Adaptive computing systems, computer readable memories and proce

Data processing: artificial intelligence – Machine learning – Genetic algorithm and genetic programming system

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706 10, 706 14, G06F 1518

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active

058192441

ABSTRACT:
Hyperlinear chromosomes are arrays of parameters stored in a computer readable memory, for use in implementing a genetic algorithm. Each chromosome may represent the mapping of a problem, including physical parameters, onto constituent genes which are addressed in memory as multiple, intersecting vectors in n-dimensions, where n is >2. A computing system is adapted to perform hyperlinear crossover, reproduction and fitness evaluation on the hyperlinear chromosomes. An adaptive computing system produces optimized control signals based on the attainment of a desired level of fitness of one or more hyperlinear chromosomes.

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