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Better Chess through Genetic Programming
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A tutorial on genetic programming with applications to chess.
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Better Chess through Genetic Programming
1.
Better Chess Through
Genetic Programming Christopher Swenson [email_address]
2.
3.
4.
5.
6.
Minimax Tree
7.
8.
Example
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10.
11.
Crossover Function A
Function B (# Queens x 9) + (# Pawns) # Knights / 2 Select two functions from gene pool at random
12.
Crossover (cont’d.) Function
A Function B (# Queens x 9) + (# Pawns) # Knights / 2 Select a node on each function at random for crossover
13.
Crossover (cont’d.) New
Function A New Function B (# Queens x 9) + (# Knights / 2) # Pawns Swap
14.
15.
16.
17.
18.
19.
20.
21.
8 th
Generation (White) vs. 1 st Generation (Black)
22.
23.
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