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The genetic algorithm software is a genetic algorithm which uses Genetic Server and Genetic Library. Evolutionary computing with genetic program by John Holland, David Goldberg,  Evolover The genetic algorithm software is a genetic algorithm which uses Genetic Server and Genetic Library. Evolutionary computing with genetic program by John Holland, David Goldberg,  Evolover


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Common GA applications


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Genetic Server and Genetic Library provide general purpose APIs for genetic algorithm design. Genetic Server is an ActiveX component that can be used to easily build custom genetic applications in Visual Basic. Genetic Library is a C++ library that can be used for building custom genetic applications in Visual C++. There are no royalties for distributing applications built with either of these products.

Both products include extensive on-line help documenting the APIs as well as genetic algorithm theory. In addition, there are multiple examples with corresponding source code that can be pulled from in order to get up and running faster. In a recent reveiw, Generation5.org said the "Genetic Server has excellent features, documentation and functionality." and gave the product an overall rating of 90% out of 100%.

Features
Genetic Algorithms
  • Generational
  • Steady-State
Data Types
  • Binary
  • Integer
  • Float
Mutation Operators
  • Flip Bit
  • Boundary
  • Uniform
  • Gaussian
Crossover Operators
  • One Point
  • Two Point
  • Uniform
  • Arithmetic
  • Heuristic
Selection Operators
  • Roulette
  • Tournament
  • Top Percent
  • Best
  • Random
Termination Methods
  • Generation Number
  • Evolution Time
  • Fitness Convergence
  • Population Convergence
  • Gene Convergence

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