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Differential evolution

Known as: DE, Evolution (disambiguation) 
In evolutionary computation, differential evolution (DE) is a method that optimizes a problem by iteratively trying to improve a candidate solution… 
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Related topics

Related topics

32 relations
Artificial bee colony algorithmCMA-ESConstrained optimizationConstructive cooperative coevolution

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Review
2011
Review
2011
Differential Evolution as Applied to Electromagnetics
In electromagnetics, optimization problems generally require high computational resources and involve a large number of unknowns… 
Highly Cited
2011
Highly Cited
2011
Enhancing Differential Evolution Utilizing Proximity-Based Mutation Operators
Differential evolution is a very popular optimization algorithm and considerable research has been devoted to the development of… 
Highly Cited
2010
Highly Cited
2010
Constrained optimization by the ε constrained differential evolution with an archive and gradient-based mutation
The ε constrained method is an algorithm transformation method, which can convert algorithms for unconstrained problems to… 
Highly Cited
2008
Highly Cited
2008
Particle Swarm Optimization and Differential Evolution Algorithms: Technical Analysis, Applications and Hybridization Perspectives
Since the beginning of the nineteenth century, a significant evolution in optimization theory has been noticed. Classical linear… 
Highly Cited
2006
Highly Cited
2006
A comparative study of differential evolution variants for global optimization
In this paper, we present an empirical comparison of some Differential Evolution variants to solve global optimization problems… 
Highly Cited
2006
Highly Cited
2006
Combining of chaotic differential evolution and quadratic programming for economic dispatch optimization with valve-point effect
Evolutionary algorithms are heuristic methods that have yielded promising results for solving nonlinear, nondifferentiable, and… 
Highly Cited
2006
Highly Cited
2006
Self-adaptive Differential Evolution Algorithm for Constrained Real-Parameter Optimization
In this paper, we propose an extension of Self-adaptive Differential Evolution algorithm (SaDE) to solve optimization problems… 
Highly Cited
2006
Highly Cited
2006
Binary Differential Evolution
The ability of differential evolution (DE) to perform well in continuous-valued search spaces is well documented. The arithmetic… 
Highly Cited
2005
Highly Cited
2005
Real-parameter optimization with differential evolution
This study reports how the differential evolution (DE) algorithm performed on the test bed developed for the CEC05 contest for… 
Highly Cited
1999
Highly Cited
1999
Differential Galaxy Evolution in Cluster and Field Galaxies at z ≈ 0.3
We measure spectral indexes for 1823 galaxies in the Canadian Network for Observational Cosmology 1 (CNOC1) sample of 15 X-ray… 
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