Výsledky vyhledávání - many-objective evolution optimization algorithm

DLEA: A dynamic learning evolution algorithm for many-objective optimization Autor Li, Gui, Wang, Gai-Ge, Dong, Junyu, Yeh, Wei-Chang, Li, Keqin

“… In addition, a dynamic learning strategy based many-objective evolutionary algorithm (MaOEA) is proposed, called dynamic learning evolution algorithm…”
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An Algorithm for Many-Objective Optimization With Reduced Objective Computations: A Study in Differential Evolution Autor Bandyopadhyay, Sanghamitra, Mukherjee, Arpan

“…In this paper we have developed an algorithm for many-objective optimization problems, which will work more quickly than existing ones, while offering competitive performance…”
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DECOR: Differential Evolution using Clustering based Objective Reduction for many-objective optimization Autor Pal, Monalisa, Saha, Sriparna, Bandyopadhyay, Sanghamitra

“… This work proposes a novel many-objective optimization algorithm, viz. Differential Evolution using Clustering based Objective Reduction (DECOR…”
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RODE: Ranking-Dominance-Based Algorithm for Many-Objective Optimization with Opposition-Based Differential Evolution Autor Qasim, Syed Zaffar, Ismail, Muhammad Ali

“… In this paper, we present the RODE algorithm as a novel scalable approach for many-objective problems which adopts the ranking-dominance relation for evaluating the fitness of solutions that provides…”
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Evolution algorithm with adaptive genetic operator and dynamic scoring mechanism for large-scale sparse many-objective optimization Autor Wang, Xia, Zhao, Wei, Tang, Jia-Ning, Dai, Zhong-Bin, Feng, Ya-Ning

“…, where Pareto optimal solutions exhibit sparse characteristics. Ordinary large-scale multi-objective optimization algorithms implement undifferentiated update operations…”
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A Weight Vector Bi-Objective Evolutionary Algorithm with Bi-criterion Evolution for Many-Objective Optimization Autor Wang, Jiangtao, Chen, Hanning

“… Based on the proposed method, a new multi-objective optimization algorithm BiGE-BEW is proposed…”
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A Matrix Adaptation Evolution Strategy Based Evolution Algorithm for Large-scale Many-objective Optimization Autor Yang, Ling, Liu, Jianchang, Li, Fei, Tan, Shubin, Zheng, Tianzi, Liu, Yuanchao

“… In this paper, therefore, a novel algorithm, denoted as matrix adaptation evolution strategy based evolution algorithm (MAES-EA…”
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Many-objective optimization for construction project scheduling using non-dominated sorting differential evolution algorithm based on reference points Autor Kaveh, A, Rajabi, F, Mirvalad, S

“…Scheduling is considered one of the most significant factors in the success of construction projects. In recent years, global construction markets have become…”
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Multi-objective optimization of hydraulic shovel using evolutionary algorithm Autor Xu, Gongyue, Feng, Zemin, Guo, Erkuo, Cai, Changwang, Ding, Huafeng

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A GAN-Assisted Bi-Stage Bayesian Co-Evolution Optimization Algorithm for High-dimensional Expensive Many-Objective Problems Autor Tian, Jie, Bian, Hongli, Zhang, Yuyao, Zhang, Xiaoxu, Mijajlovic, Nevena

“…Bayesian optimization (BO) struggles with data scarcity and poor scalability in high-dimensional expensive many-objective optimization problems (HEMaOPs…”
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A many-objective evolutionary algorithm based on three states for solving many-objective optimization problem Autor Zhao, Jiale, Zhang, Huijie, Yu, Huanhuan, Fei, Hansheng, Huang, Xiangdang, Yang, Qiuling

“…In recent years, researchers have taken the many-objective optimization algorithm, which can optimize 5, 8, 10, 15, 20 objective functions simultaneously, as a new research topic…”
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A novel grid-based differential evolution (DE) algorithm for many-objective optimization Autor Jin Kiat Chong, Kay Chen Tan

“…In this paper, we propose a novel grid-based differential evolution (DE) algorithm termed as GrDE to handle many-objective optimization problems…”
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A Comparative Study of State-of-the-art Metaheuristics for Solving Many-objective Optimization Problems of Fixed Wing Unmanned Aerial Vehicle Conceptual Design Autor Anosri, Siwakorn, Panagant, Natee, Champasak, Pakin, Bureerat, Sujin, Thipyopas, Chinnapat, Kumar, Sumit, Pholdee, Nantiwat, Yıldız, Betül Sultan, Yildiz, Ali Riza

“… The optimizers included Differential evolution for multi-objective optimization, Many-objective nondominated sorting genetic algorithm, Knee point-driven evolutionary algorithm for many-objective…”
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Many-objective differential evolution optimization based on reference points: NSDE-R Autor Reddy, Sohail R., Dulikravich, George S.

“… This work presents a new differential evolution algorithm (NSDE-R) capable of efficiently solving many-objective optimization problems…”
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SEA: Many-objective evolutionary algorithm with selection evolution strategy Autor Zhang, Quan, Yang, Na, Wu, Ying, Tang, Zhenzhou

“… To address this challenge, we propose a novel evolutionary algorithm that selectively emphasizes either convergence or diversity, guided by the convergence and diversity indicators of the current…”
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A Many-Objective Diversity-Guided Differential Evolution Algorithm for Multi-Label Feature Selection in High-Dimensional Datasets Autor Hancer, Emrah, Xue, Bing, Zhang, Mengjie

“… This paper proposes a many-objective differential evolution algorithm…”
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An information entropy-driven evolutionary algorithm based on reinforcement learning for many-objective optimization Autor Liang, Peng, Chen, Yangtao, Sun, Yafeng, Huang, Ying, Li, Wei

“…) for many-objective optimization with irregular Pareto fronts is proposed. The proposed algorithm leverages reinforcement learning to guide the evolution process…”
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A many-objective evolutionary algorithm based on a projection-assisted intra-family election Autor Chen, Zefeng, Zhou, Yuren, Xiang, Yi

“…•This paper proposes a many-objective evolutionary algorithm based on a projection-assisted intra-family election, called MOEA/PIE…”
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Constrained multiobjective optimization design for ordinary shovel attachment of hydraulic excavator based on evolutionary algorithm Autor Xu, Gongyue, Feng, Zemin, Wang, Wenbo, Ding, Huafeng

“… Then, an improved decomposition-based constrained many-objective evolution algorithm is proposed, which integrates advanced push…”
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Learning-Aided Evolution for Optimization Autor Zhan, Zhi-Hui, Li, Jian-Yu, Kwong, Sam, Zhang, Jun

“…Learning and optimization are the two essential abilities of human beings for problem solving…”
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