Results 41 to 50 of about 1,437,470 (165)
Self-adaptive dual-strategy differential evolution algorithm.
PLoS ONE, 2019 Exploration and exploitation are contradictory in differential evolution (DE) algorithm. In order to balance the search behavior between exploitation and exploration better, a novel self-adaptive dual-strategy differential evolution algorithm (SaDSDE) is
Meijun Duan +3 more
doaj +1 more source
Dual-Population Adaptive Differential Evolution Algorithm L-NTADE
Mathematics, 2022 This study proposes a dual-population algorithmic scheme for differential evolution and specific mutation strategy. The first population contains the newest individuals, and is continuously updated, whereas the other keeps the top individuals throughout ...
Vladimir Stanovov +2 more
doaj +1 more source
Geometric differential evolution [PDF]
Proceedings of the 11th Annual conference on Genetic and evolutionary computation, 2009 Geometric Particle Swarm Optimization (GPSO) is a recently introduced formal generalization of traditional Particle Swarm Optimization (PSO) that applies naturally to both continuous and combinatorial spaces. Differential Evolution (DE) is similar to PSO but it uses different equations governing the motion of the particles.
Alberto Moraglio, Julian Togelius
openaire +1 more source
Parallel differential evolution [PDF]
Proceedings of the 2004 Congress on Evolutionary Computation (IEEE Cat. No.04TH8753), 2005 Parallel processing has emerged as a key enabling technology in modern computing. Recent software advances have allowed collections of heterogeneous computers to be used as a concurrent computational resource. In this work we explore how differential evolution can be parallelized, using a ring-network topology, so as to improve both the speed and the ...
Tasoulis, DK +3 more
openaire +1 more source
Paired Comparisons-based Interactive Differential Evolution [PDF]
, 2009 We propose Interactive Differential Evolution (IDE) based on paired comparisons for reducing user fatigue and evaluate its convergence speed in comparison with Interactive Genetic Algorithms (IGA) and tournament IGA.
Pallez, Denis, Takagi, Hideyuki
core +3 more sources
An Adaptive Quantum-inspired Differential Evolution Algorithm for 0-1 Knapsack Problem
, 2010 Differential evolution (DE) is a population based evolutionary algorithm widely used for solving multidimensional global optimization problems over continuous spaces. However, the design of its operators makes it unsuitable for many real-life constrained
Hota, Ashish Ranjan, Pat, Ankit
core +1 more source
Differential Evolution: A Survey and Analysis
Applied Sciences, 2018 Differential evolution (DE) has been extensively used in optimization studies since its development in 1995 because of its reputation as an effective global optimizer.
Tarik Eltaeib, Ausif Mahmood
doaj +1 more source
Differential Evolution for Neural Networks Optimization
Mathematics, 2020 In this paper, a Neural Networks optimizer based on Self-adaptive Differential Evolution is presented. This optimizer applies mutation and crossover operators in a new way, taking into account the structure of the network according to a per layer ...
Marco Baioletti +3 more
doaj +1 more source
Nonuniform Dichotomy Spectrum and Normal Forms for Nonautonomous Differential Systems [PDF]
, 2014 The aim of this paper is to study the normal forms of nonautonomous differential systems. For doing so, we first investigate the nonuniform dichotomy spectrum of the linear evolution operators that admit a nonuniform exponential dichotomy, where the ...
Zhang, Xiang
core
Regular order reductions of ordinary and delay-differential equations
, 1998 We present a C program to compute by successive approximations the regular order reduction of a large class of ordinary differential equations, which includes evolution equations in electrodynamics and gravitation.
A. Hernández +19 more
core +1 more source