A decomposition based multiobjective evolutionary algorithm with self-adaptive mating restriction strategy
Sign Up to like & getrecommendations! Published in 2019 at "International Journal of Machine Learning and Cybernetics"
DOI: 10.1007/s13042-018-00919-w
Abstract: MOEA/D decomposes the multiobjective optimization problem into a number of subproblems. However, one subproblem’s requirement for exploitation and exploration varies with the evolutionary process. Furthermore, different subproblems’ requirements for exploitation and exploration are also different… read more here.
Keywords: multiobjective evolutionary; decomposition based; restriction; based multiobjective ... See more keywords
A Multipopulation-Based Multiobjective Evolutionary Algorithm
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Cybernetics"
DOI: 10.1109/tcyb.2018.2871473
Abstract: Multipopulation is an effective optimization component often embedded into evolutionary algorithms to solve optimization problems. In this paper, a new multipopulation-based multiobjective genetic algorithm (MOGA) is proposed, which uses a unique cross-subpopulation migration process inspired… read more here.
Keywords: multipopulation; optimization; multiobjective evolutionary; algorithm ... See more keywords
Guided GA-Based Multiobjective Optimization of Placement and Assignment of TSVs in 3-D ICs
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Very Large Scale Integration (VLSI) Systems"
DOI: 10.1109/tvlsi.2019.2908087
Abstract: The advent of 3-D IC technology facilitates the fabrication of large electronic circuits on small-area chips ensuring high performance. For a 3-D IC, the problem of placement followed by the assignment of through-silicon vias (TSVs)… read more here.
Keywords: optimization; optimization placement; based multiobjective; guided based ... See more keywords
Simulation-Based Multiobjective Optimization of Timber-Glass Residential Buildings in Severe Cold Regions
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DOI: 10.3390/su9122353
Abstract: In the current context of increasing energy demand, timber-glass buildings will become a necessary trend in sustainable architecture in the future. Especially in severe cold zones of China, energy consumption and the visual comfort of… read more here.
Keywords: glass; simulation based; severe cold; based multiobjective ... See more keywords