Výsledky vyhľadávania - multiobjective evolution algorithm based on decomposition(moea/d)

A modification to MOEA/D-DE for multiobjective optimization problems with complicated Pareto sets Autor Tan, Yan-Yan, Jiao, Yong-Chang, Li, Hong, Wang, Xin-Kuan

“…), for optimizing multiobjective problems. The algorithm is a modification to the new version of MOEA/D based on differential evolution (DE), i.e…”
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Multiobjective portfolio optimization via Pareto front evolution Autor Chen, Yi, Zhou, Aimin

“… Hence, we propose a new algorithm named F-MOEA/D, which is based on a Pareto front evolution strategy and the decomposition…”
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A Survey of Multiobjective Evolutionary Algorithms Based on Decomposition: Variants, Challenges and Future Directions Autor Xu, Qian, Xu, Zhanqi, Ma, Tao

“… Decomposition methods and evolution mechanisms enable multiobjective evolutionary algorithms based on decomposition (MOEA/D…”
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Wind Driven Based Heuristic Solution for Multiobjective Traffic Grooming in Optical Networks Autor Kaur, Harpreet, Rattan, Munish

“… The results achieved with the implementation of WDO algorithm proved to be cost effective. Two multiobjective indicators are used in the study…”
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Multiobjective Cloud Particle Optimization Algorithm Based on Decomposition Autor Li, Wei, Wang, Lei, Jiang, Qiaoyong, Hei, Xinhong, Wang, Bin

“… This paper presents a new multiobjective algorithm based on decomposition and the cloud model called multiobjective decomposition evolutionary algorithm based on Cloud Particle Differential Evolution (MOEA/D-CPDE…”
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Multiobjective Optimization Problems With Complicated Pareto Sets, MOEA/D and NSGA-II Autor Hui Li, Hui Li, Qingfu Zhang, Qingfu Zhang

“… evolutionary algorithms for dealing with complicated PS shapes. It also proposes a new version of MOEA/D based on differential evolution (DE), i.e…”
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Optimal synthesis of linear antenna arrays using a harmony search algorithm Autor Guney, K., Onay, M.

“… ► Maximum sidelobe level and null depth level of pattern can easily be controlled. A method based on harmony search algorithm (HSA…”
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A novel adaptive control strategy for decomposition-based multiobjective algorithm Autor Lin, Qiuzhen, Tang, Chaoyu, Ma, Yueping, Du, Zhihua, Li, Jianqiang, Chen, Jianyong, Ming, Zhong

“…Recently, evolutionary algorithm based on decomposition (MOEA/D) has been found to be very effective and efficient for solving complicated multiobjective optimization problems (MOPs…”
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MOEA/D-ACO: A Multiobjective Evolutionary Algorithm Using Decomposition and AntColony Autor Liangjun Ke, Qingfu Zhang, Battiti, Roberto

“…) based on decomposition (MOEA/D), this paper proposes a multiobjective EA, i.e., MOEA/D-ACO. Following other MOEA/D-like algorithms, MOEA/D-ACO decomposes…”
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HK-MOEA/D: A historical knowledge-guided resource allocation for decomposition multiobjective optimization Autor Li, Wei, Zeng, Xiaolong, Huang, Ying, Cheung, Yiu-ming

“…Decomposition-based multiobjective evolutionary algorithms is one of the prevailing algorithmic frameworks for multiobjective optimization…”
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Multiple Reference Points-Based Decomposition for Multiobjective Feature Selection in Classification: Static and Dynamic Mechanisms Autor Nguyen, Bach Hoai, Xue, Bing, Andreae, Peter, Ishibuchi, Hisao, Zhang, Mengjie

“… (static and dynamic) based on multiple reference points under the multiobjective evolutionary algorithm based on decomposition (MOEA/D…”
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Adaptive Operator Selection With Bandits for a Multiobjective Evolutionary Algorithm Based on Decomposition Autor Ke Li, Fialho, Alvaro, Kwong, Sam, Qingfu Zhang

“… to measure the fitness improvements quantitatively in most Pareto-dominance-based multiobjective evolutionary algorithms…”
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Multiobjective optimal control for wastewater treatment process using adaptive MOEA/D Autor Zhou, Hongbiao, Qiao, Junfei

“…) with complex Pareto-optimal front (POF), an adaptive multiobjective evolutionary algorithm based on decomposition (AMOEA/D…”
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ADEMO/D: Multiobjective optimization by an adaptive differential evolution algorithm Autor Venske, Sandra M., Gonçalves, Richard A., Delgado, Myriam R.

“…). The approach incorporates concepts of Multiobjective Evolutionary Algorithms based on Decomposition (MOEA/D…”
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An Ensemble Surrogate-Based Framework for Expensive Multiobjective Evolutionary Optimization Autor Lin, Qiuzhen, Wu, Xunfeng, Ma, Lijia, Li, Jianqiang, Gong, Maoguo, Coello, Carlos A. Coello

“…Surrogate-assisted evolutionary algorithms (SAEAs) have become very popular for tackling computationally expensive multiobjective optimization problems (EMOPs…”
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Stable Matching-Based Selection in Evolutionary Multiobjective Optimization Autor Li, Ke, Zhang, Qingfu, Kwong, Sam, Li, Miqing, Wang, Ran

“…Multiobjective evolutionary algorithm based on decomposition (MOEA/D) decomposes a multiobjective optimization problem into a set of scalar optimization subproblems and optimizes them in a collaborative manner…”
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Decomposition-Based Multiobjective Optimization Algorithms With Adaptively Adjusting Weight Vectors and Neighborhoods Autor Zhao, Qian, Guo, Yinan, Yao, Xiangjuan, Gong, Dunwei

“…The decomposition-based multiobjective optimization algorithm (MOEA/D) is an effective method of solving a multiobjective optimization problem (MOP…”
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Multiobjective differential evolution algorithm based on decomposition for a type of multiobjective bilevel programming problems Autor Li, Hong, Zhang, Qingfu, Chen, Qin, Zhang, Li, Jiao, Yong-Chang

“…This paper considers the multiobjective bilevel programming problem (MOBLPP) with multiple objective functions at the upper level and a single objective function at the lower level…”
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Multiobjective memetic algorithm based on decomposition Autor Mashwani, Wali Khan, Salhi, Abdellah

“…The hybrid algorithm, namely, MOEA/D-DE+PSO had performed better than MOEA/D on most continuous MOPs…”
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Clustering-based multipopulation approaches in MOEA/D for many-objective problems Autor von Lücken, Christian, Brizuela, Carlos A., Barán, Benjamín

“…This work presents a new multipopulation framework for the multiobjective evolutionary algorithm based on decomposition (MOEA/D…”
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