SYSTEM AND METHOD FOR OPTIMIZED GENERATION EVALUATION, SELECTION OF SOLUTIONS USING IMPROVED DISTRIBUTED EVOLUTIONARY COMPUTING

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United States of America Patent

APP PUB NO 20240005174A1
SERIAL NO

17855914

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Abstract

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A system and method for optimized generation, evaluation and selection of solutions associated with problems of different domain types using distributed evolutionary computing is provided. A request corresponding to problem associated with domain type is sent. A seed population corresponding to the request is generated. The generated seed population corresponding to the request is evaluated based on privately hosted datasets. The evaluated seed population is associated with one or more metrics to generate metric dataset. A best candidate solution associated with the metrics dataset is selected by recursively processing the metrics dataset associated with the evaluated seed population until a termination condition is reached. In the event the termination condition is not reached a next population is generated based on the best candidate solution and evaluated based on the privately hosted datasets. The best candidate solution is selected based on the next population until the termination condition is reached.

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Patent Owner(s)

Patent OwnerAddress
COGNIZANT TECHNOLOGY SOLUTIONS US CORP500 FRANK W BURR BOULEVARD TEANECK NJ 07666

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Miikkulainen, Risto Stanford, US 48 493
Shahrzad, Hormoz Dublin, US 37 506

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