Model
Monopoly
Duopoly
Nash Equilibrium
Oligopoly
Econ 460 Urban Economics
Lecture 1F: Hotelling’s Model Instructor: Hiroki Watanabe
Spring 2012
© 2012 Hiroki Watanabe
Model
Monopoly
1 / 64
Duopoly
1
Hotelling’s Model
2
Monopoly (N = 1)
3
Duopoly (N = 2)
4
Nash Equilibrium
5
Oligopoly (N ≥ 2)
6
Now We Know
Nash Equilibrium
Oligopoly
© 2012 Hiroki Watanabe
Model
Monopoly
2 / 64
Duopoly
Nash Equilibrium
1
Hotelling’s Model Hot Dog Vendors in Rockefeller Plaza
2
Monopoly (N = 1)
3
Duopoly (N = 2)
4
Nash Equilibrium
5
Oligopoly (N ≥ 2)
6
Now We Know
© 2012 Hiroki Watanabe
Oligopoly
3 / 64
Model
Monopoly
Duopoly
Nash Equilibrium
Oligopoly
Hot Dog Vendors in Rockefeller Plaza
Firm’s location choice (Lecture 1D): Firm A’s location choice affects Firm B via bid rent. Production level y¯ was given.
What if y¯ is endogenous and firm’s location choice affects profit of other firms?
© 2012 Hiroki Watanabe
Model
4 / 64
Monopoly
Duopoly
Nash Equilibrium
Oligopoly
Hot Dog Vendors in Rockefeller Plaza
Hotelling’s model (c.f. Varian Chpt 25 [Var05]). Think of a region in which consumers are uniformly located along a line segment [0, 1]. Each consumer prefers to travel a shorter distance to a hot dog vendor (homogeneous good). There are N sellers. Where would we expect these sellers to choose their locations?
© 2012 Hiroki Watanabe
Model
5 / 64
Monopoly
Duopoly
Nash Equilibrium
Oligopoly
Population Denisty (people/mi)
Hot Dog Vendors in Rockefeller Plaza
1
0
−0.2 © 2012 Hiroki Watanabe
0
0.2
0.4 0.6 Location (miles)
0.8
1
1.2 6 / 64
Model
Monopoly
Duopoly
Nash Equilibrium
Oligopoly
Hot Dog Vendors in Rockefeller Plaza
Consumer location is given by (0 ≤ ≤ 1). n-th vendor’s location is given by n (0 ≤ n ≤ 1). Definition 1.1 (Mill & Delivered Price) 1
is the on-site price of a hot dog. The mill price of the n-th vendor is given by pn .
2
is the overall cost that a consumer pays for a hot dog, including trip cost. A consumer at pays . pn + | − n | | {z } |{z} distance to vendor n mill price of vendor n
© 2012 Hiroki Watanabe
Model
Monopoly
7 / 64
Duopoly
Nash Equilibrium
Oligopoly
Hot Dog Vendors in Rockefeller Plaza
Each consumer buys one hot dog. Normalize pn = 1 for all n. Demand faced by Liz is DL (L , K , · · · ) hot dogs. Demand faced by Kenneth is DK (L , K , · · · ) hot dogs. (Assume the cost is sunk, i.e., the vendor has already made enough hot dogs). Liz’s profit is 1 · DL (L , K , · · · ) = DL (L , K , · · · ) dollars. Kenneth’s profit is 1 · DK (L , K , · · · ) = DK (L , K , · · · ) dollars.
© 2012 Hiroki Watanabe
Model
Monopoly
8 / 64
Duopoly
1
Hotelling’s Model
2
Monopoly (N = 1)
3
Duopoly (N = 2)
4
Nash Equilibrium
5
Oligopoly (N ≥ 2)
6
Now We Know
© 2012 Hiroki Watanabe
Nash Equilibrium
Oligopoly
9 / 64
Model
Monopoly
Duopoly
Nash Equilibrium
Oligopoly
Suppose there is a single vendor (monopolist). Question 2.1 (Location of the Monopolist) 1
What is the demand that the monopolist faces?
2
What is the monopolist’s profit when she locates = 0, .25 and .5?
3
Which location maximizes the vendor’s profit?
4
Which location minimizes total delivered price payed by the customers?
© 2012 Hiroki Watanabe
Model
Monopoly
10 / 64
Duopoly
Nash Equilibrium
Oligopoly
Liz solves: max0≤L ≤1 π L (L ) = 1 · DL (L ). DL (L ) = 1. π L (L ) = 1 · DL (L ) = 1. Liz’s profit is 1 regardless of the location L .
© 2012 Hiroki Watanabe
Model
Monopoly
11 / 64
Duopoly
Nash Equilibrium
Oligopoly
Mill Price and Delivered Price ($)
2
1.5
1
0.5 Mill(x)=1 Delivered(x)=|x−0| 0 0
© 2012 Hiroki Watanabe
0.25
0.5 Location (miles)
0.75
1 12 / 64
Model
Monopoly
Duopoly
Nash Equilibrium
Oligopoly
Mill Price and Delivered Price ($)
2
1.5
1
0.5 Mill(x)=1 Delivered(x)=|x−.25| 0 0
0.25
© 2012 Hiroki Watanabe
Model
Monopoly
0.5 Location (miles)
Duopoly
0.75
1 13 / 64
Nash Equilibrium
Oligopoly
Mill Price and Delivered Price ($)
2
1.5
1
0.5 Mill(x)=1 Delivered(x)=|x−.5| 0 0
0.25
© 2012 Hiroki Watanabe
Model
Monopoly
0.5 Location (miles)
Duopoly
0.75
Nash Equilibrium
1 14 / 64
Oligopoly
Delivered price is location-variant. Definition 2.2 (Total Delivered Price (TDP)) Total delivered price measures the overall price that consumers paid to purchase their hot dogs. It is equivalent to vendor’s profit and the aggregate sum of | − L | from = 0 to = 1. TDP(L = 0) = 1 + .5 = 1.5 = TDP(L = .25) = 1 + TDP(L
© 2012 Hiroki Watanabe
= .5) = 1 +
1 4
5 16
=
=
5 4
24 . 16
21 . 16 = 20 . 16
15 / 64
Model
Monopoly
Duopoly
Nash Equilibrium
Oligopoly
1.5
Total Delivered Price ($)
1.4 1.3 Total Profit TDP(xL)
1.2 1.1 1 0.9 0
0.25
© 2012 Hiroki Watanabe
Model
Monopoly
0.5 0.75 Vendor Location (xL)
Duopoly
Nash Equilibrium
1 16 / 64
Oligopoly
What is socially optimal for the economy as a whole is L = .5 (minimizes total cost of trip while maintaining the profitability). What is privately optimal for the vendor is any L in [0, 1]. Question 2.3 (Profit Maximization and Social Welfare) Is there any way that Liz chooses L = .5 by herself? Is political intervention necessary to realize L = .5?
© 2012 Hiroki Watanabe
Model
Monopoly
17 / 64
Duopoly
1
Hotelling’s Model
2
Monopoly (N = 1)
3
Duopoly (N = 2) Duopoly Isoprofit
4
Nash Equilibrium
5
Oligopoly (N ≥ 2)
6
Now We Know
© 2012 Hiroki Watanabe
Nash Equilibrium
Oligopoly
18 / 64
Model
Monopoly
Duopoly
Nash Equilibrium
Oligopoly
Duopoly Suppose there are two vendors (N = 2). Liz solves: max0≤L ≤1 π L (L , K ) = 1 · DL (L , K ). Kenneth solves: max0≤K ≤1 π K (L , K ) = 1 · DK (L , K ). Note Liz does not solve: max0≤L ≤1,0≤K ≤1 π L (L , K ) = 1 · DL (L , K ). (why?) What do DL (L , K ), DK (L , K ) look like? Start with (L , K ) = (0, 1). © 2012 Hiroki Watanabe
Model
Monopoly
19 / 64
Duopoly
Nash Equilibrium
Oligopoly
Duopoly
Mill Price and Delivered Price ($)
2
1.5
1
0.5
Mill(x)=1 L
Delivered (x)=|x−0| DeliveredK(x)=|x−1| 0 0
0.25
© 2012 Hiroki Watanabe
Model
Monopoly
Duopoly
0.5 Location (miles)
0.75
Nash Equilibrium
1 20 / 64
Oligopoly
Duopoly
DL (0, 1) = .5 ⇒ π L (0, 1) = .5. DK (0, 1) = .5 ⇒ π K (0, 1) = .5. Does Liz improve her profit by moving to the east?
© 2012 Hiroki Watanabe
21 / 64
Model
Monopoly
Duopoly
Nash Equilibrium
Oligopoly
Duopoly
Mill Price and Delivered Price ($)
2
1.5
1
0.5
Mill(x)=1 L
Delivered (x)=|x−.1| DeliveredK(x)=|x−.8| 0 0
0.1
0.450.5 Location (miles)
© 2012 Hiroki Watanabe
Model
Monopoly
Duopoly
0.8
1 22 / 64
Nash Equilibrium
Oligopoly
Duopoly
DL (.1, 1) = DK (.1, 1)
1+.1 2
= .55
= 1 − .55 = .45.
Does Kenneth improve his profit by moving to the west?
© 2012 Hiroki Watanabe
Model
23 / 64
Monopoly
Duopoly
Nash Equilibrium
Oligopoly
Duopoly
Mill Price and Delivered Price ($)
2
1.5
1
0.5
Mill(x)=1 L
Delivered (x)=|x−.1| DeliveredK(x)=|x−.8| 0 0
© 2012 Hiroki Watanabe
0.1
0.450.5 Location (miles)
0.8
1 24 / 64
Model
Monopoly
Duopoly
Nash Equilibrium
Oligopoly
Duopoly
DL (.1, .8) = DK (.1, .8)
.1+.8 2
= .45.
= 1 − .45 = .55.
© 2012 Hiroki Watanabe
Model
25 / 64
Monopoly
Duopoly
Nash Equilibrium
Oligopoly
Duopoly
1
If L < K , Liz takes the consumers from 0 to the midpoint between L and K : DL (L , K ) =
L + K
.
2
Kenneth takes the rest: DK (L , K ) = 1 − DL (L , K ) = 1 −
L + K
.
2
© 2012 Hiroki Watanabe
Model
26 / 64
Monopoly
Duopoly
Nash Equilibrium
Oligopoly
Duopoly 2
If L > K , Kenneth takes the consumers from 0 to the midpoint between L and K : DK (L , K ) =
L + K
.
2
Liz takes the rest: DL (L , K ) = 1 − DK (L , K ) = 1 −
3
L + K
.
2
If L = K , they split the market even: DL (L , K ) = DK (L , K ) = .5.
© 2012 Hiroki Watanabe
27 / 64
Model
Monopoly
Duopoly
Nash Equilibrium
Oligopoly
Isoprofit
© 2012 Hiroki Watanabe
Model
28 / 64
Monopoly
Duopoly
Nash Equilibrium
Oligopoly
Isoprofit
An isoprofit curve of Liz indicates the set of location (L , K ) that results in the same profit.
© 2012 Hiroki Watanabe
Model
29 / 64
Monopoly
Duopoly
Nash Equilibrium
Oligopoly
Isoprofit For Liz, isoprofit at .4 is a set of location (L , K ) that results in π L (L , K ) = .4. 1
If L < K (region above 45◦ line) π L (L , K ) =
2
L + K
= .4 ⇒ K = −L + .8.
If L > K (region below 45◦ line) π L (L , K ) = 1 −
3
2
L + K 2
= .4 ⇒ K = −L + 1.2.
If L = K (45◦ line) π L (L , K ) = .5 , .4
© 2012 Hiroki Watanabe
30 / 64
Model
Monopoly
Duopoly
Nash Equilibrium
Oligopoly
Isoprofit Liz′s Isoprofit 1
0.
0.
0.
7
0.
5
6
0. 9
8
8 0.
0.8
0.
4
0.6
0. 5
0. 2
0.
3
x
K
0. 4
0.
5 0.
0.4
0.
2
0.2
5
0.
0.
1
.63 0.70.89. 000.
0
0
0. 3
0.
5
4
0.
4 0.
3 .6 07 0.
0.
6
0.
0.
5
0.
2
8
0.
7
0.2
0.4
0.6
0.8
1
xL
© 2012 Hiroki Watanabe
Model
.6 0. 3 0 7 .045. 00.
0. 6
.23 7.0.04.5.1 000.0
Monopoly
31 / 64
Duopoly
Nash Equilibrium
Oligopoly
Isoprofit For Liz, isoprofit at .5 is a set of location (L , K ) that results in π L (L , K ) = .5. 1
If L < K (region above 45◦ line) π L (L , K ) =
2
L + K 2
If L > K (region below 45◦ line) π L (L , K ) = 1 −
3
= .5 ⇒ K = −L + 1.
L + K 2
= .5 ⇒ K = −L + 1.
If L = K (45◦ line) π L (L , K ) = .5
A crossbuck shape. © 2012 Hiroki Watanabe
Model
32 / 64
Monopoly
Duopoly
Nash Equilibrium
Oligopoly
Isoprofit For Kenneth, isoprofit at .4 is a set of location (L , K ) that results in π K (L , K ) = .4. 1
If L < K (region below 45◦ line) π K (L , K ) = 1 −
2
2
= .4 ⇒ K = −L + 1.2.
If L > K (region above 45◦ line) π K (L , K ) =
3
L + K
L + K 2
= .4 ⇒ K = −L + .8.
If L = K (45◦ line) π K (L , K ) = .5 , .4
© 2012 Hiroki Watanabe
33 / 64
Model
Monopoly
Duopoly
Nash Equilibrium
Oligopoly
Isoprofit
Question: where is Kenneth’s isoprofit at .5 located?
© 2012 Hiroki Watanabe
Model
34 / 64
Monopoly
Duopoly
Nash Equilibrium
Oligopoly
Isoprofit Kenneth′s Isoprofit 1
0. 5
0. 3
0.
4
0. 2
0. 1
2 0. 5
0.8
0.
6
0.
K
x © 2012 Hiroki Watanabe
Model
0. 5
0. 7 ..54 03 00.
0. 9
0
Monopoly
0. 8
4
0.
8 0.
2
0. 7
0. 6
0.
6 0.
.47 0.30.21.5 000.
0.
5
0. 8
0.2
0.
0.
0. 6
0
3 06.7 0.
0. 7
0.4
4
0.
0. 4
5
0.6
.87 3.006..9 00.0
0. 5
0.
3
0.2
0.4
0.6
0.8
1
xL
Duopoly
Nash Equilibrium
Oligopoly
35 / 64
Isoprofit
How does Liz react to Kenneth’s location? If Kenneth is at K = 0, Liz maximizes its profit by locating slightly to the east of K . (L , 0) ⇒ L = 0 + ε (ε = an infinitesimally small distance). If Kenneth is at K = .2, Liz maximizes its profit by locating slightly to the east of K . (L , .2) ⇒ L = .2 + ε. If Kenneth is at K = .4, Liz maximizes its profit by locating slightly to the east of K . (L , .4) ⇒ L = .4 + ε.
© 2012 Hiroki Watanabe
36 / 64
Model
Monopoly
Duopoly
Nash Equilibrium
Oligopoly
Isoprofit
(L , .5) ⇒ L = .5. (L , .6) ⇒ L = .6 − ε. (L , .8) ⇒ L = .8 − ε. (L , 1) ⇒ L = 1 − ε.
© 2012 Hiroki Watanabe
Model
Monopoly
37 / 64
Duopoly
Nash Equilibrium
Oligopoly
Isoprofit
How does Kenneth react to Liz’s location? (0, K ) ⇒ K = 0 + ε. (.2, K ) ⇒ K = .2 + ε. (.4, K ) ⇒ K = .4 + ε. (.5, K ) ⇒ K = .5. (.6, K ) ⇒ K = .6 − ε. (.8, K ) ⇒ K = .8 − ε. (1, K ) ⇒ K = 1 − ε.
© 2012 Hiroki Watanabe
Model
Monopoly
38 / 64
Duopoly
Nash Equilibrium
Oligopoly
Isoprofit
© 2012 Hiroki Watanabe
Turn
L
K
Initial Liz Kenneth Liz .. .
0 .99 .99 .97
1 1 .98 .98
Kenneth Liz Kenneth Liz Kenneth
.52 .50 .50 .50 .50
.51 .51 .50 .50 .50
39 / 64
Model
Monopoly
Duopoly
Nash Equilibrium
Oligopoly
1
Hotelling’s Model
2
Monopoly (N = 1)
3
Duopoly (N = 2)
4
Nash Equilibrium Nash Equilibrium & Socially Efficient Location
5
Oligopoly (N ≥ 2)
6
Now We Know
© 2012 Hiroki Watanabe
Model
Monopoly
40 / 64
Duopoly
Nash Equilibrium
Oligopoly
Nash Equilibrium & Socially Efficient Location
Definition 4.1 (Nash Equilibrium) Nash equilibrium is the location (LNE , KNE ) such that none of the vendor can profit by unilaterally changing its location. For duopoly, the Nash equilibrium (LNE , KNE ) = (.5, .5).
© 2012 Hiroki Watanabe
Model
Monopoly
41 / 64
Duopoly
Nash Equilibrium
Oligopoly
Nash Equilibrium & Socially Efficient Location
Is the Nash equilibrium (LNE , KNE ) = (.5, .5) socially efficient? Fact: the socially efficient allocation is (L∗ , K∗ ) = (1/ 4, 3/ 4) or (3/ 4, 1/ 4).
© 2012 Hiroki Watanabe
42 / 64
Model
Monopoly
Duopoly
Nash Equilibrium
Oligopoly
Nash Equilibrium & Socially Efficient Location Nash Equilibrium Location
Mill Price and Delivered Price ($)
2
1.5
1
0.5
Mill(x)=1 L
Delivered (x)=|x−.5| DeliveredK(x)=|x−.5| 0 0
0.25
0.5 Location (miles)
© 2012 Hiroki Watanabe
Model
Monopoly
Duopoly
0.75
1 43 / 64
Nash Equilibrium
Oligopoly
Nash Equilibrium & Socially Efficient Location Efficient Location
Mill Price and Delivered Price ($)
2
1.5
1
0.5
Mill(x)=1 L
Delivered (x)=|x−.25| DeliveredK(x)=|x−.75| 0 0
0.25
© 2012 Hiroki Watanabe
Model
Monopoly
Duopoly
0.5 Location (miles)
0.75
1 44 / 64
Nash Equilibrium
Oligopoly
Nash Equilibrium & Socially Efficient Location
Compare:
Nash Socially Efficient Socially Efficient
© 2012 Hiroki Watanabe
Location
Profit
TDP
(.5, .5) (.25, .75) (.75, .25)
(.5, .5) (.5, .5) (.5, .5)
1+1/4 1+1/8 1+1/8
45 / 64
Model
Monopoly
Duopoly
Nash Equilibrium
Oligopoly
Nash Equilibrium & Socially Efficient Location Liz′s Isoprofit 1
x
K
0.75
0.5
0.25
0
0
0.25
© 2012 Hiroki Watanabe
Model
Monopoly
Duopoly
0.5 xL
0.75
1 46 / 64
Nash Equilibrium
Oligopoly
Nash Equilibrium & Socially Efficient Location
Question 4.2 (Socially Inefficient Equilibrium) Why can’t vendors choose the socially optimal location, when both Nash equilibrium location and socially efficient location yield the same profits?
© 2012 Hiroki Watanabe
Model
Monopoly
47 / 64
Duopoly
Nash Equilibrium
Oligopoly
Nash Equilibrium & Socially Efficient Location
They are indifferent between (LNE , KNE ) and (L∗ , K∗ ). Given (L , K ) = (.25, .75), Liz will move to a location slightly to the west of K = .75. (L , K ) = (.74, .75) → (.74, .73) → (.72, .73) → · · · → (.5, .5).
© 2012 Hiroki Watanabe
48 / 64
Model
Monopoly
Duopoly
1
Hotelling’s Model
2
Monopoly (N = 1)
3
Duopoly (N = 2)
4
Nash Equilibrium
5
Oligopoly (N ≥ 2) N=3 N≥4
6
Now We Know
Nash Equilibrium
Oligopoly
© 2012 Hiroki Watanabe
Model
49 / 64
Monopoly
Duopoly
Nash Equilibrium
Oligopoly
N=3
If there are 3 vendors, Liz solves max0≤L ≤1 π L (L , K , J ) = 1 · DL (L , K , J ). For N = 3, there is no Nash equilibrium. Consider 1 2 3
All the vendors locate at different place. L = K = J . L = K , J .
© 2012 Hiroki Watanabe
Model
50 / 64
Monopoly
Duopoly
Nash Equilibrium
Oligopoly
N=3 2 Mill(x)=1 L
Mill Price and Delivered Price ($)
Delivered (x)=|x−.1| K Delivered (x)=|x−.3| DeliveredD(x)=|x−.9|
1 0 © 2012 Hiroki Watanabe
0.2
0.6 Location (miles)
1 51 / 64
Model
Monopoly
Duopoly
Nash Equilibrium
Oligopoly
N=3 2 Mill(x)=1 L
Mill Price and Delivered Price ($)
Delivered (x)=|x−.2| K Delivered (x)=|x−.3| DeliveredD(x)=|x−.8|
1 0
0.25
0.55 Location (miles)
1
© 2012 Hiroki Watanabe
Model
52 / 64
Monopoly
Duopoly
Nash Equilibrium
Oligopoly
N=3 2 Mill(x)=1 L
Mill Price and Delivered Price ($)
Delivered (x)=|x−.2| K Delivered (x)=|x−.2| DeliveredD(x)=|x−.2|
1 0
0.2
1 Location (miles)
© 2012 Hiroki Watanabe
Model
Monopoly
53 / 64
Duopoly
Nash Equilibrium
Oligopoly
N=3 2 Mill(x)=1 L
Mill Price and Delivered Price ($)
Delivered (x)=|x−.2| K Delivered (x)=|x−.2| DeliveredD(x)=|x−.3|
1 0
0.25
1 Location (miles)
© 2012 Hiroki Watanabe
54 / 64
Model
Monopoly
Duopoly
Nash Equilibrium
Oligopoly
N=3 2 Mill(x)=1 L
Mill Price and Delivered Price ($)
Delivered (x)=|x−.2| K Delivered (x)=|x−.2| DeliveredD(x)=|x−.8|
1 0
0.5 Location (miles)
1
© 2012 Hiroki Watanabe
Model
Monopoly
55 / 64
Duopoly
Nash Equilibrium
Oligopoly
N=3 2 Mill(x)=1 L
Mill Price and Delivered Price ($)
Delivered (x)=|x−.2| K Delivered (x)=|x−.3| DeliveredD(x)=|x−.8|
1 0
0.25
0.55 Location (miles)
1
© 2012 Hiroki Watanabe
Model
Monopoly
56 / 64
Duopoly
Nash Equilibrium
Oligopoly
N=3
Fact: socially efficient location is (L , K , J ) = (1/ 6, 3/ 6, 5/ 6) (not necessarily in this order).
© 2012 Hiroki Watanabe
57 / 64
Model
Monopoly
Duopoly
Nash Equilibrium
Oligopoly
N=3 2 Mill(x)=1 L
Mill Price and Delivered Price ($)
Delivered (x)=|x−1/6| K Delivered (x)=|x−3/6| DeliveredD(x)=|x−5/6|
1 0
1/3 2/3 Location (miles)
1
© 2012 Hiroki Watanabe
Model
Monopoly
58 / 64
Duopoly
Nash Equilibrium
Oligopoly
N≥4
There are Nash equilibria for N ≥ 4.
© 2012 Hiroki Watanabe
Model
Monopoly
59 / 64
Duopoly
1
Hotelling’s Model
2
Monopoly (N = 1)
3
Duopoly (N = 2)
4
Nash Equilibrium
5
Oligopoly (N ≥ 2)
6
Now We Know
© 2012 Hiroki Watanabe
Nash Equilibrium
Oligopoly
60 / 64
Model
Monopoly
Duopoly
Nash Equilibrium
Oligopoly
Hotelling’s model Social optimality vs individual optimality. Nash equilibrium
© 2012 Hiroki Watanabe
Model
61 / 64
Monopoly
Duopoly
Nash Equilibrium
Oligopoly
References Hal R. Varian. Intermediate Microeconomics. Norton, seventh edition, 2005.
© 2012 Hiroki Watanabe
Model
62 / 64
Monopoly
Duopoly
Nash Equilibrium
Oligopoly
Map du Jour
Source
© 2012 Hiroki Watanabe
http://www.worldmapper.org/
63 / 64
Model
Monopoly
Duopoly
D, demand, 8 Delivered price, 7 duopoly, 19 isoprofit, 29 Mill price, 7 monopoly, 10 N, number of sellers, 5 n, vendor, 7 Nash equilibrium, 41 oligopoly, 50 p, price, 7
© 2012 Hiroki Watanabe
Nash Equilibrium
Oligopoly
π, profit, 11, 19 private optimum, 17 profit, 8 social optimum, 17 socially efficient allocation, 42 TDP, see total delivered price total delivered price, 15 , location, 7
64 / 64