EvoSynth 0.1.1

Operating systemsOS : Windows / Linux / Mac OS / BSD / Solaris
Program licensingScript Licensing : MIT License
CreatedCreated : Mar 23, 2010
Size downloadDownloads : 8
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EvoSynth stands for Evolutionary Computation ...

evosynth by Yves Adler stands for Evolutionary Computation Synthesizer.
Most important functions of EvoSynth 0.1.1:
General features:
• Classes for individuals, populations, algorithm profiles, genomes
• support for custom randomizer
• Meta operators: proportional, sequentional and conditional combined operators
• Logging support with exporter to gnuplot, gruff and csv
• Many predefined fitness functions
Benchmarking features:
• Diversity calculations (distance, entropy and subsequence)
• Mean, median, variance calculations for array/population
• T-test to determine statistical significance
Most common evolutionary algorithms:
• Hillclimber (single individual and population based)
• Standard genetic algorithm, steady state GA
• Memetic algorithm
• Evolution strategies (adaptive, selfadaptive and derandomized)
• Local search (hillclimber, threshold acceptance, simulated annealing, great deluge, record-to-record travel)
evolutionary_algorithm (round robin and balanced)
Selection strategies:
identity
• Random selection
• Best selection
• n-stage tournament selection
• Tournament selection
• Fitness proportional selection
• Roulette wheel selection
Mutations:
• Identity
• One gene flipping, binary mutation, efficient binary mutation
• Exchange mutation, inversion mutation, mixing mutation, shifting mutation
• Uniform real mutation, Gauss mutation, self-adaptive Gauss mutation
Recombinations:
• Identity
• One-point-crossover, k-point-crossover, uniform crossover
• Arithmetic crossover
• Ordered recombination, partially mapped crossover, edge recombination
• Global uniform crossover, global arithmetic crossover
News in the current EvoSynth [evosynth0.1.1.exe] version:
• New benchmarking features like diversity calculations (distance, entropy and subsequence), mean, median, variance calculations for array/population and t-test to determine statistical significance.
• rakefile: dependency cleanup.

EvoSynth 0.1.1 scripting tags: mutation, prototyping framework, computation synthesizer, algorithm, selection, crossover, features, evosynth, identity, evolutionary algorithm, calculations. What is new in EvoSynth 0.1.1 software script? - Unable to find EvoSynth 0.1.1 news. What is improvements are expecting? Newly-made EvoSynth 0.2 will be downloaded from here. You may download directly. Please write the reviews of the EvoSynth. License limitations are unspecified.