NASH EQUILIBRIUM
In game theory, the Nash equilibrium is a solution concept of a non-cooperative game involving two or more players, in
which each player is assumed to know the equilibrium strategies of the other players, and no player has anything to gain by
changing only their own strategy unilaterally. If each player has chosen a
strategy and no player can benefit by changing strategies while the other
players keep theirs unchanged, then the current set of strategy choices and the
corresponding payoffs constitute a Nash Equilibrium.
Informally, a set of
strategies is a Nash equilibrium if no player can do better by unilaterally
changing his or her strategy. To see what this means, imagine that each player
is told the strategies of the others. Suppose then that each player asks
himself or herself: "Knowing the strategies of the other players, and
treating the strategies of the other players as set in stone, can I benefit by
changing my strategy?"
If any player would answer
"Yes", then that set of strategies is not a Nash equilibrium. But if
every player prefers not to switch (or is indifferent between switching and
not) then the set of strategies is a Nash equilibrium. Thus, each strategy in a
Nash equilibrium is a best
response to all other strategies in that equilibrium
Game
theorists use the Nash equilibrium concept to analyze the outcome of the strategic
interaction of several decision makers. In other words, it provides a way
of predicting what will happen if several people or several institutions are
making decisions at the same time, and if the outcome depends on the decisions
of the others. The simple insight underlying John Nash's idea is that one
cannot predict the result of the choices of multiple decision makers if one
analyzes those decisions in isolation. Instead, one must ask what each player
would do, taking
into account the decision-making of the others.
Things we
need to know:
Players
(Decision Makers)
Actions
Payoffs
Matrix
and trees (not important)
Examples:
Prisoner’s
Dilemma(the single nash equilibrium)
Zero Sum
Games(coin tossing, the infinite)
Crossing
a Street(dual solution)
The Game
of Averages(stock prices)
Rock
Paper Scissors(zero sum game)
Will be explaning
everything with examples.
Sohoum Biswas, Presidency University
No comments:
Post a Comment