Invention Publication
- Patent Title: GEOGRAPHIC DISTRIBUTION OF RESOURCES USING GENETIC ALGORITHMS
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Application No.: US17818472Application Date: 2022-08-09
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Publication No.: US20240054368A1Publication Date: 2024-02-15
- Inventor: Volodymyr TOMENKO , Dalmo CIRNE , Ganesh RAJARATNAM , Chris CHEN
- Applicant: WORKDAY, INC.
- Applicant Address: US CA Pleasanton
- Assignee: WORKDAY, INC.
- Current Assignee: WORKDAY, INC.
- Current Assignee Address: US CA Pleasanton
- Main IPC: G06N5/04
- IPC: G06N5/04 ; G06N3/12

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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