f f f f f fS z q q a z
There are two firms
1 2( , ) (3,4)a a
The aggregate endowment is (12,0)
Consumer preferences are as in the
previous example. 1 2( ) ln ( ) ln lnu x U x x x
Study exercise
Show that the aggregate production set
can be written as follows:
1/2{( , ) 0| 5 }S z q q z
The answer is in Appendix 1*
*Might be helpful for Homework 2!
Microeconomic Theory -29- WE with production
© John Riley October 18, 2018
Step 1: Solve for the utility maximizing consumption
Step 2: Find prices that support the optimum
Step 3: Check to see if firms are profit maximizers
Step 1:
1/2
1 2 1 2 1 1( , ) ( , ) (12 ,5 )x x z q z z
Define 1 2( ) ln ( ) ln lnu x U x x x
1/2
1 1ln(12 ) ln( )u z z
11 12ln(12 ) lnz z
Exercise: Why is 1( )u z concave?
1
2
1
1 1
1
( )
12
u z
z z
This has a unique critical point 1 4z .
Then
1/2
1 2 1 2 1 1( , ) ( , ) (12 ,5 ) (8,10)x x z q z z
Microeconomic Theory -30- WE with production
© John Riley October 18, 2018
Step 2: Supporting the optimum
1 2 1 2
1 1 1 1 1
( ) ( ( ), ( )) ( , ) ( , ) (10,8)
8 10 80
u u u
x x x
x x x x x
.
Necessary conditions
( )
u
x p
x
.
Then ( )
u
x
x
or any scalar multiple is a supporting price vector.
Hence (10,8)p is a supporting price vector
Step 3: Profit maximization
1/2
2 2 1 1 18(5 ) 10p q p z z z
1/2
1 1 1/2
1
20
( ) 20 10 10z z
z
.
So profit is maximized at 1 4z and maximized profit is 1( ) 40z
Microeconomic Theory -31- WE with production
© John Riley October 18, 2018
Aggregation Theorem for price taking firms (no gains to merging)
Proposition: If there are 2 firms in an industry, prices are fixed and ( , )f fz q is profit maximizing for
firm , 1,2f f then 1 2 1 2( , ) ( , )z q z z q q is industry profit-maximizing.
**
Microeconomic Theory -32- WE with production
© John Riley October 18, 2018
Aggregation Theorem for price taking firms
Proposition: If there are 2 firms in an industry, prices are fixed and ( , )f fz q is profit maximizing for
firm , 1,2f f then 1 2 1 2( , ) ( , )z q z z q q is industry profit-maximizing.
Proof: Let
f be maximized profit of firm f Since the industry can mimic the two firms, industry
profit cannot be lower. Suppose it is higher. Then for some feasible ˆˆ( , )f fz q , 1,2f ,
1 2
1 2 1 2
ˆ ˆ ˆ ˆ( ) ( )p q q r z z .
*
Microeconomic Theory -33- WE with production
© John Riley October 18, 2018
Aggregation Theorem for price taking firms
Proposition: If there are 2 firms in an industry, prices are fixed and ( , )f fz q is profit maximizing for
firm , 1,2f f then 1 2 1 2( , ) ( , )z q z z q q is industry profit-maximizing.
Proof: Let
f be maximized profit of firm f Since the industry can mimic the two firms, industry
profit cannot be lower. Suppose it is higher. Then for some feasible ˆˆ( , )f fz q , 1,2f ,
1 2
1 2 1 2
ˆ ˆ ˆ ˆ( ) ( )p q q r z z .
Rearranging the terms,
1 2
1 1 2 2
ˆ ˆˆ ˆ( ) ( ) 0p q r z p q r z
Then either
1 2
1 1 2 2
ˆ ˆˆ ˆ or p q r z p q r z
But then 1 1( , )z q and 1 1( , )z q cannot both be profit-maximizing.
QED
Remark: Arguing in this way we can aggregate to the entire economy.
Microeconomic Theory -34- WE with production
© John Riley October 18, 2018
Appendix 1: Answer to exercise:
One output and one input
1/2{( , ) 0| ( ) }f f f f f fS z q q a z
There are two firms
1 2( , ) (3,4)a a
(a) Show that the aggregate production set
can be written as follows:
1/2{( , ) 0| 5 }S z q q z
If the allocation of the input to firm 1 is 1z , then maximized output is
1/2
13( )q z . Similarly
1/2
2 24( )q z and so
1/2 1/2
1 2 1 23( ) 4( )q q z z
Maximized industry output is therefore
1/2 1/2
1 2 1 2 1 2
ˆ{ 3( ) 4( ) | 0}q Max q q z z z z z
The problem is concave so the necessary condition are sufficient. We look for a solution with
1 2( , ) 0z z . The Lagrangian is
Microeconomic Theory -35- WE with production
© John Riley October 18, 2018
1/2 1/2
1 2 1 2
ˆ3 4 ( )z z z z z L
FOC: 1 1/2
1
3
( ) 0
2
L
z
q
, 1 1/2
1
4
( ) 0
2
L
z
q
Therefore
1/2 1/2
1 2 1
3 4 2
z z
Squaring each term,
1 2
2
1
9 16 4
z z
Microeconomic Theory -36- WE with production
© John Riley October 18, 2018
Squaring each term,
1 2
2
1
9 16 4
z z
Method 1: Appeal to the Ratio Rule*
Then
1 2 1 2
ˆ
9 16 9 16 25
z z z z z
.
So
1 2
9 16
ˆ ˆ( , ) ( , )
25 25
z z z z (*)
Therefore
1/2 1/2 1/2 1/2
1 2 1 2
9 16
ˆ ˆ( , ) (3 ,4 ) ( , )
5 5
q q z z z z
So 1/2 1/2
1 2
9 16
ˆ ˆ( ) 5
5 5
q q q z z .
*Ratio Rule: If 1 2
1 2
a a
b b
then 1 2 1 2
1 2 1 2
a a a a
b b b b
Microeconomic Theory -37- WE with production
© John Riley October 18, 2018
Method 2:
1 2
2
1
9 16 4
z z
. Therefore 1 2
9
4
z
and 2 2
16
4
z
.
It follows that 1 2 2
25
4
z z z
Then 1
9
ˆ 25
z
z
and 1
9
ˆ 25
z
z
.
Therefore 1 2
9 16
ˆ ˆ( , ) ( , )
25 25
z z z z (*)
Then proceed as in Method 1.
Microeconomic Theory -38- WE with production
© John Riley October 18, 2018
Appendix 2 : (Technical and definitely not required material!)
Proposition: If ( )f x exhibits constant returns to scale and the superlevel sets of f are convex, then,
for any non-negative vectors a and b , the function is super-additive, i.e.
( ) ( ) ( )f a b f a f b
For some 0 ,
( ) ( ) ( )
CRS
f a f b f b
Therefore
1
( ) ( )f b f a
a
Choose
1
1
t
. Then
1
1 1
1 1
t
Since a and b are in the superlevel set, { | ( ) ( )}S x f x f a
It follows that
1
( ( )) ( ) ( )
1 1
f x t f a b f a
Microeconomic Theory -39- WE with production
© John Riley October 18, 2018
We have shown that
1
( ( )) ( ) ( )
1 1
f x t f a b f a
, where
1
( ) ( )f b f a
a
(0-1)
i.e.
( ) ( ( )) ( ) ( )
1 1 1 1CRS
b
f a f a b f a b f a
Therefore
1 1 1
( ) ( ) ( ) ( ) ( ) ( )f a b f a f a f a f a f a
Appealing to (0-1)
( ) ( ) ( )f a b f a f b . QED
Choose 01 )a x and
1b x , Then
0 1 0 1((1 ) ) ((1 ) ) ( )f x x f x f x
Appealing to constant returns to scale ( ) ( )f z f z . Therefore
Microeconomic Theory -40- WE with production
© John Riley October 18, 2018
0 1 0 1((1 ) ) (1 ) ( ) ( )f x x f x f x