Two levels approach based on multifactorial optimization to solve the clustered shortest path tree problem
Sign Up to like & getrecommendations! Published in 2020 at "Evolutionary Intelligence"
DOI: 10.1007/s12065-020-00501-w
Abstract: The Clustered Shortest-Path Tree Problem (CluSPT) has a great meaning in theoretical research as well as a wide range of applications in everyday life, especially in the field of network optimization. Being able to solve… read more here.
Keywords: cluspt; solve; tree; mfea ... See more keywords
Toward Adaptive Knowledge Transfer in Multifactorial Evolutionary Computation
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Cybernetics"
DOI: 10.1109/tcyb.2020.2974100
Abstract: A multifactorial evolutionary algorithm (MFEA) is a recently proposed algorithm for evolutionary multitasking, which optimizes multiple optimization tasks simultaneously. With the design of knowledge transfer among different tasks, MFEA has demonstrated the capability to outperform… read more here.
Keywords: crossover; optimization; mfea; knowledge ... See more keywords