| 面向工程的优化算法性能实验研究 |
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| 引用本文： | 韩明红,邓家禔.面向工程的优化算法性能实验研究[J].中国机械工程,2007,18(12):1460-1464. |
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| 作者姓名： | 韩明红 邓家禔 |
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| 作者单位： | 北京航空航天大学,北京,100083 |
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| 基金项目： | 国家自然科学基金;国防科技应用基础研究基金 |
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| 摘 要： | 针对10种工程常用的优化算法进行实验研究,选取12个优化算法Benchmark测试函数进行算法评价,包括连续的和不连续的、凸的和非凸的、单峰的和多峰的、二次的和非二次的、低维的和高维的、有约束的和无约束的测试函数。对实验结果进行分析,从解空间的角度对算法的特性进行分析总结,给出了算法选取的准则。
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| 关 键 词： | 计算机辅助设计 优化 实验 多学科设计优化 |
| 文章编号： | 1004-132X（2007）12-1460-05 |
| 修稿时间： | 2006-02-20 |
Experimental Study on Performance of Engineering-oriented Optimization Algorithms |
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| Han Minghong,Deng Jiati.Experimental Study on Performance of Engineering-oriented Optimization Algorithms[J].China Mechanical Engineering,2007,18(12):1460-1464. |
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| Authors: | Han Minghong Deng Jiati |
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| Affiliation: | Beijing University of Aeronautics and Astronautics, Beijing, 100083 |
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| Abstract: | Twelve Benchmark optimization--testing functions were used to study performance of ten engineering--oriented optimization algorithms. The twelve benchmark functions consisted of continuous function,discontinuous function,convex function, concave function, unimodal function, multimodal function, quadratic function, non-- quadratic function, low-- dimensional function, high-- dimensional function,function with constraints and function without constraints. Based on the analysis of experimental results, characteristics of theses algorithms are summarized and criterions for selecting optimal algorithm are put forward. |
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| Keywords: | computer aided design optimization experiments multidisciplinary design optimization |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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