Enhanced versions of differential evolution: state-of-the-art survey

WK Mashwani - International Journal of Computing Science …, 2014 - inderscienceonline.com
Over the past few years, differential evolution (DE) is generally considered as a reliable,
accurate and robust population-based evolutionary algorithm (EA). It is capable of handling …

Differential Evolution: A Survey on Their Operators and Variants

E Reyes-Davila, EH Haro, A Casas-Ordaz… - … Methods in Engineering, 2024 - Springer
Abstract The Differential Evolution (DE) algorithm is one of the most popular and studied
approaches in Evolutionary Computation (EC). Its simple but efficient design, such as its …

Differential Evolution: A review of more than two decades of research

M Pant, H Zaheer, L Garcia-Hernandez… - … Applications of Artificial …, 2020 - Elsevier
Since its inception in 1995, Differential Evolution (DE) has emerged as one of the most
frequently used algorithms for solving complex optimization problems. Its flexibility and …

Improved differential evolution algorithm with decentralisation of population

M Ali, M Pant, A Abraham - International Journal of Bio …, 2011 - inderscienceonline.com
Differential evolution (DE) is a reliable and versatile function optimiser especially suited for
continuous optimisation problems. Practical experience, however, shows that DE easily …

Recent advances in differential evolution–an updated survey

S Das, SS Mullick, PN Suganthan - Swarm and evolutionary computation, 2016 - Elsevier
Differential Evolution (DE) is arguably one of the most powerful and versatile evolutionary
optimizers for the continuous parameter spaces in recent times. Almost 5 years have passed …

[图书][B] Differential evolution: from theory to practice

BV Kumar, D Oliva, PN Suganthan - 2022 - Springer
Differential evolution (DE) is a population-based meta-heuristic technique for global
optimization capable of handling non-differentiable, nonlinear, and multi-modal objective …

Differential evolution: An overview

A Singh, S Kumar - Proceedings of Fifth International Conference on Soft …, 2016 - Springer
Differential evolution (DE) is one of the most influential optimization algorithms up-to-date.
DE works through analogous computational steps as used by a standard evolutionary …

Algorithmic design issues in adaptive differential evolution schemes: Review and taxonomy

RD Al-Dabbagh, F Neri, N Idris, MS Baba - Swarm and Evolutionary …, 2018 - Elsevier
The performance of most metaheuristic algorithms depends on parameters whose settings
essentially serve as a key function in determining the quality of the solution and the …

Differential evolution with dynamic parameters selection for optimization problems

RA Sarker, SM Elsayed, T Ray - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
Over the last few decades, a number of differential evolution (DE) algorithms have been
proposed with excellent performance on mathematical benchmarks. However, like any other …

Research survey of differential evolution algorithms

D Qingfeng, Y Xiaoyu - CAAI Transactions on Intelligent Systems, 2017 - tis.hrbeu.edu.cn
Due to its simple algorithm structure, ease of performance, high optimization efficiency,
simple parameter setting, and excellent robustness, the differential evolution (DE) algorithm …