Zobrazeno 1 - 10
of 68
pro vyhledávání: '"elite learning"'
Publikováno v:
Egyptian Informatics Journal, Vol 25, Iss , Pp 100442- (2024)
The stochastic search algorithms are an important optimization technique used to solve complex global optimization problems. The Slime Mould Algorithm (SMA) is one of stochastic search algorithm inspired by the observed behaviors and morphological ch
Externí odkaz:
https://doaj.org/article/42448865f5b240bd889d0b86bfcaa022
Publikováno v:
IEEE Access, Vol 11, Pp 80915-80944 (2023)
Mutation takes a vital part in assisting differential evolution (DE) to achieve satisfactory performance. The most crucial factor for a good mutation scheme is to mutate individuals dispersedly but with fast convergence to optimal regions. With this
Externí odkaz:
https://doaj.org/article/470c076d61f04e0fba92d2566315adfc
Publikováno v:
Mathematics, Vol 11, Iss 17, p 3681 (2023)
Differential evolution (DE) has shown remarkable performance in solving continuous optimization problems. However, its optimization performance still encounters limitations when confronted with complex optimization problems with lots of local regions
Externí odkaz:
https://doaj.org/article/db9cc644c5c340f0972b2a0349cca2fa
Publikováno v:
Mathematics, Vol 10, Iss 7, p 1072 (2022)
High-dimensional optimization problems are more and more common in the era of big data and the Internet of things (IoT), which seriously challenge the optimization performance of existing optimizers. To solve these kinds of problems effectively, this
Externí odkaz:
https://doaj.org/article/a1fac61a435a42a7a54d43e5b1a529f6
Publikováno v:
Mathematics, Vol 10, Iss 8, p 1261 (2022)
Although particle swarm optimization (PSO) has been successfully applied to solve optimization problems, its optimization performance still encounters challenges when dealing with complicated optimization problems, especially those with many interact
Externí odkaz:
https://doaj.org/article/5f34ed3e20b14b6f9c2bf4e2abf85e52
Publikováno v:
Mathematics, Vol 10, Iss 8, p 1303 (2022)
Brain storm optimization algorithm (BSO) is a popular swarm intelligence algorithm. A significant part of BSO is to divide the population into different clusters with the clustering strategy, and the blind disturbance operator is used to generate off
Externí odkaz:
https://doaj.org/article/9e104471626041769fa21e37180c25ec
Elite Directed Particle Swarm Optimization with Historical Information for High-Dimensional Problems
Publikováno v:
Mathematics, Vol 10, Iss 9, p 1384 (2022)
High-dimensional optimization problems are ubiquitous in every field nowadays, which seriously challenge the optimization ability of existing optimizers. To solve this kind of optimization problems effectively, this paper proposes an elite-directed p
Externí odkaz:
https://doaj.org/article/aeb47d9c2ac94ea89916e7d16fea3dde
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