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genetic algorithm

   Also found in: Financial, Acronyms, Wikipedia 0.04 sec.
genetic algorithm - (GA) An evolutionary algorithm which generates each individual from some encoded form known as a "chromosome" or "genome". Chromosomes are combined or mutated to breed new individuals. "Crossover", the kind of recombination of chromosomes found in sexual reproduction in nature, is often also used in GAs. Here, an offspring's chromosome is created by joining segments choosen alternately from each of two parents' chromosomes which are of fixed length.

GAs are useful for multidimensional optimisation problems in which the chromosome can encode the values for the different variables being optimised.

Illinois Genetic Algorithms Laboratory (IlliGAL).

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In essence it represents a new form of genetic algorithm aimed at networks in which mutations occur in each cycle as either base-pair switches or large translocations.
The list of enhancements includes a new efficient exploratory optimization technique--Multi-Island Genetic Algorithm, an updated Adaptive Simulated Annealing technique, and approximation model enhancements addition of Kriging and 3rd and 4th order Response Surface Models.
In-silico computational biology: In-silico ADMET (Absorbtion, Distribution, Metabolism, Excretion, Toxicology) prediction based on genetic algorithm neural network software
 
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