A theoretical analysis on the bound violation probability in differential evolution algorithm

DOI10.1007/978-3-031-32412-3_21zbMath1521.90114OpenAlexW4376623934MaRDI QIDQ6097206

Mădălina-Andreea Mitran

Publication date: 12 June 2023

Published in: Numerical Methods and Applications (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-031-32412-3_21

zbMATH Keywords

differential evolutionbound constraint handling methodsbound violation probabilityexponentially confined

Mathematics Subject Classification ID

Evolutionary algorithms, genetic algorithms (computational aspects) (68W50) Derivative-free methods and methods using generalized derivatives (90C56) Approximation methods and heuristics in mathematical programming (90C59) Applications of operator theory in optimization, convex analysis, mathematical programming, economics (47N10)

Cites Work

• Feasibility preserving constraint-handling strategies for real parameter evolutionary optimization
• Differential evolution -- a simple and efficient heuristic for global optimization over continuous spaces
• A differential free point generation scheme in the differential evolution algorithm
• Differential evolution outside the box

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