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Genetic Algorithms: Common Applications
Scheduling
Genetic Algorithms (GA) can be used for
numerous scheduling problems. Using a GA for difficult
scheduling problems enables relatively arbitrary
constraints and objectives to be incorporated painlessly
into a single optimization method.
Computer Games
Genetic Algorithms can be used to evolve
behaviors of characters and events with in computer
games. As players interact with characters and events the
game's GA will come up with an
encoding to represent that player's strategies, one that
is amenable to crossover and to mutation.
Stock Market Trading
Genetic Algorithms can be used to
improve trading systems. Using GAs, active traders can
optimize inputs, indicators, and rules for their trading
systems and increase returns.
Medical
Genetic Algorithms can be
used throughout the medical field. GAs can help develop
treatment programs, optimize drug formulas, improve
diagnostics, and much more.
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