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基于生物免疫系统的自适应学习、免疫记忆、抗体多样性及动态平衡维持等功能,提出一种动态多目标免疫
优化算法处理动态多目标优化问题.算法设计中,依据自适应ζ邻域及抗体所处位置设计抗体的亲和力,基于Pa-
reto控制的概念,利用分层选择确定参与进化的抗体,经由克隆扩张及自适应高斯变异,提高群体的平均亲和力,利
用免疫记忆、动态维持和Average linkage聚类方法,设计环境识别规则和记忆池,借助3种不同类型的动态多目标
测试问题,通过与出众的动态环境优化算法比较,数值实验表明所
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基于NSGA-Ⅱ算法的区域覆盖卫星星座优化将一种基于Pareto最优概念的快速非支配排序遗传算法(NSGA-Ⅱ)引入区域覆盖侦察卫星星座的多目标优化设计-Algorithm based on NSGA-Ⅱ regional coverage satellite constellation will be based on the concept of Pareto optimal fast non-dominated sorting genetic algorithm (NSGA-Ⅱ) the
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Omni-optimizer: A generic evolutionary algorithm for single and multi-objective optimization
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The performance of a visible light communication system is greatly affected by LED layout setting. Received power and SNR can be increased or decreased by changing LED placement. However, there is trade-off between received power and SNR. This makes
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The performance of a visible light communication system is greatly affected by LED layout setting. Received power and SNR can be increased or decreased by changing LED placement. However, there is trade-off between received power and SNR. This makes
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用遗传算法求解多目标函数的最小值,方便、简单、快速。-More than the minimum value of the objective function using genetic algorithm, convenient, simple, fast.
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基于多目标优化问题的改进蚁群算法的设计描述-Improved Ant Colony Algorithm design descr iption based on the multi-objective optimization problem
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针对多目标优化的精英保留非劣排序遗传算法(NSGA-11)精英保留非劣排序遗传算法.-Elitist non-dominated sorting genetic algorithm for multi-objective optimization elitist non-dominated sorting genetic algorithm (NSGA-11).
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一些粒子群优化算法的论文,全面地介绍了粒子群算法的各种改进,如多目标优化算法,介绍了粒子群算法的应用和基本原理,对于想对粒子群算法有一个全面的初步了解的同学很有帮助,对于想在粒子群算法里有所突破的人也可以提供一些启示。-Some PSO papers, comprehensive introduction to the PSO algorithm various improvements, such as multi-objective optimization algorithm, descr
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Multi-objective optimization of heat exchangers using a modified
teaching-learning-based optimization algorithm
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电力系统无功优化对确保电力系统优化运行具有重要作用,它直接关系到电力系统运行的安全性与经济性。在已有研究成果的基础上,提出了单目标/多目标的导向搜索算法与单目标/多目标的动态多群体自适应差分进化算法,对电力系统静态单目标无功优化、静态多目标无功优化、动态单目标无功优化、动态多目标无功优化、典型函数优化等问题进行了深入的研究和探讨。-Reactive power optimization to ensure the optimal operation of the power system pla
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Distributed Generators (DGs) in a microgrid may operate in three different reactive power control strategies, including PV, PQ and voltage droop schemes. This paper proposes a new stochastic programming approach for reactive power scheduling of a mic
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一篇关于递进多目标优化的文章,对算法的说明比较详细-An article on the progressive multi-objective optimization articles, more detailed descr iption of the algorithm
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Genetic Algorithm for multi objective optimization
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单/多目标优化程序,内含说明文档和Matlab程序-Global Optimum Determination by Linking
and Interchanging Kindred Evaluators. This algorithm is an attempt to gen-
eralize and improve the robustness of the four meta-heuristic optimization al-
gorithms GA, PSO, DE and
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几篇多目标的论文,能够对多目标算法的应用以及多目标优化算法的分析-Several multi-target paper, multi-objective algorithm can be applied as well as multi-objective optimization algorithm analysis
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本文提出变量随机分解策略,增加关联变量分配到同组的概率,使得算法更好的保留变量间的关联性,并将合作协同进化框架融合到算法中,提出了基于大规模变量分解的多目标粒子群优化算法-In this paper, a stochastic variable decomposition strategy is proposed to increase the probability of assigning related variables to the same group, which makes th
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一个例子的最佳位置和沿着当前速度和惯性方向的邻元素被用来决定下一个例子的位子。多目标粒子群的优化算法简介如下-An example of the best location and along the current speed and direction of inertia neighbors are used to determine the next example of the seat. Introduction to multi-objective optimization alg
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多目标粒子群算法是将多目标算法和粒子群算法结合起来的一种优化算法-Multi-objective Particle Swarm Optimization is an optimization algorithm combining multi-objective algorithm and particle swarm optimization
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During the past two decades, a variety of
multiobjective evolutionary algorithms (MOEAs) have been
proposed in the literature. As pointed out in some recent studies,
however, the performance of an MOEA can strongly depend on
the Pareto front shap
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