SYSTEM AND METHOD FOR AUGMENTING POPULATION OF SOLUTIONS
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United States of America Patent
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Oct 26, 2023
app pub date -
Apr 25, 2022
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Apr 25, 2022
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Abstract
The present invention provides a system and a method for augmenting population of candidate solutions with respect to segments of one or more best solution(s) of the population to improve evolutionary computing. In operation, a segment is randomly selected from one of the one or more best solutions of a population. Further, a first population of solutions is generated with respect to randomly selected segment. Furthermore, a second population of candidate solutions is generated with respect to complement of the randomly selected segment. Yet further, the steps of randomly selecting a segment, and generating a first and a second population of solutions is repeated for other of the one or more best solutions of the population. Yet further, the first and the second population of candidate solutions generated with respect to respective one or more best solutions of the population are merged with the population to generate an augmented population.
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