Results 21 to 30 of about 172,422 (234)
Pareto Explorer for Finding the Knee for Many Objective Optimization Problems
Mathematics, 2020 Optimization problems where several objectives have to be considered concurrently arise in many applications. Since decision-making processes are getting more and more complex, there is a recent trend to consider more and more objectives in such problems,
Oliver Cuate, Oliver Schütze
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Many-Objective Real-World Engineering Problems: A Comparative Study of State-of-the-Art Algorithms
IEEE Access, 2023 Many-objective optimization has recently gained popularity as it poses significant challenges for the existing algorithms. Therefore, numerous optimization algorithms have been developed to handle many-objective optimization in the literature.
Vikas Palakonda, Jae-Mo Kang
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IEEE Access, 2019 This paper presents a tri-level many-objective optimization (TLMaO) approach to provide a final solution for many-objective optimization problems (MaOPs).
J. H. Zheng +3 more
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Handling Constrained Many-Objective Optimization Problems via Problem Transformation [PDF]
IEEE Transactions on Cybernetics, 2021 Objectives optimization and constraints satisfaction are two equally important goals to solve constrained many-objective optimization problems (CMaOPs). However, most existing studies for CMaOPs can be classified as feasibility-driven-constrained many-objective evolutionary algorithms (CMaOEAs), and they always give priority to satisfy constraints ...
Ruwang Jiao +4 more
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An Angle-Based Bi-Objective Evolutionary Algorithm for Many-Objective Optimization
IEEE Access, 2020 One of the main difficulties in solving many-objective optimization is the lack of selection pressure. For an optimization problem, its main purpose is to obtain a nondominated solution set with better convergence and diversity.
Feng Yang +4 more
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Evolutionary Many-Objective Optimization Based on Adversarial Decomposition [PDF]
IEEE Transactions on Cybernetics, 2020 24 pages, 5 ...
Mengyuan Wu +3 more
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Data Collection for Target Localization in Ocean Monitoring Radar-Communication Networks
Remote Sensing, 2023 With the ongoing changes in global climate, ocean data play a crucial role in understanding the complex variations in the earth system. These variations pose significant challenges to human efforts in addressing the changes.
Yuan Liu +5 more
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A Hybrid Leader Selection Strategy for Many-Objective Particle Swarm Optimization
IEEE Access, 2020 Many existing Multi-objective Particle Swarm Optimizers (MOPSOs) may encounter difficulties for a set of good approximated solutions when solving problems with more than three objectives.
Man-Fai Leung +4 more
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A Many-Objective Evolutionary Algorithm Based on Dual Selection Strategy
Entropy, 2023 In high-dimensional space, most multi-objective optimization algorithms encounter difficulties in solving many-objective optimization problems because they cannot balance convergence and diversity. As the number of objectives increases, the non-dominated
Cheng Peng, Cai Dai, Xingsi Xue
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Many-objective optimization of wireless sensor network deployment
Evolutionary Intelligence, 2022 Recently, the efficient deployment of Wireless Sensor Networks (WSNs) has become a leading field of research in WSN design optimization. Practical scenarios related to WSN deployment are often considered as optimization models with multiple conflicting objectives that are simultaneously enhanced. In the related literature, it had been shown that moving
Ben Amor, Omar +3 more
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