3.2.1. Static Games of complete information: Dominant Strategies and Nash Equilibrium in pure and mixed strategies - Some Games - Strategic Behavior in Business and Econ Outline 3.1. What is a Game ? 3.1.1. The elements of a Game 3.1.2 The Rules of the Game: Example 3.1.3. Examples of Game Situations 3.1.4 Types of Games 3.2. Solution Concepts 3.2.1. Static Games of complete information: Dominant Strategies and Nash Equilibrium in pure and mixed strategies 3.2.2. Dynamic Games of complete information: Backward Induction and Subgame perfection Strategic Behavior in Business and Econ Reminder Solution concepts for this type of games Equilibrium in Dominant Strategies When there is an “always winning” strategy Equilibrium by elimination of Dominated Strategies When there are “worse than” strategies Nash Equilibrium Works in any case In pure strategies (players do not randomize) In mixed strategies (players do randomize) Strategic Behavior in Business and Econ Reminder If you have a Dominant Strategy use it, and expect your opponent to use it as well If you have Dominated Strategies do not use any of them, and expect you opponent not to use them as well (eliminate them from the analysis of the game) If there are neither Dominant Strategies nor Dominated Strategies, look for Nash Equilibria and play accordingly. Expect your opponent to play according to the Nash Equilibrium as well If there are no Nash Equilibria in pure strategies, play at random (mixed strategy) to keep your opponent guessing When playing randomly, do not follow any pattern, and try to discover patterns in your opponent's behavior Strategic Behavior in Business and Econ Some games Hard to play games Game of Chicken (original) Cold War Hawk-Dove Game Hard to solve games Stag hunt Game Volunteer's Dilemma Hard to believe games Traveler's Dilemma Guess 2/3 of the average game Hard to analyze games Hotelling Spatial Competition Game Strategic Behavior in Business and Econ Hard to play games These are games that, although having a solution, they are difficult to play if encountered in real life for they correspond to extreme situations Game of Chicken (original) Cold War Hawk-Dove Game Strategic Behavior in Business and Econ Game of Chicken (original) The game of Chicken models two drivers, both headed for a single lane bridge from opposite directions. The first to swerve away yields the bridge to the other. If neither player swerves, the result is a fatal head-on collision. It is presumed that the best thing for each driver is to stay straight while the other swerves (since the other is the "chicken" while a crash is avoided). Additionally, a crash is presumed to be the worst outcome for both players. This yields a situation where each player, in attempting to secure his best outcome, risks the worst. Strategic Behavior in Business and Econ Game of Chicken (original) Strategic Behavior in Business and Econ The environment of the game Players: Strategies: Payoffs: Driver 1 and Driver 2 To swerve or To stay straight (to be defined) The Rules of the Game Timing of moves Nature of conflict and interaction Information conditions Simultaneous Conflict (anti-coordination) Symmetric Strategic Behavior in Business and Econ The payoffs This is one of those games in which there is no monetary payoff. Thus, we must define the payoffs in accordance to the nature of the game. For each player, we have that: Best outcome Second Best Third Best Worst Outcome Strategic Behavior in Business and Econ The payoffs This is one of those games in which there is no monetary payoff. Thus, we must define the payoffs in accordance to the nature of the game. For each player, we have that: Best outcome Second Best Third Best Worst Outcome I stay straight while the other swerves (a) Strategic Behavior in Business and Econ The payoffs This is one of those games in which there is no monetary payoff. Thus, we must define the payoffs in accordance to the nature of the game. For each player, we have that: Best outcome Second Best Third Best Worst Outcome I stay straight while the other swerves (a) We both swerve (b) Strategic Behavior in Business and Econ The payoffs This is one of those games in which there is no monetary payoff. Thus, we must define the payoffs in accordance to the nature of the game. For each player, we have that: Best outcome Second Best Third Best Worst Outcome I stay straight while the other swerves (a) We both swerve (b) I swerve and the other stays straight (c) Strategic Behavior in Business and Econ The payoffs This is one of those games in which there is no monetary payoff. Thus, we must define the payoffs in accordance to the nature of the game. For each player, we have that: Best outcome Second Best Third Best Worst Outcome I stay straight while the other swerves (a) We both swerve (b) I swerve and the other stays straight (c) We both stay straight (crash !) (d) Where a > b > c > d Strategic Behavior in Business and Econ The Game of Chicken (original) Driver 2 Swerve Stay Straight Swerve b, b c,a Stay Straight a,c d, d Driver 1 Where a > b > c > d Strategic Behavior in Business and Econ The Game of Chicken (original) These games, were the value of the payoff doesn't matter (only the order) are called Ordinal Games Driver 2 Swerve Stay Straight Swerve b, b c,a Stay Straight a,c d, d Driver 1 Where a > b > c > d Strategic Behavior in Business and Econ The Game of Chicken (original) We could give any value to a, b, c, and d, as long as they keep the order a>b>c>d Driver 2 Swerve Stay Straight Swerve b, b c,a Stay Straight a,c d, d Driver 1 Where a > b > c > d Strategic Behavior in Business and Econ The Game of Chicken (original) Driver 2 Thus, we can find the “best replies” as usual Swerve Stay Straight Swerve b, b c,a Stay Straight a,c d, d Driver 1 Where a > b > c > d Strategic Behavior in Business and Econ In any solution, one of the drivers must play chicken Who is the chicken ? On the one side both player prefer the other to swerve On the other side the cost of a crash is so high compared to the cost of being the chicken that it might make sense to swerve It is mutually beneficial for the players to play different strategies (anti-coordination) Random Strategies might make sense here, but are not possible to compute (the probabilities depend on the values of the payoffs, and these values are arbitrary here) Strategic Behavior in Business and Econ Bertrand Russell saw in chicken a metaphor for the nuclear stalemate. His 1959 book, Common Sense and Nuclear Warfare, not only describes the game but offers mordant comments on those who play the geopolitical version of it. ‘Since the nuclear stalemate became apparent, the Governments of East and West have adopted the policy which Mr. Dulles calls "brinkmanship." This is a policy adapted from a sport which, I am told, is practiced by some youthful degenerates. This sport is called "Chicken!" It is played by choosing a long straight road with a white line down the middle and starting two very fast cars towards each other from opposite ends. Each car is expected to keep the wheels of one side on the white line. As they approach each other, mutual destruction becomes more and more imminent. If one of them swerves from the white line before the other, the other, as he passes, shouts "Chicken!" and the one who has swerved becomes an object of contempt....’ Strategic Behavior in Business and Econ ‘As played by irresponsible boys, this game is considered decadent and immoral, though only the lives of the players are risked. But when the game is played by eminent statesmen, who risk not only their own lives but those of many hundreds of millions of human beings, it is thought on both sides that the statesmen on one side are displaying a high degree of wisdom and courage, and only the statesmen on the other side are reprehensible. This, of course, is absurd. Both are to blame for playing such an incredibly dangerous game. The game may be played without misfortune a few times, but sooner or later it will come to be felt that loss of face is more dreadful than nuclear annihilation. The moment will come when neither side can face the derisive cry of "Chicken!" from the other side. When that moment is come, the statesmen of both sides will plunge the world into destruction.’ (From William Poundstone's “The Prisoner's Dilemma”) Strategic Behavior in Business and Econ Cold War (based on “Game theory and the Cuban missile crisis” by Steven J. Brams) This is a real life (historical) version of a Game of Chicken. It goes back to the 60's, when the USA and the USSR were engaged in a so called “cold war” One of the episodes of the “cold war” was the Cuban missile crisis The Cuban missile crisis was precipitated by a Soviet attempt in October 1962 to install medium-range and intermediate-range nuclear-armed ballistic missiles in Cuba that were capable of hitting a large portion of the United States. The goal of the United States was immediate removal of the Soviet missiles, and U.S. policy makers seriously considered two strategies to achieve this end Strategic Behavior in Business and Econ A naval blockade (B), or "quarantine" as it was euphemistically called, to prevent shipment of more missiles, possibly followed by stronger action to induce the Soviet Union to withdraw the missiles already installed. A "surgical" air strike (A) to wipe out the missiles already installed, insofar as possible, perhaps followed by an invasion of the island. The alternatives open to Soviet policy makers were: Withdrawal (W) of their missiles. Maintenance (M) of their missiles. Strategic Behavior in Business and Econ The environment of the game Players: Strategies: Payoffs: USA and USSR For USA: Blockade (B) or Air Strike (A) For USSR: Withdrawal (W) or Maintenance (M) (to be defined) The Rules of the Game Timing of moves Nature of conflict and interaction Information conditions Simultaneous Conflict (anti-coordination) Symmetric Strategic Behavior in Business and Econ The payoffs This is “Game of Chicken”. Both would like the other to “swerve”. If they “stay straight”, the crash is the Nuclear War Best outcome Second Best Third Best Worst Outcome USA (A,W) (B,W) (B,M) (A,M) Strategic Behavior in Business and Econ USSR (B,M) (B,W) (A,W) (A,M) 4 3 2 1 Cuban Missile crisis USSR The solution(s) is as before W B USA M Compromise USSR wins 3, 3 2,4 USA wins Nuclear War 4,2 1, 1 A Strategic Behavior in Business and Econ The strategy choices, probable outcomes, and associated payoffs are a strong simplification of the crisis as it developed over a period of thirteen days. Both sides considered more than the two alternatives listed, as well as several variations on each. The Soviets, for example, demanded withdrawal of American missiles from Turkey as a quid pro quo for withdrawal of their own missiles from Cuba, a demand publicly ignored by the United States. Most observers of this crisis believed that the two superpowers were on a collision course They also agree that neither side was eager to take any “irreversible step” (more on this next) Strategic Behavior in Business and Econ Although in one sense the United States "won" by getting the Soviets to withdraw their missiles, Premier Nikita Khrushchev of the Soviet Union at the same time extracted from President Kennedy a promise not to invade Cuba, which seems to indicate that the eventual outcome was a compromise of sorts That is not the prediction of Game Theory ! Negotiation is the key to scape from a mutual bad outcome ! Strategic Behavior in Business and Econ “Irreversible steps” One way to scape from a “game of chicken” is to take an “irreversible step” What would happen if one of the two drivers (say Driver 1) defiantly rips off the steering wheel in full view of the other driver ? Strategic Behavior in Business and Econ Driver 2 The driver just eliminated the option of swerving ! Swerve Stay Straight Swerve b, b c,a Stay Straight a,c d, d Driver 1 Strategic Behavior in Business and Econ Driver 2 Driver 1 just eliminated the option of swerving ! Swerve Stay Straight Swerve b, b c,a Stay Straight a,c d, d Driver 1 Strategic Behavior in Business and Econ Now, there is only one rational choice for Driver 2 Driver 2 Swerve Stay Straight Driver 1 Stay Straight a,c Strategic Behavior in Business and Econ d, d And the game ends with the preferred outcome for Driver 1 !!!!! Driver 2 Swerve Driver 1 Stay Straight a,c Strategic Behavior in Business and Econ Sometimes it makes sense to “dispose” of some strategies But it is very important that your opponent realizes you have done so ! In Stanley Kubrick's Dr. Strangelove. the Russians sought to deter American attack by building a "doomsday machine," a device that would trigger world annihilation if Russia was hit by nuclear weapons. However, the Russians failed to signal. They deployed their doomsday machine covertly !! Strategic Behavior in Business and Econ Hawk-Dove Game This is version of a Game of Chicken that is very useful in evolutionary biology The name "Hawk-Dove" refers to a situation in which two animals compete for a shared resource and the contestants can choose either conciliation or conflict. V is the value of the contested resource, and C is the cost of an escalated fight. It is (almost always) assumed that the value of the resource is less than the cost of a fight is, i.e., C > V > 0 If the two animals behave in the same way, the split the resource. Otherwise, the animal playing Hawk gets the whole resource Strategic Behavior in Business and Econ The environment of the game Players: Strategies: Payoffs: Animal 1 and Animal 2 Dove (show you intention) or Hawk (attack) (see the table) The Rules of the Game Timing of moves Nature of conflict and interaction Information conditions Simultaneous Conflict (anti-coordination) Symmetric Strategic Behavior in Business and Econ Animal 2 Dove Hawk Dove V/2 , V/2 0,V Hawk V,0 (V-C)/2 , (V-C)/2 Animal 1 Strategic Behavior in Business and Econ Animal 2 Dove Hawk Dove V/2 , V/2 0,V Hawk V,0 (V-C)/2 , (V-C)/2 Animal 1 Notice, since V<C, V > V/2 > 0 > (V-C)/2 It's a Game of Chicken Strategic Behavior in Business and Econ Animal 2 The solution(s) is as before Dove Hawk Dove V/2 , V/2 0,V Hawk V,0 (V-C)/2 , (V-C)/2 Animal 1 Notice, since V<C, V > V/2 > 0 > (V-C)/2 It's a Game of Chicken Strategic Behavior in Business and Econ In this case, doesn't seem to be any way to take an “irreversible step” In real life, some animals behave as doves while others Are Hawks (nature plays mixed strategies !) This example set the basis for a extremely fruitful application of Game Theory to Evolutionary Biology (John Maynard-Smith) And vice versa, Evolutionary Theory can be applied to Game Theory ! Strategic Behavior in Business and Econ Hard to solve games These are social games, situations in which although players seek a common goal, their individualistic behavior leads to non desirable outcomes Stag hunt Game The Volunteer's Dilemma Strategic Behavior in Business and Econ Stag hunt Game This is a game which describes a conflict between safety and social cooperation. Jean-Jacques Rousseau described a situation in which two individuals go out on a hunt. Each can individually choose to hunt a stag or hunt a hare. Each player must choose an action without knowing the choice of the other. If an individual hunts a stag, he must have the cooperation of his partner in order to succeed. An individual can get a hare by himself, but a hare is worth less than a stag. This is taken to be an important analogy for social cooperation. Strategic Behavior in Business and Econ The environment of the game Players: Strategies: Payoffs: Hunter 1 and Hunter 2 Hunt Stag or Hunt Hare (to be defined) The Rules of the Game Timing of moves Nature of conflict and interaction Information conditions Simultaneous Cooperation Symmetric Strategic Behavior in Business and Econ The payoffs Again, this is a game with no monetary payoff, other than the value of a Stag or a Hare. We can define the payoffs in accordance to the nature of the game. For each player, we have that: Best outcome Second Best Worst Outcome Strategic Behavior in Business and Econ The payoffs Again, this is a game with no monetary payoff, other than the value of a Stag or a Hare. We can define the payoffs in accordance to the nature of the game. For each player, we have that: Best outcome Second Best Worst Outcome Both hunt Stag Strategic Behavior in Business and Econ (a) The payoffs Again, this is a game with no monetary payoff, other than the value of a Stag or a Hare. We can define the payoffs in accordance to the nature of the game. For each player, we have that: Best outcome Second Best Worst Outcome Both hunt Stag I hunt Hare Strategic Behavior in Business and Econ (a) (b) The payoffs Again, this is a game with no monetary payoff, other than the value of a Stag or a Hare. We can define the payoffs in accordance to the nature of the game. For each player, we have that: Best outcome Second Best Worst Outcome Both hunt Stag I hunt Hare I hunt Stag while the other hunts hare Strategic Behavior in Business and Econ (a) (b) (c) Stag hunt Game Hunter 2 Stag Stag Hare a, a c,b b,c b, b Hunter 1 Hare Where a > b > c Strategic Behavior in Business and Econ Stag hunt Game We could give any value to a, b, and c, as long as they keep the order a>b>c Stag Hunter 2 Stag Hare a, a c,b b,c b, b Hunter 1 Hare Where a > b > c Strategic Behavior in Business and Econ Stag hunt Game Hunter 2 We can find the “best replies” as usual Stag Stag Hare a, a c,b b,c b, b Hunter 1 Hare Where a > b > c Strategic Behavior in Business and Econ Stag hunt Game There are 2 equilibria, but one is better for the two players than the other Stag Hunter 2 Stag Hare a, a c,b b,c b, b Hunter 1 Hare Where a > b > c Strategic Behavior in Business and Econ Stag hunt Game The equilibrium at which both player go for the Stag is called Payoff Dominant Stag Hunter 2 Stag Hare a, a c,b b,c b, b Hunter 1 Hare Where a > b > c Strategic Behavior in Business and Econ Stag hunt Game It corresponds to the social cooperation solution Stag Hunter 2 Stag Hare a, a c,b b,c b, b Hunter 1 Hare Where a > b > c Strategic Behavior in Business and Econ Stag hunt Game The equilibrium at which both player go for the Hare is called Risk Dominant Stag Hunter 2 Stag Hare a, a c,b b,c b, b Hunter 1 Hare Where a > b > c Strategic Behavior in Business and Econ Stag hunt Game It corresponds to the individually safe solution Stag Hunter 2 Stag Hare a, a c,b b,c b, b Hunter 1 Hare Where a > b > c Strategic Behavior in Business and Econ Individually safe solution Suppose that Hunter 1 is unsure about what Hunter 2 is going to do. Suppose she thinks that Hunter 2 is going to go for Stag with probability p Hunter 2 Stag (p) Stag Hare (1-p) a, a c,b b,c b, b Hunter 1 Hare Strategic Behavior in Business and Econ Individually safe solution Then, she (Hunter 1) must evaluate the Expected payoff of each of hear choices: E(Stag) vs. E(Hare) Hunter 2 Stag (p) Stag Hare (1-p) a, a c,b b,c b, b Hunter 1 Hare Strategic Behavior in Business and Econ Individually safe solution E(Stag) = p x a + (1-p) x c = c + p (a - c) E(Hare) = b Hunter 2 Stag (p) Stag Hare (1-p) a, a c,b b,c b, b Hunter 1 Hare Strategic Behavior in Business and Econ Individually safe solution Hence, Hunter 1 will choose Hare if E(Stag) < E(Hare), that is, if c + p(a – c) < b Hunter 2 Stag (p) Stag Hare (1-p) a, a c,b b,c b, b Hunter 1 Hare Strategic Behavior in Business and Econ Individually safe solution Solving for p: c + p(a – c) < b p(a – c) < (b – c) (b - c) p< Hunter 2 (a - c) Stag (p) Stag Hare (1-p) a, a c,b b,c b, b Hunter 1 Hare Strategic Behavior in Business and Econ Individually safe solution Thus, if Hunter 1 thinks that Hunter 2 will hunt Stag with a low probability (b - c) p< Hunter 2 (a – c) Then her safer choice is to Stag (p) Hare (1-p) hunt Hare Stag a, a c,b b,c b, b Hunter 1 Hare Strategic Behavior in Business and Econ Individually safe solution Thus, if players are unsure about the behavior of the other, and they are rather pessimistic (they believe that the probability that the other goes for Stag are low), then the “individually safe” Hunter 2 choice is to hunt Hare Stag (p) Stag Hare (1-p) a, a c,b b,c b, b Hunter 1 Hare Strategic Behavior in Business and Econ Individually safe solution Example: Take a = 3, b = 2, and c = 1 Hunter 2 Stag (p) Stag Hare (1-p) 3, 3 1,2 2,1 2, 2 Hunter 1 Hare Strategic Behavior in Business and Econ Individually safe solution Example: Take a = 3, b = 2, and c = 1 Then, (b - c) (2 – 1) 1 p< = = (a– c) (3 – 1) 2 Hunter 2 Stag (p) Stag Hare (1-p) 3, 3 1,2 2,1 2, 2 Hunter 1 Hare Strategic Behavior in Business and Econ Individually safe solution Thus, if players believe that the other will hunt Stag with a probability lower than 50%, the “individually safe” choice is to hunt Hare Hunter 2 Stag (p) Stag Hare (1-p) 3, 3 1,2 2,1 2, 2 Hunter 1 Hare Strategic Behavior in Business and Econ This game shows that some mutually beneficial outcome may be hard to achieve if cooperation is required The more pessimistic people is about the “social behavior” of others, the harder is to achieve cooperation Other examples of Stag hunt games are: Two individuals who must row a boat Raising funds for a public facility The hunting practices of orca (known as carousel feeding) are an example of a stag hunt. Here orcas cooperatively corral large schools of fish to the surface and stun them by hitting them with their tails. Since this requires that fish not have any mechanism for escape, it requires the cooperation of many orcas Strategic Behavior in Business and Econ The Volunteer's Dilemma The Volunteer's Dilemma models the situation in which a public (common) good must be provided. While all the players benefit from the consumption of the public good, each of them prefers the others to pay for it Think of an scenario in which the electricity has gone out for a two flat apartment building. The two inhabitants know that the electricity company will fix the problem as long as at least one person calls to notify them, at some cost. If no one volunteers, the worst possible outcome is obtained for all participants. If any one person elects to volunteer, the other benefits by not doing so Strategic Behavior in Business and Econ The environment of the game Players: Strategies: Payoffs: Person 1 and Person 2 Call or Don't call (in the table) The Rules of the Game Timing of moves Nature of conflict and interaction Information conditions Simultaneous Cooperation-Conflict Symmetric Strategic Behavior in Business and Econ The Volunteer's Dilemma Person 2 Call Don't Call Call 0, 0 0,1 Don't Call 1,0 -10, -10 Person 1 Strategic Behavior in Business and Econ The Volunteer's Dilemma Person 2 We have two equilibria Call Don't Call Call 0, 0 0,1 Don't Call 1,0 -10, -10 Person 1 Strategic Behavior in Business and Econ This is similar to a Game of Chicken in that the two players prefer the other to Call The difference is that Calling doesn't make you the “Chicken” Also, both Calling is not the best outcome for the two of them This example illustrates how difficult is the provision of a public good. Although everybody likes to have a City Park, all prefer the other to pay for it Strategic Behavior in Business and Econ Hard to believe games In some cases, the prediction of Game Theory seem to be highly unintuitive. These are games that, if actually played, people doesn't behave as expected The Traveler's Dilemma Guess 2/3 of the average game Strategic Behavior in Business and Econ The Traveler's Dilemma An airline loses two suitcases belonging to two different travelers. Both suitcases happen to be identical and contain identical antiques. An airline manager tasked to settle the claims of both travelers explains that the airline is liable for a maximum of $100 per suitcase, and in order to determine an honest appraised value of the antiques the manager separates both travelers so they can't confer, and asks them to write down the amount of their value at no less than $2 and no larger than $100. Strategic Behavior in Business and Econ He also tells them that if both write down the same number, he will treat that number as the true dollar value of both suitcases and reimburse both travelers that amount. However, if one writes down a smaller number than the other, this smaller number will be taken as the true dollar value, and both travelers will receive that amount along with a bonus/malus: $2 extra will be paid to the traveler who wrote down the lower value and a $2 deduction will be taken from the person who wrote down the higher amount. The challenge is: what strategy should both travelers follow to decide the value they should write down Strategic Behavior in Business and Econ The environment of the game Players: Strategies: Payoffs: Traveler 1 and Traveler 2 Any (integer) number between 2 and 100 (in the table) The Rules of the Game Timing of moves Nature of conflict and interaction Information conditions Simultaneous Conflict Symmetric Strategic Behavior in Business and Econ The Traveler's Dilemma Traveler 2 Traveler 1 Strategic Behavior in Business and Econ The Traveler's Dilemma Traveler 2 Traveler 1 Strategic Behavior in Business and Econ The Traveler's Dilemma Traveler 2 Traveler 1 We can proceed by elimination of Dominated Strategies Strategic Behavior in Business and Econ The Traveler's Dilemma Traveler 2 Traveler 1 We can proceed by elimination of Dominated Strategies Strategic Behavior in Business and Econ The Traveler's Dilemma Traveler 2 Traveler 1 We can proceed by elimination of Dominated Strategies Strategic Behavior in Business and Econ The Traveler's Dilemma Traveler 2 Traveler 1 We can proceed by elimination of Dominated Strategies Strategic Behavior in Business and Econ The Traveler's Dilemma Traveler 2 Traveler 1 We can proceed by elimination of Dominated Strategies Strategic Behavior in Business and Econ The Traveler's Dilemma Traveler 2 Traveler 1 We can proceed by elimination of Dominated Strategies Strategic Behavior in Business and Econ The Traveler's Dilemma Traveler 2 Traveler 1 We can proceed by elimination of Dominated Strategies Strategic Behavior in Business and Econ The Traveler's Dilemma Traveler 2 Traveler 1 We can proceed by elimination of Dominated Strategies Strategic Behavior in Business and Econ The Traveler's Dilemma Traveler 2 Traveler 1 We can proceed by elimination of Dominated Strategies Strategic Behavior in Business and Econ The Traveler's Dilemma Traveler 2 Traveler 1 We can proceed by elimination of Dominated Strategies Strategic Behavior in Business and Econ The Traveler's Dilemma Traveler 2 Traveler 1 We can proceed by elimination of Dominated Strategies Strategic Behavior in Business and Econ The Traveler's Dilemma Traveler 2 Traveler 1 We can proceed by elimination of Dominated Strategies Strategic Behavior in Business and Econ The Traveler's Dilemma Traveler 2 Traveler 1 This is the solution ! Strategic Behavior in Business and Econ The Traveler's Dilemma Traveler 2 Traveler 1 If we look for the Nash Equilibrium instead . . . Strategic Behavior in Business and Econ The Traveler's Dilemma Traveler 2 Traveler 1 We draw the “Best Replies” (Red Circles) Strategic Behavior in Business and Econ The Traveler's Dilemma Traveler 2 Traveler 1 The unique Nash Equilibrium is (2, 2) ! Strategic Behavior in Business and Econ All “game theoretical” solutions have (2, 2) as the final prediction of the game Experimental evidence shows that players choose quantities close to 100 Strategic Behavior in Business and Econ Guess 2/3 of the average game Guess 2/3 of the average is a game where several people guess what 2/3 of the average of their guesses will be, and where the numbers are restricted to the real numbers between 0 and 100. The winner is the one closest to the 2/3 average. 0 100 Strategic Behavior in Business and Econ Guess 2/3 of the average game Example: Three players play the game and the choices are: c1 = 42, c2 = 12, c3 = 23 0 12 23 42 c2 c3 c1 The average is ( 12 + 23 + 42 ) / 3 = 77 / 3 = 25.666 Thus, 2/3 of the average is 2/3 of 77/3 = 154/9 = 17.11111 Strategic Behavior in Business and Econ 100 17.1111 25.666 0 12 23 42 c2 c3 c1 c1 – 17.111 = 42 – 17.111 = 24.888 c2 – 17.111 = 12 – 17.111 = -5.111111 c3 – 17.111 = 23 – 17.111 = 5.888 In this example, player 2 is the winner with c2 = 12 Strategic Behavior in Business and Econ 100 The environment of the game Players: Strategies: Payoffs: Player 1, Player 2, Player 3, ... Any number between 0 and 100 $1 if win, 0 otherwise. If there is a tie, the dollar is split among the winners (with respect to previous examples, this game features more than 2 players and an infinite number of strategies !) The Rules of the Game Timing of moves Nature of conflict and interaction Information conditions Simultaneous Conflict Symmetric Strategic Behavior in Business and Econ Guess 2/3 of the average game (Analysis) Although this game doesn't admit a “table” representation, it can be solved by elimination of Dominated Strategies Notice first that for whatever choices of a number by the players, the average can NEVER be larger than 100 Therefore, 2/3 of the average can NEVER be above (2/3) x 100 = 66.67 Therefore, I should NEVER choose a number above 66.67 That is, the choice of any number above 66.67 is a Dominated Strategy Strategic Behavior in Business and Econ Guess 2/3 of the average game (Analysis) Although this game doesn't admit a “table” representation, it can be solved by elimination of Dominated Strategies Notice first that for whatever choices of a number by the players, the average can NEVER be larger than 100 Therefore, 2/3 of the average can NEVER be above (2/3) x 100 = 66.67 Therefore, I should NEVER choose a number above 66.67 That is, the choice of any number above 66.67 is a Dominated Strategy Dominated Strategies 0 66.67 Strategic Behavior in Business and Econ 100 Guess 2/3 of the average game (Analysis) Hence, the players will never choose a number above 66.67 and then the average can NEVER be larger than 66.67 Therefore, 2/3 of the average can NEVER be above (2/3) x 66.67 = 44.45 Therefore, I should never choose a number above 44.45 That is, the choice of any number above 44.45 is now a Dominated Strategy Dominated Strategies 0 66.67 Strategic Behavior in Business and Econ 100 Guess 2/3 of the average game (Analysis) Hence, the players will never choose a number above 66.67 and then the average can NEVER be larger than 66.67 Therefore, 2/3 of the average can NEVER be above (2/3) x 66.67 = 44.45 Therefore, I should never choose a number above 44.45 That is, the choice of any number above 44.45 is now a Dominated Strategy Dominated Strategies 0 44.45 66.67 Strategic Behavior in Business and Econ 100 Guess 2/3 of the average game (Analysis) Hence, the players will never choose a number above 44.45 and then the average can NEVER be larger than 44.45 Therefore, 2/3 of the average can NEVER be above (2/3) x 44.45 = 29.64 Therefore, I should never choose a number above 29.64 That is, the choice of any number above 29.64 is now a Dominated Strategy Dominated Strategies 0 44.45 66.67 Strategic Behavior in Business and Econ 100 Guess 2/3 of the average game (Analysis) Hence, the players will never choose a number above 44.45 and then the average can NEVER be larger than 44.45 Therefore, 2/3 of the average can NEVER be above (2/3) x 44.45 = 29.64 Therefore, I should never choose a number above 29.64 That is, the choice of any number above 29.64 is now a Dominated Strategy Dominated Strategies 0 29.64 44.45 66.67 Strategic Behavior in Business and Econ 100 Guess 2/3 of the average game (Analysis) And by continuing the elimination of Dominated Strategies, the only choice that survives is to choose 0 as your guess of 2/3 of the average of all the number chosen by the players Dominated Strategies 0 29.64 44.45 66.67 Strategic Behavior in Business and Econ 100 Guess 2/3 of the average game (Analysis) The predicted outcome is that all the players will choose 0. Then, the average will be 0, and 2/3 of the average will also be 0. That is, all players win. Experimental evidence goes against this theoretical prediction In an Internet contest with 19.196 people playing and a $865 prize, the winning value was 21.6 Strategic Behavior in Business and Econ Hard to analyze games Most games that represent real business and/or economics scenarios often involve a large number of strategies, many players, and complicated rules. In such cases a simple table representation is not possible and the search for equilibria requires other techniques Hotelling Spatial Competition Game Strategic Behavior in Business and Econ Hotelling Spatial Competition Game Suppose that there are two competing shops selling the same indistinguishable product at the same price, and that they must be located along the length of a street running north and south. Each shop owner wants to locate his shop such that he maximizes his own market share by drawing the largest number of customers. Customers are spread equally along the street. Suppose, finally, that each customer will always choose the nearest shop 1 2 Strategic Behavior in Business and Econ The environment of the game Players: Strategies: Payoffs: Shop 1 and Shop 2 Any location within the length of the street For each shop, all the customers that are closer to it than to the competitor The Rules of the Game Timing of moves Nature of conflict and interaction Information conditions Strategic Behavior in Business and Econ Simultaneous Conflict Symmetric What will be the location of the shops ? 1 2 Strategic Behavior in Business and Econ First Guess . . . 1 2 Strategic Behavior in Business and Econ But, what would you do if you were Shop 1 1 2 Strategic Behavior in Business and Econ But, what would you do if you were Shop 1 1 Strategic Behavior in Business and Econ 2 You get more costumers than before ! 1 Strategic Behavior in Business and Econ 2 What will be the “best reply” by Shop 2 ? 1 Strategic Behavior in Business and Econ 2 What will be the “best reply” by Shop 2 ? 2 1 Strategic Behavior in Business and Econ You get more costumers than before ! 2 1 Strategic Behavior in Business and Econ If this dynamics continues, the unique stable point is 1 2 Strategic Behavior in Business and Econ The two shops locate at the middle of the street ! 1 2 Strategic Behavior in Business and Econ This is an example of “spatial clustering” of business There are real examples of this Car Dealers Oriental rug stores Computer (electronics) districts Michigan Avenue But this also may apply to other characteristics of businesses: Quality Sweetness Even to politics ! Strategic Behavior in Business and Econ This model can also explain the common complaint that, for instance, the presidential candidates of the two American political parties are "practically the same". Once each candidate is confirmed during primaries, they are usually established within their own partisan camps. The remaining undecided electorate resides in the middle of the political spectrum, and there is a tendency for the candidates to "rush for the middle" in order to appeal to this crucial bloc. Like the paradigmatic example, the assumption is that people will choose the least distant option, (in this case, the distance is ideological) and that the most votes can be had by being directly in the center. Strategic Behavior in Business and Econ Primaries Strategic Behavior in Business and Econ Nominees Strategic Behavior in Business and Econ Final campaign Strategic Behavior in Business and Econ What would happen if . . . Strategic Behavior in Business and Econ What would happen if . . . This is know as the Median Voter Theory, very popular in modern Political Science Strategic Behavior in Business and Econ