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PROCESS AND SYSTEM INCLUDING EXPLAINABLE PRESCRIPTIONS THROUGH SURROGATE-ASSISTED EVOLUTION
PROCESS AND SYSTEM INCLUDING EXPLAINABLE PRESCRIPTIONS THROUGH SURROGATE-ASSISTED EVOLUTION
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机译：过程和系统包括通过代理辅助演进的可解释的处方
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摘要
An explainable surrogate-assisted evolutionary optimization method, E-ESP, discovers rule-based decision strategies for which actions to take to achieve certain outcomes when historical training data is limited or unavailable. The resulting rules are human readable and thus facilitate explainability and trustworthiness unlike the black box solutions resulting from neural network solutions.
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