Výsledky vyhledávání - "Multi-objective combinatorial optimization"

A Comprehensive Review on NSGA-II for Multi-Objective Combinatorial Optimization Problems Autor Verma, Shanu, Pant, Millie, Snasel, Vaclav

“…This paper provides an extensive review of the popular multi-objective optimization algorithm NSGA-II for selected combinatorial optimization problems viz…”
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Allocation of coal de-capacity quota among provinces in China: A bi-level multi-objective combinatorial optimization approach Autor Wang, Delu, Liu, Yifei, Wang, Yadong, Shi, Xunpeng, Song, Xuefeng

“… This study proposes a novel method of allocation of coal de-capacity quota among provinces, based on bi-level multi-objective combinatorial optimization…”
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Neuro-PLS: A Generalizable Local Search Framework for Multi-objective Combinatorial Optimization Autor Zhang, Haotian, Shi, Jialong, Sun, Jianyong, Zhang, Qingfu, Xu, Zongben

“…In this paper, we present a novel neural multi-objective combinatorial optimization framework with generalization ability across problems…”
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Deep reinforcement learning for multi-objective combinatorial optimization: A case study on multi-objective traveling salesman problem Autor Li, Shicheng, Wang, Feng, He, Qi, Wang, Xujie

“…Multi-objective combinatorial optimization problems (MOCOPs) widely exist in real applications, and most of them are computationally difficult or NP-hard…”
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Multi-objective combinatorial optimization analysis of the recycling of retired new energy electric vehicle power batteries in a sustainable dynamic reverse logistics network Autor Mu, Nengye, Wang, Yuanshun, Chen, Zhen-Song, Xin, Peiyuan, Deveci, Muhammet, Pedrycz, Witold

“… We solve the multi-objective combinatorial optimization model to explore the layout of the sustainable reverse logistics network for retired new energy vehicle power batteries recycling…”
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A diversity preservation method for expensive multi-objective combinatorial optimization problems using Novel-First Tabu Search and MOEA/D Autor de Moraes, Matheus Bernardelli, Coelho, Guilherme Palermo

“…Expensive multi-objective combinatorial optimization problems have constraints in the number of objective function evaluations due to time, financial, or resource restrictions…”
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Multi-Objective Combinatorial Optimization Problems and Solution Methods Autor Toloo, Mehdi, Talatahari, Siamak, Rahimi, Iman

“…Multi-Objective Combinatorial Optimization Problems and Solution Methods discusses the results of a recent multi-objective combinatorial optimization achievement that considered metaheuristic…”
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Multi-Objective Combinatorial Optimization Algorithm Based on Asynchronous Advantage Actor–Critic and Graph Transformer Networks Autor Jia, Dongbao, Cao, Ming, Hu, Wenbin, Sun, Jing, Li, Hui, Wang, Yichen, Zhou, Weijie, Yin, Tiancheng, Qian, Ran

“…Multi-objective combinatorial optimization problems (MOCOPs) are designed to identify solution sets that optimally balance multiple competing objectives…”
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Walsh-based surrogate-assisted multi-objective combinatorial optimization: A fine-grained analysis for pseudo-boolean functions Autor Derbel, Bilel, Pruvost, Geoffrey, Liefooghe, Arnaud, Verel, Sébastien, Zhang, Qingfu

“…The aim of this paper is to study surrogate-assisted algorithms for expensive multiobjective combinatorial optimization problems. Targeting pseudo-boolean…”
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Core-guided method for constraint-based multi-objective combinatorial optimization Autor Tian, Naiyu, Ouyang, Dantong, Wang, Yiyuan, Hou, Yimou, Zhang, Liming

“…Multi-Objective Combinatorial Optimization(MOCO), which consists of several conflicting objectives to be optimized, finds an ever-increasing number of uses in many real-world applications…”
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Inverse multi-objective combinatorial optimization Autor Roland, Julien, De Smet, Yves, Rui Figueira, José

“…Inverse multi-objective combinatorial optimization consists of finding a minimal adjustment of the objective functions coefficients such that a given set of feasible solutions becomes efficient…”
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Genetic local search for multi-objective combinatorial optimization Autor Jaszkiewicz, Andrzej

“…The paper presents a new genetic local search (GLS) algorithm for multi-objective combinatorial optimization (MOCO…”
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Decomposition with adaptive composite norm for evolutionary multi-objective combinatorial optimization Autor Zheng, Ruihao, Wu, Yin, Li, Genghui, Zhang, Yu, Wang, Zhenkun

“… They have pros and cons in solving multi-objective combinatorial optimization problems (MOCOPs) the WS method allows MOEA/D to converge faster than the TCH method…”
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K-PPM: A new exact method to solve multi-objective combinatorial optimization problems Autor Dhaenens, C., Lemesre, J., Talbi, E.G.

“…In this paper we propose an exact method able to solve multi-objective combinatorial optimization problems…”
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A bi-subpopulation coevolutionary immune algorithm for multi-objective combinatorial optimization in multi-UAV task allocation Autor Chen, Xi, Wan, Yu, Qi, Jingtao, Zhao, Zipeng, Ruan, Yirun, Tang, Jun

“… Therefore, this paper constructs a Multi-objective Combinatorial Optimization in Multi-UAV Task Allocation Problem (MCOTAP…”
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Robustness analysis methodology for multi-objective combinatorial optimization problems and application to project selection Autor Mavrotas, George, Figueira, José Rui, Siskos, Eleftherios

“…Multi-objective combinatorial optimization (MOCO) problems, apart from being notoriously difficult and complex to solve in reasonable computational time…”
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Multi-Objective Combinatorial Optimization Using the Cell Mapping Algorithm for Mobile Robots Trajectory Planning Autor Grisales-Ramírez, Efraín, Osorio, Gustavo

“…The use of optimal control theory for motion planning is a challenging task. Cell mapping offers a way to formulate combinatorial optimization problems,…”
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RM-MOCO: A Fast-Solving Model for Neural Multi-Objective Combinatorial Optimization Based on Retention Autor Wei, Huiqing, Han, Fei, Liu, Qing, Han, Henry

“…Multiobjective combinatorial optimization (MOCO) problems have a wide range of applications in the real world. Recently, learning-based methods have achieved…”
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Multi-Objective Combinatorial Optimization for Dynamic Inspection Scheduling and Skill-Based Team Formation in Distributed Solar Energy Infrastructure Autor Alahmadi, Mazin

“…Maintaining operational efficiency in distributed solar energy systems requires intelligent coordination of inspection tasks and workforce resources to handle…”
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Multi-Objective Combinatorial Optimization of Trigeneration Plants Based on Metaheuristics Autor Stojiljkovic, Mirko M, Stojiljkovic, Mladen M, Blagojevic, Bratislav D

“…In this paper, a methodology for multi-objective optimization of trigeneration plants is presented. It is primarily applicable to the systems for buildings’…”
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