Clean energy index system construction method based on multi-objective optimization algorithm

The invention provides a clean energy index system construction method based on a multi-objective optimization algorithm, and relates to the technical field of clean energy evaluation, and the method comprises the steps: constructing a clean energy evaluation index system, and selecting an initial e...

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Main Authors LIU BIN, ZHAO PENGYUAN, HU MINGYU, ZHAI QUNFANG, ZHAO SHUANG, MA ZUOFU, DING WANQIN
Format Patent
LanguageChinese
English
Published 12.07.2024
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Abstract The invention provides a clean energy index system construction method based on a multi-objective optimization algorithm, and relates to the technical field of clean energy evaluation, and the method comprises the steps: constructing a clean energy evaluation index system, and selecting an initial evaluation index from four dimensions of pressure, state, influence and response; calculating a first information contribution rate of each initial evaluation index in the clean energy evaluation index system, and sorting according to the first information contribution rates from large to small to obtain an importance sorting result of the initial evaluation indexes; and performing population initialization by using an importance degree sorting result, and performing dual-target optimization screening on the initial evaluation indexes according to an optimization algorithm, the dual-target optimization including evaluation index number reduction optimization and second information contribution rate optimization, and
AbstractList The invention provides a clean energy index system construction method based on a multi-objective optimization algorithm, and relates to the technical field of clean energy evaluation, and the method comprises the steps: constructing a clean energy evaluation index system, and selecting an initial evaluation index from four dimensions of pressure, state, influence and response; calculating a first information contribution rate of each initial evaluation index in the clean energy evaluation index system, and sorting according to the first information contribution rates from large to small to obtain an importance sorting result of the initial evaluation indexes; and performing population initialization by using an importance degree sorting result, and performing dual-target optimization screening on the initial evaluation indexes according to an optimization algorithm, the dual-target optimization including evaluation index number reduction optimization and second information contribution rate optimization, and
Author MA ZUOFU
ZHAI QUNFANG
ZHAO PENGYUAN
LIU BIN
DING WANQIN
HU MINGYU
ZHAO SHUANG
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– fullname: DING WANQIN
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DocumentTitleAlternate 一种基于多目标优化算法的清洁能源指标体系构建方法
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Snippet The invention provides a clean energy index system construction method based on a multi-objective optimization algorithm, and relates to the technical field of...
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SubjectTerms CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES
PHYSICS
SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR
Title Clean energy index system construction method based on multi-objective optimization algorithm
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