Self-adaptive weight vector adjustment strategy for decomposition-based multi-objective differential evolution algorithm

In multi-objective and many-objective optimization, weight vectors are particularly crucial to the performance of decomposition-based optimization algorithms. The uniform weight vectors are not suitable for complex Pareto fronts (PFs), so it is necessary to improve the distribution of weight vectors...

Celý popis

Uloženo v:

Podrobná bibliografie
Vydáno v:	Soft computing (Berlin, Germany) Ročník 24; číslo 17; s. 13179 - 13195
Hlavní autoři:	Fan, Rui, Wei, Lixin, Li, Xin, Zhang, Jinlu, Fan, Zheng
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Berlin/Heidelberg Springer Berlin Heidelberg 01.09.2020 Springer Nature B.V
Témata:	Algorithms Artificial Intelligence Computational Intelligence Control Convergence Decomposition Engineering Evolutionary algorithms Evolutionary computation Mathematical Logic and Foundations Mechatronics Methodologies and Application Multiple objective analysis Optimization Pareto optimization Robotics Evolutionary computations Multi-objective optimization Decomposition Many-objective optimization Weight vector
ISSN:	1432-7643, 1433-7479
On-line přístup:	Získat plný text
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!

Buďte první, kdo okomentuje tento záznam!