Learning non-compensatory sorting models using efficient SAT/MaxSAT formulations

Ali Tlili,Khaled Belahcène,Oumaima Khaled,Vincent Mousseau,Wassila Ouerdane

European Journal of Operational Research（2022）

引用 6|浏览11

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摘要

•We consider the multicriteria Non-compensatory sorting model (NCS).•We study two SAT based representations for learning an NCS model from data.•We extend a SAT formulation to multiple categories.•We provide extensive numerical tests.

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关键词

Multiple criteria analysis,Non-compensatory sorting,Preference learning,SAT/MaxSAT

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