Stochastic global optimization methods. part 11: multi level methods
Mathematical Programming: Series A and B
Global optimization algorithms for a cad workstation
Journal of Optimization Theory and Applications
Global optimization
Global optimization and simulated annealing
Mathematical Programming: Series A and B
Efficient and portable combined Tausworthe random number generators
ACM Transactions on Modeling and Computer Simulation (TOMACS)
Genetic algorithms + data structures = evolution programs (3rd ed.)
Genetic algorithms + data structures = evolution programs (3rd ed.)
Application of stochastic global optimization algorithms to practical problems
Journal of Optimization Theory and Applications
Simple genetic algorithm with local tuning: efficient global optimizing technique
Journal of Optimization Theory and Applications
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Aspiration Based Simulated Annealing Algorithm
Journal of Global Optimization
Journal of Global Optimization
A Numerical Comparison of Some Modified Controlled Random SearchAlgorithms
Journal of Global Optimization
Stochastic Global Optimization: Problem Classes and Solution Techniques
Journal of Global Optimization
An Iterative Global Optimization Algorithm for Potential Energy Minimization
Computational Optimization and Applications
Journal of Global Optimization
A hybrid heuristic for the maximum clique problem
Journal of Heuristics
A Combined Global & Local Search (CGLS) Approach to Global Optimization
Journal of Global Optimization
Global optimization models in data networks: a case study
Computers and Operations Research
Financial Optimization Models in Data Networks*
Journal of Global Optimization
Computers & Mathematics with Applications
Differential evolution algorithms using hybrid mutation
Computational Optimization and Applications
A differential evolution approach for the common due date early/tardy job scheduling problem
Computers and Operations Research
Adaptive population-based search: Application to estimation of nonlinear regression parameters
Computational Statistics & Data Analysis
Opposition versus randomness in soft computing techniques
Applied Soft Computing
Comparison of Adaptive Approaches for Differential Evolution
Proceedings of the 10th international conference on Parallel Problem Solving from Nature: PPSN X
Population size reduction for the differential evolution algorithm
Applied 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
Adaptation in differential evolution: A numerical comparison
Applied Soft Computing
Differential evolution algorithm with strategy adaptation for global numerical optimization
IEEE Transactions on Evolutionary Computation
Global optimization models in data networks: a case study
Computers and Operations Research
Enhancing differential evolution frameworks by scale factor local search: part I
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Enhancing differential evolution frameworks by scale factor local search: part II
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
A simulated annealing driven multi-start algorithm for bound constrained global optimization
Journal of Computational and Applied Mathematics
Recent advances in differential evolution: a survey and experimental analysis
Artificial Intelligence Review
A fitness-based adaptation scheme for control parameters in differential evolution
Proceedings of the 12th annual conference companion on Genetic and evolutionary computation
A 2-Opt based differential evolution for global optimization
Applied Soft Computing
Differential evolution with a local search operator
CAR'10 Proceedings of the 2nd international Asia conference on Informatics in control, automation and robotics - Volume 2
Differential evolution based on adaptive mutation
CAR'10 Proceedings of the 2nd international Asia conference on Informatics in control, automation and robotics - Volume 3
Interpolated differential evolution for global optimisation problems
International Journal of Computing Science and Mathematics
Self-adapting differential evolution algorithm with chaos random for global numerical optimization
ISICA'10 Proceedings of the 5th international conference on Advances in computation and intelligence
Differential evolution with generalized differentials
Journal of Computational and Applied Mathematics
Natural Computing: 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
Random lines: a novel population set-based evolutionary global optimization algorithm
EuroGP'11 Proceedings of the 14th European conference on Genetic programming
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
Software environment for parallel optimization of complex systems
PARA'10 Proceedings of the 10th international conference on Applied Parallel and Scientific Computing - Volume Part I
A comparison of two adaptation approaches in differential evolution
SIDE'12 Proceedings of the 2012 international conference on Swarm and Evolutionary Computation
Operations Research Letters
Adaptive differential evolution with optimization state estimation
Proceedings of the 14th annual conference on Genetic and evolutionary computation
Improving differential evolution through a unified approach
Journal of Global Optimization
Benchmarking projection-based real coded genetic algorithm on BBOB-2013 noiseless function testbed
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
A novel switching local evolutionary PSO for quantitative analysis of lateral flow immunoassay
Expert Systems with Applications: An International Journal
Repairing the crossover rate in adaptive differential evolution
Applied Soft Computing
Quadratic interpolation based orthogonal learning particle swarm optimization algorithm
Natural Computing: an international journal
Hi-index | 0.01 |
This paper studies the efficiency and robustness of some recent and well known population set-based direct search global optimization methods such as Controlled Random Search, Differential Evolution and the Genetic Algorithm. Some modifications are made to Differential Evolution and to the Genetic Algorithm to improve their efficiency and robustness. All methods are tested on two sets of test problems, one composed of easy but commonly used problems and the other of a number of relatively difficult problems.