Weighted average algorithm: a novel meta-heuristic optimization algorithm based on the weighted average position concept

Knowledge-Based Systems, Год журнала: 2024, Номер unknown, С. 112564 - 112564

Опубликована: Окт. 1, 2024

Язык: Английский

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Differential evolution with individual and correlation information utilization for constrained optimization problems

Information Sciences, Год журнала: 2025, Номер 700, С. 121863 - 121863

Опубликована: Янв. 7, 2025

Язык: Английский

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Multi objective elk herd optimization for efficient structural design

Scientific Reports, Год журнала: 2025, Номер 15(1)

Опубликована: Апрель 6, 2025

This research presents an advancement of the Elk Herd Optimization targeting specific real-world multi-objective optimization problems, this algorithm is stated as (MOEHO). MOEHO exploits reproductive behaviour among elk herds for balancing exploration and exploitation within procedure toward diversification convergence. The performed better over set small-to-medium scale structural design problems thus widely applicable in engineering design. Further, when compared with eight benchmark truss structures against five well-established algorithms has outperformed them perspective performance parameters like Spacing (SP), Hypervolume (HV) Inverted Generational Distance (IGD). More concrete statistical analysis through Friedman rank test also ascertains robustness efficiency algorithm, especially at high complexities optimization. attracts attention to ability such which maintains a balance between exploitation. Computational qualitatively diversifying solutions along Pareto front, makes it complex applications. Further into extension applicability on more dimensional applied even energy systems

Язык: Английский

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Multi-objective intelligent detailed design for prefabricated composite slabs using two-level multi-population co-evolution algorithm

Journal of Building Engineering, Год журнала: 2025, Номер unknown, С. 112708 - 112708

Опубликована: Апрель 1, 2025

Язык: Английский

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An adaptive differential evolution with dynamic perturbation and dimensional bidirectional crossover mechanism for diversity enhancement

Engineering Applications of Artificial Intelligence, Год журнала: 2024, Номер 141, С. 109750 - 109750

Опубликована: Дек. 6, 2024

Язык: Английский

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MSBES: an improved bald eagle search algorithm with multi- strategy fusion for engineering design and water management problems

The Journal of Supercomputing, Год журнала: 2024, Номер 81(1)

Опубликована: Дек. 6, 2024

Язык: Английский

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