continuous wright-fisher model
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8/12/2019 Continuous Wright-Fisher Model
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Haley Cope
Continuous Wright-Fisher Model
8/12/2019 Continuous Wright-Fisher Model
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The male peacock hasa long tail.
This makes him visibleto predators and morelikely to be killed.
Thus, it would make
sense for naturalselection to selectagainst this trait.
Proposed ideas:
Group selection
Costly signaling
Motivation
8/12/2019 Continuous Wright-Fisher Model
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SenderA player sending
HighA desirable send
LowAn undesirable se
ReceiverA player making
based on the sign
Specific to this mod
GameModel of interacting decision-
makers
Players
Decision makers
Strategy Rules players use to make
decisions
Payoff
Represent the motivations ofplayers (profit, etc)
Game Theory
Definitions
8/12/2019 Continuous Wright-Fisher Model
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Senders (high & low), receivers
Senders pay some cost to send a signal
Receivers choose to accept or reject based on the sig
Nash Equilibrium:
Pooling EquilibriumOstentatious Separating
Efficient Separating
Costly Signaling
Which equilibrium will the system tend toward?
8/12/2019 Continuous Wright-Fisher Model
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Randomly initialize a population with strategies {0, 1, 2, 3} for senders, any combination for receivers
Assign each player payoffs, and fitness +5 for senders accepted & receivers accepting a high type
-5 for receivers accepting a low type
Players have offspring proportional to their finessesOffspring take strategy of parent, small probability try new stra
Old generation dies, and keep average of the strateg
Start the process over for some number of generation
Wright Fisher Model
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Graph showing thpossible equilibria
Results
Efficient Separa
Pooling
Ostentatious Separating
8/12/2019 Continuous Wright-Fisher Model
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Strategies on a range
Cost defined by a cont
Can partially accept Payoffs are in a range
acceptance)
Continuous
Discrete possible strategies
Discrete cost
Discrete acceptanceDiscrete payoff
Discrete
Wright Fisher Model
8/12/2019 Continuous Wright-Fisher Model
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Costs must be increasing as the strategy increases
High types must pay a lower cost than low types
Receivers must be able to have fractional acceptancDifficulty arises here
If we want the strategies to be truly continuous, we need them
able to choose any strategy in the space.
Requirements
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Results
My implementation of continuous costlysignaling
8/12/2019 Continuous Wright-Fisher Model
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Find a way to allow all possible functions Requires a great deal of mathematical background
Revise the way receivers choose strategiesAllow for drift as opposed to hopping between functions
Continuous types
Instead of high-low, allow for degrees of quality
Further Research