Lecture 8 Nash Equilibrium

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Presentation transcript:

Lecture 8 Nash Equilibrium In some games even iterative dominance does not help us predict what strategies players might choose. For that reason, we relax the criteria a solution should satisfy, by introducing the concept of a pure strategy Nash equilibrium. We show that the solutions to games solved by the principle of iterated dominance are pure strategy Nash equilibrium strategies, but that Nash equilibrium encompasses other strategies as well. Thus the concept of a Nash equilibrium is less compelling than iterated dominance, but nevertheless is still very useful.

Motivation for Nash equilibrium After eliminating iteratively dominated strategies, we are sometimes left with many possible strategic profiles. In these cases we must impose more stringent assumptions on how players behave to reach a sharper prediction about the outcome of a game. As before suppose you do not have data to estimate the probability distribution of the choices by the other players. One approach is to form a conjecture about the other players’ strategies, and then maximizes your payoffs subject to this conjecture. This in essence describes our motivation for resorting to the concept of a Nash equilibrium.

The Nash equilibrium concept The concept of a Nash equilibrium applies to the strategic form of a game, not its extensive form. Suppose every player forms a conjecture about the choices of other players, and then chooses his best reply to that conjecture. After every player has moved in this way each one observes the choices of all the other players. Their collective choices constitute a Nash equilibrium if none of the conjectures by any player was contradicted by the choice of another player.

Definition of a Nash equilibrium Consider an N player finite game, where sn is the strategy of the nth player where 16 n6 N. Also write s-n for the strategy of every player apart from player n. That is: s-n = (s1, . . ., sn-1, sn+1, . . ., sN). Now ask whether sn is the best response of n to s-n for all n? If so, nobody has an incentive to unilaterally deviate from their assigned strategy. This is called a Nash equilibrium.

Dominance solvable games In the celebrated game of the prisoners’ dilemma, both players have dominant strategies to confess. We illustrate the best response with vertical arrows for the row player and horizontal arrows for the column player. A Nash equilibrium occurs where there is neither a vertical nor a horizontal arrow pointing out of the box. Thus if each player has a dominant strategy, then the solution to the Prisoner’s dilemma game is a Nash equilibrium.

Nash equilibrium encompasses iterated dominance (and backwards induction) More generally the solution to every dominance game is a Nash equilibrium. We prove that if sn is not a best response for every player n, it is not the solution to a dominance solvable game. The details of the proof are on the next slide. Suppose that contrary to the claim sn is not a best response. That means the best response is some other strategy rn. Then we show that sn cannot iteratively dominate at least one other strategy, and therefore is not part of a dominance solvable solution.

Proof Note a solution sn derived from iterative dominance is a best response by every player to the reduced game after a finite number of strategies have been eliminated. Suppose sn is not a best reply. Then there exists an eliminated strategy called rn that yields a strictly higher payoff to player n than the solution strategy sn. Consequently rn is not dominated by sn. Since it was eliminated, it must be iteratively dominated by another strategy rn’ and hence rn’ also gives a higher yield than sn. By induction sn cannot iteratively dominate those strategies that iteratively dominate rn. Thus sn cannot be part of the solution to this dominance solvable game if it is not a best reply.

Competition through integration In this game, a specialized producer of components for a durable good has the option of integrating all the way down to forming dealership, but indirectly faces competition from a retailer, which markets similar final products, possibly including the supplier’s.

Retailer The profits of the retailer on this item fall the more integrated is the supplier. If the supplier assembles but does not distribute, then the retailer should also integrate upstream, and assemble too. Otherwise the most profitable course of action of the retailer is to focus on distribution. Note the retailer has neither a dominant or a dominated strategy. Arrows indicate the best responses.

Supplier The supplier’s profits are higher if the retailer only distributes. The supplier makes higher profits by undertaking more downstream integration if the retailer integrates upstream, to avoid being squeezed. If the retailer confines itself to distribution, then the best reply of the supplier is to focus on its core competency, and only produce component parts. Note the supplier does not have a dominated strategy.

Nash equilibrium for integration game This game cannot be solved by dominance since neither player has a dominated strategy. The Nash equilibrium payoff is (5,6 ). To verify this claim note that if the retailer chooses to distribute only by moving Left, then the best response of the supplier is to only make components, by moving Up. Similarly if the supplier only makes components, moves to Up, then the best response of the retailer is to specialize in distribution, moving Left. By inspecting the other cells one can check there is no other Nash equilibrium in this game.

Nash equilibrium illustrated Only at the Nash equilibrium are there no arrows leading out of the box. This is a defining characteristic of Nash equilibrium, and provides a quick way of locating them all in a matrix form game.

A chain of conjectures The Nash equilibrium is supported by a chain of conjectures each player might hold about the other. Suppose: S, the Supplier, thinks that R, the Retailer, plays Left => S plays Up; R thinks that “S thinks that R plays Left” => R thinks that “S plays Up” => R plays Left; S thinks that “R thinks that S thinks that R plays Left” => S thinks that “R plays Left” and so on.

Product differentiation

Reduced form of Product differentiation The low quality producer’s strategy of “reduce price of existing model” is dominated by any proper mixture of the other two strategies.

Solving the reduced form Once we eliminate the dominated strategy we are left with a three by two matrix. There are no dominated strategies in the reduced form. Drawing in the best response arrows we identify a unique Nash equilibrium with payoffs (3,2).

Superjumbo In 2000 Boeing had established a monopoly in the jumbo commercial airliner market with its 747, and did not have much incentive to build a bigger jet. Airbus found it would be profitable to enter the large aircraft market if and only if Rolls Royce would agree to develop the engines. Rolls Royce would be willing to develop bigger engines if it could be assured that at least one of the two commercial airline manufacturers would be willing to buy them.

Payoffs in Superjumbo Payoffs in the cells represent changes in the expected values of the respective firms conditional on choices made by all of them. If the status quo remains, the value of the three firms remain the same, so each firm is assigned 0 in the top left corner.

Best responses illustrated We illustrate best responses in this 3 player blame by describing each response as best (YES) or not (NO). The diagram illustrates the unique pure strategy equilibrium.

Three Rules Rule 1: Do not play a dominated strategy. Rule 2: Iteratively eliminate dominated strategies. Rule 3: If there is a unique Nash equilibrium, then play your own Nash equilibrium strategy.

Market entry Consider several firms that are considering entry into a new market. They differ by a cost of entry. Upon entering the market they compete on price. How many should enter and what prices should they charge?

Summary Not every game can be solved using the principle of iterated dominance. Some games cannot be solved using principle of iterated dominance but do support a pure strategy Nash equilibrium. The Nash equilibrium concept is less convincing than the principle of iterated dominance. Nevertheless the predictive power that Nash equilibrium gives makes it a useful tool in strategic consulting.