ACM Transactions on Mathematical Software (TOMS)
Adaptation in natural and artificial systems
Adaptation in natural and artificial systems
Genetic algorithms + data structures = evolution programs (2nd, extended ed.)
Genetic algorithms + data structures = evolution programs (2nd, extended ed.)
Evolutionary algorithms in theory and practice: evolution strategies, evolutionary programming, genetic algorithms
On Pre-Conditioning of Matrices
Journal of the ACM (JACM)
Designing digital filters with differential evolution
New ideas in optimization
Multivariable Feedback Control: Analysis and Design
Multivariable Feedback Control: Analysis and Design
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Numerical Optimization of Computer Models
Numerical Optimization of Computer Models
Multivariable System Theory and Design
Multivariable System Theory and Design
Convergence Properties of the Nelder--Mead Simplex Method in Low Dimensions
SIAM Journal on Optimization
Journal of Global Optimization
Varying the Probability of Mutation in the Genetic Algorithm
Proceedings of the 3rd International Conference on Genetic Algorithms
Towards an Optimal Mutation Probability for Genetic Algorithms
PPSN I Proceedings of the 1st Workshop on Parallel Problem Solving from Nature
Step-Size Adaption Based on Non-Local Use of Selection Information
PPSN III Proceedings of the International Conference on Evolutionary Computation. The Third Conference on Parallel Problem Solving from Nature: Parallel Problem Solving from Nature
Branch and bound experiments in nonlinear integer programming
Branch and bound experiments in nonlinear integer programming
Spiders: a new user interface for rotation and visualization of n-dimensional point sets
VIS '94 Proceedings of the conference on Visualization '94
Introduction to Evolutionary Computing
Introduction to Evolutionary Computing
Convergence results for the (1, λ)-SA-ES using the theory of ϕ-irreducible Markov chains
Theoretical Computer Science
Self-Adaptive Genetic Algorithms with Simulated Binary Crossover
Evolutionary Computation
A Note on the Extended Rosenbrock Function
Evolutionary Computation
Toward a theory of evolution strategies: Self-adaptation
Evolutionary Computation
A note on the empirical evaluation of intermediate recombination
Evolutionary Computation
Some comments on evolutionary algorithm theory
Evolutionary Computation
Empirical investigation of multiparent recombination operators in evolution strategies
Evolutionary Computation
Evolutionary algorithms for constrained parameter optimization problems
Evolutionary Computation
No free lunch and free leftovers theorems for multiobjective optimisation problems
EMO'03 Proceedings of the 2nd international conference on Evolutionary multi-criterion optimization
Evolutionary computation: comments on the history and current state
IEEE Transactions on Evolutionary Computation
System design by constraint adaptation and differential evolution
IEEE Transactions on Evolutionary Computation
Parameter control in evolutionary algorithms
IEEE Transactions on Evolutionary Computation
Simulated annealing: Practice versus theory
Mathematical and Computer Modelling: An International Journal
A hybrid CMA-ES and HDE optimisation algorithm with application to solar energy potential
Applied Soft Computing
Algorithm for very fast computation of least absolute value regression
ACC'09 Proceedings of the 2009 conference on American Control Conference
An adaptive multisite mapping for computationally intensive grid applications
Future Generation Computer Systems
A 2-Opt based differential evolution for global optimization
Applied Soft Computing
A distributed bio-inspired method for multisite grid mapping
Applied Computational Intelligence and Soft Computing - Special issue on theory and applications of evolutionary computation
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Biological invasion-inspired migration in distributed evolutionary algorithms
Information Sciences: an International Journal
Expert Systems: The Journal of Knowledge Engineering
Model and algorithm of fuzzy joint replenishment problem under credibility measure on fuzzy goal
Knowledge-Based Systems
Repairing the crossover rate in adaptive differential evolution
Applied Soft Computing
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Differential Evolution (DE) has gathered a reputation for being a powerful yet simple global optimiser with continually outperforming many of the already existing stochastic and direct search global optimisation techniques. It is however well established that DE is particularly sensitive to its control parameters, most notably the mutation weighting factor F. This sensitivity is further studied here and a simple randomised self-adaptive scheme is proposed for the DE mutation weighting factor F. The performance of this algorithm is studied with the use of several benchmark problems and applied to a difficult control systems design case study.