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谢涛,陈火旺
《中国工程科学》 2002年 第4卷 第2期 页码 59-68
近年来,多目标优化与决策问题求解已成为演化计算的一个重要研究方向。为使演化算法的种群解 能尽快收敛并均匀分布于多目标问题的非劣最优域,多目标演化算法的研究热点集中在基于Pareto最优概念的 种群个体的比较与排序、适应值賦值与小生境技术等方面。介绍了多目标优化与决策技术的发展历史与分类方 法,分析了基于Pareto最优概念与不基于Pareto最优概念两大类的多目标演化算法,并详细比较与分析了几种 典型多目标演化算法。其次,论述了与多目标演化算法研究紧密相关的一些问题,如多目标问题解的性质,测 试函数集设计,算法性能评估技术,算法收敛性,并行实现以及实际多目标优化问题的处理等。
Layout optimization of steel reinforcement in concrete structure using a truss-continuum model
《结构与土木工程前沿(英文)》 2023年 第17卷 第5期 页码 669-685 doi: 10.1007/s11709-023-0963-0
关键词: bi-directional evolutionary structural optimization steel-reinforced concrete concrete stress reinforcement method hybrid model
Jixian GONG, Nan DUAN, Xueming ZHAO
《化学科学与工程前沿(英文)》 2012年 第6卷 第2期 页码 174-178 doi: 10.1007/s11705-012-1276-3
关键词: evolutionary engineering astaxanthin strain improvement
Zhen Wang, Jiazhen Huo, Yongrui Duan
《环境科学与工程前沿(英文)》 2020年 第14卷 第2期 doi: 10.1007/s11783-019-1208-2
关键词: Plastic waste Recycle Reuse Government incentives Government penalties Evolutionary game
A solution to the unit commitment problem—a review
B. SARAVANAN, Siddharth DAS, Surbhi SIKRI, D. P. KOTHARI
《能源前沿(英文)》 2013年 第7卷 第2期 页码 223-236 doi: 10.1007/s11708-013-0240-3
关键词: unit commitment (UC) optimization deterministic load stochastic load evolutionary programming (EP) hybrid
荔建琦,陈火旺,王兵山
《中国工程科学》 2001年 第3卷 第1期 页码 62-70
由于无法得到准确的期望效用函数,在信息不完全和结果不确定的环境下作出决策是困难的。提出基于候选方案排序的进化决策方法。通常通过分析得出一组与候选方案期望效用相关的指标,设计决策规则归结为寻找二者之间的相关关系。如果将所有候选方案按其对效用有影响的指标分为n类,并利用进化算法在n!空间中搜索全部方案的期望效用排序,则根据此排序作出最佳决策。提出针对排序问题的遗传算法。该方法较少依赖专家知识,无须显式地构造期望效用函数,能有效处理非数值或非量化指标以及指标冲突和指标相关等问题,在带随机噪声环境下仍能获得稳健解。在仿真机器人控制器设计中的应用表明了该方法的有效性。
Dongbin HU, Huiwu LIU, Xiaohong CHEN, Yang CHEN
《工程管理前沿(英文)》 2019年 第6卷 第4期 页码 575-583 doi: 10.1007/s42524-019-0044-1
关键词: evolutionary game ecological compensation standard Xiangjiang River Basin
Application of a Novel Fuzzy Clustering Method Based on Chaos Immune Evolutionary Algorithm for Edge
《机械工程前沿(英文)》 2006年 第1卷 第1期 页码 85-89 doi: 10.1007/s11465-005-0023-6
A novel fuzzy clustering method based on chaos immune evolutionary algorithm (CIEFCM) is presented to solve fuzzy edge detection problems in image processing. In CIEFCM, a tiny disturbance is added to a filial generation group using a chaos variable and the disturbance amplitude is adjusted step by step, which greatly improves the colony diversity of the immune evolution algorithm (IEA). The experimental results show that the method not only can correctly detect the fuzzy edge and exiguous edge but can evidently improve the searching efficiency of fuzzy clustering algorithm based on IEA.
关键词: disturbance amplitude disturbance diversity generation processing
王涛,李歧强
《中国工程科学》 2003年 第5卷 第3期 页码 57-61
提出了一种基于空间收缩的求解MINLP问题的新算法。算法应用了快速有效的不完全演化搜索较优解的分布信息,通过分布信息定位最优解的可能分布,再由精英个体信息决定下次搜索空间。仿真结果表明该算法在搜索效率、应用范围、解的精确性和鲁棒性上都优于其他现存演化算法。
戴剑勇,杨仕教,古德生
《中国工程科学》 2006年 第8卷 第8期 页码 77-80
根据露天矿山运输调度系统的复杂性与非线性特性,建立了实时运输调度系统模型;运用遗传进化算法中的选择、交叉、变异、插入、迁移算子的寻优迭代计算,成功地解决了在开采工艺、产量、质量等多因素约束条件下的实时运输调度优化问题。并将其用于韶峰水泥原料矿山的生产运输调度系统,既降低了矿山运输成本,又协调了开采工艺、质量、产量之间的关系,取得了较好的效果。同时为矿山企业信息化建设和其他物流企业提供了重要的参考价值。
不规则优化问题中基于动态资源分配的高维多目标优化算法 Research Articles
董明刚1,2,刘宝1,敬超1,2,3
《信息与电子工程前沿(英文)》 2020年 第21卷 第8期 页码 1119-1266 doi: 10.1631/FITEE.1900321
RESPONSE OF WHEAT COMPOSITE CROSS POPULATIONS TO DISEASE AND CLIMATE VARIATION OVER 13 GENERATIONS
《农业科学与工程前沿(英文)》 2021年 第8卷 第3期 页码 400-415 doi: 10.15302/J-FASE-2021394
Since the F5 (2005), three winter wheat composite cross populations (CCPs) based on germplasm specifically suitable for low-input conditions were subjected to natural selection under organic and conventional management. In the F6, each CCP was divided into two parallel populations (12 CCPs in total) and maintained continuously until 2018. Commonly used modern cultivars with different disease susceptibilities were grown alongside to assess the agronomic performance of the CCPs. The organically managed CCPs were comparable in yield and foliar disease resistance to two continuously used reference cultivars, Achat and Capo. In contrast, under conventional management the cv. Capo outyielded the CCPs (Achat was not tested), highlighting the importance of parental cultivar choice for specific management systems. The CCPs were found to be moderately resistant to brown rust and even to the newly emerged stripe rust races prevalent in Europe since 2011. Differences between the CCPs were mainly due to parental genetic background and were significant in the first five generations, but were no longer so in the last five generations. In addition, these differences tended to vary depending on the experimental year and the environmental stresses present. In conclusion, the CCPs despite being derived from older cultivars are able to compete with more recently released reference cultivars under organic farming practices and represent a dynamic germplasm resource.
关键词: evolutionary breeding heterogeneous crop population management system
《工程管理前沿(英文)》 doi: 10.1007/s42524-023-0261-5
关键词: supply chain management low-carbon emission electric vehicle subsidy evolutionary game theory
标题 作者 时间 类型 操作
The impact of government incentives and penalties on willingness to recycle plastic waste: An evolutionary
Zhen Wang, Jiazhen Huo, Yongrui Duan
期刊论文
A solution to the unit commitment problem—a review
B. SARAVANAN, Siddharth DAS, Surbhi SIKRI, D. P. KOTHARI
期刊论文
Research on the ecological compensation standard of the basin pollution control project based on evolutionary
Dongbin HU, Huiwu LIU, Xiaohong CHEN, Yang CHEN
期刊论文
Application of a Novel Fuzzy Clustering Method Based on Chaos Immune Evolutionary Algorithm for Edge
期刊论文
RESPONSE OF WHEAT COMPOSITE CROSS POPULATIONS TO DISEASE AND CLIMATE VARIATION OVER 13 GENERATIONS
期刊论文