Journal of Global Optimization
Parameter Selection in Particle Swarm Optimization
EP '98 Proceedings of the 7th International Conference on Evolutionary Programming VII
Comparison between Genetic Algorithms and Particle Swarm Optimization
EP '98 Proceedings of the 7th International Conference on Evolutionary Programming VII
Evolutionary Optimization Versus Particle Swarm Optimization: Philosophy and Performance Differences
EP '98 Proceedings of the 7th International Conference on Evolutionary Programming VII
CEC '02 Proceedings of the Evolutionary Computation on 2002. CEC '02. Proceedings of the 2002 Congress - Volume 02
Evolutionary programming made faster
IEEE Transactions on Evolutionary Computation
Design of fractional order PIλDμ controllers with an improved differential evolution
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Automatic image pixel clustering with an improved differential evolution
Applied Soft Computing
Design of fractional-order PIλDµ controllers with an improved differential evolution
Engineering Applications of Artificial Intelligence
A New Approach to Adapting Control Parameters in Differential Evolution Algorithm
SEAL '08 Proceedings of the 7th International Conference on Simulated Evolution and Learning
Cooperative multi-robot path planning using differential evolution
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - Theoretical advances of intelligent paradigms
Differential evolution algorithm with strategy adaptation for global numerical optimization
IEEE Transactions on Evolutionary Computation
Differential evolution using a neighborhood-based mutation operator
IEEE Transactions on Evolutionary Computation
Three-dimensional face pose detection and tracking using monocular videos: tool and application
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on cybernetics and cognitive informatics
Enhancing differential evolution frameworks by scale factor local search: part I
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Differential evolution with laplace mutation operator
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
An evaluation of differential evolution in software test data generation
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Recent advances in differential evolution: a survey and experimental analysis
Artificial Intelligence Review
A differential evolution for optimisation in noisy environment
International Journal of Bio-Inspired Computation
Self-adaptive differential evolution based on PSO learning strategy
Proceedings of the 12th annual conference on Genetic and evolutionary computation
A differential evolution algorithm with self-adapting strategy and control parameters
Computers and Operations Research
A clustering-based differential evolution for global optimization
Applied Soft Computing
Differential evolution algorithm with ensemble of parameters and mutation strategies
Applied Soft Computing
A study on scale factor in distributed differential evolution
Information Sciences: an International Journal
Disturbed Exploitation compact Differential Evolution for limited memory optimization problems
Information Sciences: an International Journal
Natural Computing: an international journal
An effective memetic differential evolution algorithm based on chaotic local search
Information Sciences: an International Journal
Multi-population differential evolution with adaptive parameter control for global optimization
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Enhancing the search ability of differential evolution through orthogonal crossover
Information Sciences: an International Journal
Self-adaptive randomized and rank-based differential evolution for multimodal problems
Journal of Global Optimization
Design of two-dimensional IIR filters using an improved DE algorithm
PReMI'05 Proceedings of the First international conference on Pattern Recognition and Machine Intelligence
An improved differential evolution scheme for noisy optimization problems
PReMI'05 Proceedings of the First international conference on Pattern Recognition and Machine Intelligence
Estimation distribution differential evolution
EvoApplicatons'10 Proceedings of the 2010 international conference on Applications of Evolutionary Computation - Volume Part I
Scheduling flexible assembly lines using differential evolution
SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I
Adaptive differential evolution with optimization state estimation
Proceedings of the 14th annual conference on Genetic and evolutionary computation
On an evolutionary approach for constrained optimization problem solving
Applied Soft Computing
A study on scale factor/crossover interaction in distributed differential evolution
Artificial Intelligence Review
Adaptive differential evolution with directional information based search moves
SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing
Repairing the crossover rate in adaptive differential evolution
Applied Soft Computing
Differential evolution with multi-constraint consensus methods for constrained optimization
Journal of Global Optimization
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Differential evolution (DE) is well known as a simple and efficient scheme for global optimization over continuous spaces. In this paper we present two new, improved variants of DE. Performance comparisons of the two proposed methods are provided against (a) the original DE, (b) the canonical particle swarm optimization (PSO), and (c) two PSO-variants. The new DE-variants are shown to be statistically significantly better on a seven-function test bed for the following performance measures: solution quality, time to find the solution, frequency of finding the solution, and scalability.