机械科学与技术2026，Vol.45Issue(2)：261-269,9.DOI:10.13433/j.cnki.1003-8728.20240020
结合遗传算法和改进CRITIC-GRA-TOPSIS的美学评价方法
Aesthetic Evaluation Method Combining Genetic Algorithm and Improved CRITIC-GRA-TOPSIS
摘要
Abstract
Current design evaluation methods often suffer from issues such as subjectivity,uncertainty,and randomness.In response,this study proposes an innovative aesthetic evaluation approach that combines genetic algorithms with an enhanced CRITIC-GRA-TOPSIS integrated assessment.The method begins to optimize product family morphological features using a genetic algorithm,grounded in aesthetic computation principles.It then explores various aesthetic dimensions,establishes an index system for aesthetic evaluation,and quantifies aesthetic feature indicators through computational principles.To enhance objectivity,an improved CRITIC method is employed to determine weights for each criterion.The GRA-TOPSIS method is finally applied to calculate comprehensive evaluations and establish a rankingusing these criterion weights.Validated through experiments focusing on automotive headlights and compared with existing methods,this approach demonstrates its feasibility and applicability.The research results highlight the model's accuracy and objectivity in providing a quantitative assessment of product aesthetics,presenting a promising and effective alternative for aesthetic evaluation.关键词
遗传算法/改进CRITIC/GRA-TOPSIS/美学计算/审美评价Key words
genetic algorithms/improved CRITIC/GRA-TOPSIS/aesthetic computing/aesthetic evaluation分类
通用工业技术引用本文复制引用
张旭壮,王卫星,王子翱..结合遗传算法和改进CRITIC-GRA-TOPSIS的美学评价方法[J].机械科学与技术,2026,45(2):261-269,9.基金项目
贵州省省级科技计划重点项目(黔科合基础-ZK[2023]重点015) （黔科合基础-ZK[2023]重点015）
