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ICGA
2007
90views Optimization» more  ICGA 2007»
13 years 7 months ago
Game Over: Black to Play and Draw in Checkers
In 1989, an effort to solve the game of checkers began. It was naïve because of the daunting size of the search space, 5×1020 positions, and because of computer capabilities of ...
Jonathan Schaeffer
ICGA
2007
89views Optimization» more  ICGA 2007»
13 years 7 months ago
Playing the Right Atari
We experimented a simple yet powerful optimization for Monte-Carlo Go tree search. It consists in dealing appropriately with strings that have two liberties. The heuristic is cont...
Tristan Cazenave
ICGA
1997
126views Optimization» more  ICGA 1997»
13 years 8 months ago
Evolution of Graph-Like Programs with Parallel Distributed Genetic Programming
Parallel Distributed Genetic Programming (PDGP) is a new form of Genetic Programming (GP) suitable for the development of programs with a high degree of parallelism. Programs are ...
Riccardo Poli
ICGA
1993
75views Optimization» more  ICGA 1993»
13 years 8 months ago
Structure and Performance of Fine-Grain Parallelism in Genetic Search
Within the parallel genetic algorithm framework, there currently exists a growing dichotomy between coarse-pain and fine-grain parallel architectures. This paper attempts to chara...
Shumeet Baluja
ICGA
1993
157views Optimization» more  ICGA 1993»
13 years 8 months ago
Optimal Interaction of Mutation and Crossover in the Breeder Genetic Algorithm
The dynamic behavior of mutation and crossover is investigated with the Breeder Genetic Algorithm. The main emphasis is on binary functions. The genetic operators are compared nea...
Heinz Mühlenbein, Dirk Schlierkamp-Voosen