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Genetic Algorithm limits for more than 500,000 variables

开发者 https://www.devze.com 2022-12-07 21:55 出处:网络
Can GA(Genetic Algorithm) handle a mixed integer(0-1 problem) non-linear optimization problem with 500,000 variables? One objective function: linear; 80 constraints: 78 are linear, 2 are non-linear. T

Can GA(Genetic Algorithm) handle a mixed integer(0-1 problem) non-linear optimization problem with 500,000 variables? One objective function: linear; 80 constraints: 78 are linear, 2 are non-linear. The real challenge is the number of va开发者_Python百科riables. I wonder whether GA is a good option for such a problem?

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