Analytical study on the role of scale factor parameter of differential evolution algorithm on its convergence nature

DOI10.1007/978-981-16-8082-3_4OpenAlexW4206931046MaRDI QIDQ2086552

Dhanya M. Dhanalakshmy, C. Shunmuga Velayutham, G. Jeyakumar

Publication date: 25 October 2022

Full work available at URL: https://doi.org/10.1007/978-981-16-8082-3_4

zbMATH Keywords

evolutionary algorithmscale factordifferential evolutionparameter settingnature of convergence

Mathematics Subject Classification ID

Nonconvex programming, global optimization (90C26) Approximation methods and heuristics in mathematical programming (90C59)

Uses Software

• GDE3
• JADE

Cites Work

• A differential evolution algorithm with self-adaptive strategy and control parameters based on symmetric Latin hypercube design for unconstrained optimization problems
• Differential evolution. A practical approach to global optimization. With CD-ROM.
• Differential evolution. In search of solutions.
• Differential evolution with preferential crossover
• Performance comparison of self-adaptive and adaptive differential evolution algorithms
• Differential evolution -- a simple and efficient heuristic for global optimization over continuous spaces
• Population set-based global optimization algorithms: some modifications and numerical studies
• A fuzzy adaptive differential evolution algorithm
• An Improved Self-adaptive Control Parameter of Differential Evolution for Global Optimization
• Making a Difference to Differential Evolution
• Introduction to evolutionary computing

This page was built for publication: Analytical study on the role of scale factor parameter of differential evolution algorithm on its convergence nature