Výsledky vyhledávání - "Many-objective evolutionary algorithms"

Fuzzy-Based Pareto Optimality for Many-Objective Evolutionary Algorithms Autor He, Zhenan, Yen, Gary G., Zhang, Jun

“…Evolutionary algorithms have been effectively used to solve multiobjective optimization problems with a small number of objectives, two or three in general…”
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Many-Objective Evolutionary Algorithms Based on Coordinated Selection Strategy Autor Zhenan He, Yen, Gary G.

“…Selection strategy, including mating selection and environmental selection, is a key ingredient in the design of evolutionary multiobjective optimization…”
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A Large-Scale Experimental Evaluation of High-Performing Multi- and Many-Objective Evolutionary Algorithms Autor Bezerra, Leonardo C T, López-Ibáñez, Manuel, Stützle, Thomas

“…Research on multi-objective evolutionary algorithms (MOEAs) has produced over the past decades a large number of algorithms and a rich literature on…”
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Many-objective evolutionary algorithms based on reference-point-selection strategy for application in reactor radiation-shielding design: Many-objective evolutionary algorithms based Autor Liu, Cheng-Wei, Sun, Ai-Kou, Lei, Ji-Chong, Qu, Hong-Yu, Yang, Chao, Yu, Tao, Chen, Zhen-Ping

“…In recent years, the development of new types of nuclear reactors, such as transportable, marine, and space reactors, has presented new challenges for the…”
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Benchmarking Multi- and Many-Objective Evolutionary Algorithms Under Two Optimization Scenarios Autor Tanabe, Ryoji, Ishibuchi, Hisao, Oyama, Akira

“…Recently, a large number of multi-objective evolutionary algorithms (MOEAs) for many-objective optimization problems have been proposed in the evolutionary…”
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A Constraint-Handling Technique for Decomposition-Based Constrained Many-Objective Evolutionary Algorithms Autor Ming, Fei, Gong, Wenyin, Wang, Ling, Gao, Liang

“… This article proposes a new constraint-handling technique tailored for decomposition-based many-objective evolutionary algorithms to deal with the CMaOPs effectively…”
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Assessing effectiveness of many-objective evolutionary algorithms for selection of tag SNPs Autor Rashad Moqa, Irfan Younas, Maryam Bashir

“… This study aims to solve Tag SNPs selection problem using many-objective evolutionary algorithms…”
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Diagnostic benchmarking of many-objective evolutionary algorithms for real-world problems Autor Zatarain Salazar, Jazmin, Hadka, David, Reed, Patrick, Seada, Haitham, Deb, Kalyanmoy

“…Despite progress in multiobjective evolutionary algorithms (MOEAs) research, their efficacy in real-world scenarios remains unclear. This article introduces a…”
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Automatically Designing State-of-the-Art Multi- and Many-Objective Evolutionary Algorithms Autor Bezerra, Leonardo C T, López-Ibáñez, Manuel, Stützle, Thomas

“…A recent comparison of well-established multiobjective evolutionary algorithms (MOEAs) has helped better identify the current state-of-the-art by considering…”
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Big Archive-Assisted Ensemble of Many-Objective Evolutionary Algorithms Autor Zhong, Wen, Xiong, Jian, Lin, Anping, Xing, Lining, Chen, Feilong, Chen, Yingwu

“…Multiobjective evolutionary algorithms (MOEAs) have witnessed prosperity in solving many-objective optimization problems (MaOPs) over the past three decades…”
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Ensemble of many-objective evolutionary algorithms for many-objective problems Autor Zhou, Yalan, Wang, Jiahai, Chen, Jian, Gao, Shangce, Teng, Luyao

“… Many-objective optimization has been gaining increasing attention, and many new many-objective evolutionary algorithms (MaOEA…”
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A reference vector adaptive strategy for balancing diversity and convergence in many-objective evolutionary algorithms Autor Zhang, Lin, Wang, Liping, Pan, Xiaotian, Qiu, Qicang

“…Decomposition-based multiobjective evolutionary algorithms (MOEA/D) have achieved great success in the field of evolutionary multiobjective optimization, and…”
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Two new reference vector adaptation strategies for many-objective evolutionary algorithms Autor Liang, Zhengping, Hou, Weijun, Huang, Xiang, Zhu, Zexuan

“…Maintaining population diversity is critical for multi-objective evolutionary algorithms (MOEAs) to solve many-objective optimization problems (MaOPs)…”
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An ACO-based Hyper-heuristic for Sequencing Many-objective Evolutionary Algorithms that Consider Different Ways to Incorporate the DM's Preferences Autor Rivera, Gilberto, Cruz-Reyes, Laura, Fernandez, Eduardo, Gomez-Santillan, Claudia, Rangel-Valdez, Nelson, Coello Coello, Carlos A.

“…Many-objective optimization is an area of interest common to researchers, professionals, and practitioners because of its real-world implications. Preference…”
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Optimization of sensor selection problem in IoT systems using opposition-based learning in many-objective evolutionary algorithms Autor Younas, Irfan, Naeem, Ameera

“… Recently, this problem is formulated as a many-objective optimization problem and solved using a Decomposition-based Many-Objective Evolutionary Algorithm (MOEA/D…”
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Design and optimization of diffraction-limited storage ring lattices based on many-objective evolutionary algorithms Autor Yin, He-Xing, Guan, Jia-Bao, Tian, Shun-Qiang, Wang, Ji-Ke

“… Recently, many-objective evolutionary algorithms (MaOEAs) that can solve problems with four or more optimization objectives have received extensive attention…”
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Many-objective evolutionary algorithms based on reference-point-selection strategy for application in reactor radiation-shielding design Autor Liu, Cheng-Wei, Sun, Ai-Kou, Lei, Ji-Chong, Qu, Hong-Yu, Yang, Chao, Yu, Tao, Chen, Zhen-Ping

“…In recent years, the development of new types of nuclear reactors, such as transportable, marine, and space reactors, has presented new challenges for the…”
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Many-Objective Evolutionary Algorithms for Optimization of Vehicle-Road Cooperation Systems Based on Intelligent Wireless Sensor Networks Autor Liu, Tingting, Zhang, Lei, Ding, Xuefeng

“…The vehicle-road cooperation system (VRCS) is set to be a critical component of intelligent transportation systems. The rapid and precise acquisition of…”
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Intrusion Detection in Networks by Wasserstein Enabled Many-Objective Evolutionary Algorithms Autor Ponti, Andrea, Candelieri, Antonio, Giordani, Ilaria, Archetti, Francesco

“…This manuscript explores the problem of deploying sensors in networks to detect intrusions as effectively as possible. In water distribution networks,…”
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A comparative study of many-objective evolutionary algorithms for the discovery of software architectures Autor Ramírez, Aurora, Romero, José Raúl, Ventura, Sebastián

“…During the design of complex systems, software architects have to deal with a tangle of abstract artefacts, measures and ideas to discover the most fitting…”
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