GEOGRAPHIC DISTRIBUTION OF RESOURCES USING GENETIC ALGORITHMS
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United States of America Patent
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Issued Date -
Feb 15, 2024
app pub date -
Aug 9, 2022
filing date -
Aug 9, 2022
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Abstract
In some aspects, the techniques described herein relate to a method including: initializing a population of hypotheses; computing misfit values for each of the hypotheses, the misfit values computed using a fitness function including a weighted summation, wherein terms of weighted summation include metric functions; generating a plurality of offspring hypotheses based on the population of hypotheses and a crossover bitmask; generating a new population using the plurality of offspring and a subset of the population of hypotheses; mutating at least one hypothesis in the new population; selecting a hypothesis from the new population based on a corresponding misfit value of the hypothesis; and allocating at least one resource based on the hypothesis.
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