Enhanced directed differential evolution algorithm for solving constrained engineering optimization problems

AW Mohamed, AK Mohamed, EZ Elfeky… - International Journal of …, 2019 - igi-global.com
Abstract The performance of Differential Evolution is significantly affected by the mutation
scheme, which attracts many researchers to develop and enhance the mutation scheme in …

[PDF][PDF] Two modified differential evolution algorithms and their applications to engineering design problems

M Ali, M Pant, VP Singh - World J Model Simul, 2010 - researchgate.net
Differential Evolution (DE) is a stochastic, population based search technique, which can be
classified as an Evolutionary Algorithm (EA) using the concepts of selection crossover and …

[PDF][PDF] Optimization of mechanical design problems using improved differential evolution algorithm

M Pant, R Thangaraj, VP Singh - International Journal of Recent Trends in …, 2009 - Citeseer
Differential Evolution (DE) is a novel evolutionary approach capable of handling
nondifferentiable, non-linear and multi-modal objective functions. DE has been consistently …

A new guiding force strategy for differential evolution

H Zaheer, M Pant, S Kumar, O Monakhov… - International Journal of …, 2017 - Springer
Past few decades have witnessed the growth and development of different optimization
techniques that can be applied for solving complex problems that are otherwise difficult to …

An Improved Differential Evolution Algorithm Based on Dual‐Strategy

X Zhong, P Cheng - Mathematical Problems in Engineering, 2020 - Wiley Online Library
In recent years, Differential Evolution (DE) has shown excellent performance in solving
optimization problems over continuous space and has been widely used in many fields of …

A simple and global optimization algorithm for engineering problems: differential evolution algorithm

D Karaboğa, S Ökdem - Turkish Journal of Electrical …, 2004 - journals.tubitak.gov.tr
Differential Evolution (DE) algorithm is a new heuristic approach mainly having three
advantages; finding the true global minimum regardless of the initial parameter values, fast …

A directional mutation operator for differential evolution algorithms

X Zhang, SY Yuen - Applied soft computing, 2015 - Elsevier
Differential evolution (DE) is widely studied in the past decade. In its mutation operator, the
random variations are derived from the difference of two randomly selected different …

A novel tournament selection based differential evolution variant for continuous optimization problems

Q Abbas, J Ahmad, H Jabeen - Mathematical Problems in …, 2015 - Wiley Online Library
Differential evolution (DE) is a powerful global optimization algorithm which has been
studied intensively by many researchers in the recent years. A number of variants have been …

Evaluating differential evolution with penalty function to solve constrained engineering problems

VV de Melo, GLC Carosio - Expert Systems with Applications, 2012 - Elsevier
Over the years, several metaheuristics have been developed to solve hard constrained and
unconstrained optimization problems. In general, a metaheuristic is proposed and following …

[PDF][PDF] An Overview of Self-Adaptive Differential Evolution Algorithms with Mutation Strategy.

D AlKhulaifi, M AlQahtani, Z AlSadeq… - Mathematical …, 2022 - researchgate.net
Received: 24 Janurary 2022 Accepted: 2 August 2022 Differential Evolution (DE) is a widely
used global searching algorithm that solves realworld optimization problems. It is …