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Autonomous Synthesis of Nanoparticles with Target Scattering Patterns. [PDF]
Anker AS +11 more
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Energy-Efficient 3D Trajectory Optimization and Resource Allocation for UAV-Enabled ISAC Systems. [PDF]
Jing L +5 more
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Evolutionary many-objective optimization
2008 3rd International Workshop on Genetic and Evolving Systems, 2008In this paper, we first explain why many-objective problems are difficult for Pareto dominance-based evolutionary multiobjective optimization algorithms such as NSGA-II and SPEA. Then we explain recent proposals for the handling of many-objective problems by evolutionary algorithms.
Hisao Ishibuchi +2 more
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Evolutionary many-objective optimization
Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion, 2019In this paper, we first explain why many-objective problems are difficult for Pareto dominance-based evolutionary multiobjective optimization algorithms such as NSGA-II and SPEA. Then we explain recent proposals for the handling of many-objective problems by evolutionary algorithms.
Hisao Ishibuchi, Hiroyuki Sato
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Many Objective Particle Swarm Optimization
Information Sciences, 2016Many-objective problems refer to the optimization problems containing more than three conflicting objectives. To obtain a representative set of well-distributed non-dominated solutions close to Pareto front in the objective space remains a challenging problem. Many papers have proposed different Multi-Objective Evolutionary Algorithms to solve the lack
E.M.N. Figueiredo +2 more
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