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US Patent 8700548 Optimization technique using evolutionary algorithms

Patent 8700548 was granted and assigned to Indian Statistical Institute on April, 2014 by the United States Patent and Trademark Office.

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Current Assignee
Indian Statistical Institute
Indian Statistical Institute
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
8700548
Date of Patent
April 15, 2014
Patent Application Number
13265480
Date Filed
October 15, 2010
Patent Primary Examiner
‌
Kakali Chaki
Patent abstract

Provided embodiments include a method, a system, a device, and an article of manufacture. A system for terminating a genetic algorithm (GA), where the GA uses an iterator and generates one best solution per iteration, includes a memory, an iterative processor, and a terminating processor. The memory is provided for storing a plurality of best solutions generated in a plurality of iterations of the GA. One of the best solutions generated in one of the iterations is stored in the memory if the one of the best solutions is better than a previous one of the best solutions generated in a previous one of the iterations. The iterative processor computes a variance of the plurality of the best solutions stored in the memory. The terminating processor terminates the iterator when the variance is less than or equal to a predetermined threshold.

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