Reducing bias and inefficiency in the selection algorithm
Proceedings of the Second International Conference on Genetic Algorithms on Genetic algorithms and their application
Adaptation in natural and artificial systems
Adaptation in natural and artificial systems
Modern heuristic techniques for combinatorial problems
Modern heuristic techniques for combinatorial problems
Genetic algorithms + data structures = evolution programs (3rd ed.)
Genetic algorithms + data structures = evolution programs (3rd ed.)
Enhanced simulated annealing for globally minimizing functions of many-continuous variables
ACM Transactions on Mathematical Software (TOMS)
Outline for a Logical Theory of Adaptive Systems
Journal of the ACM (JACM)
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
An analysis of the behavior of a class of genetic adaptive systems.
An analysis of the behavior of a class of genetic adaptive systems.
Continuous interacting ant colony algorithm based on dense heterarchy
Future Generation Computer Systems - Special issue: Computational chemistry and molecular dynamics
Nonlinear inertia weight variation for dynamic adaptation in particle swarm optimization
Computers and Operations Research
A genetic algorithm and a particle swarm optimizer hybridized with Nelder-Mead simplex search
Computers and Industrial Engineering - Special issue: Sustainability and globalization: Selected papers from the 32 nd ICC&IE
Computers & Mathematics with Applications
A hybrid genetic algorithm and particle swarm optimization for multimodal functions
Applied Soft Computing
A restarted and modified simplex search for unconstrained optimization
Computers and Operations Research
A flexible tolerance genetic algorithm for optimal problems with nonlinear equality constraints
Advanced Engineering Informatics
Analog filter group delay optimization: efficiency evaluation of optimization methods
ECC'09 Proceedings of the 3rd international conference on European computing conference
Heuristic Kalman algorithm for solving optimization problems
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Nonlinear inertia weight variation for dynamic adaptation in particle swarm optimization
Computers and Operations Research
Shrinking neighborhood evolution: a novel stochastic algorithm for numerical optimization
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
A Heuristic for Nonlinear Global Optimization
INFORMS Journal on Computing
Computational Optimization and Applications
A new heuristic approach for non-convex optimization problems
Information Sciences: an International Journal
EMO'07 Proceedings of the 4th international conference on Evolutionary multi-criterion optimization
Expert Systems with Applications: An International Journal
Center Based Genetic Algorithm and its application to the stiffness equivalence of the aircraft wing
Expert Systems with Applications: An International Journal
A derivative-free constrained predictive controller
ICS'06 Proceedings of the 10th WSEAS international conference on Systems
Rosenbrock artificial bee colony algorithm for accurate global optimization of numerical functions
Information Sciences: an International Journal
Global Simplex Optimization-A simple and efficient metaheuristic for continuous optimization
Engineering Applications of Artificial Intelligence
Registration of 3d range images using particle swarm optimization
ASIAN'04 Proceedings of the 9th Asian Computing Science conference on Advances in Computer Science: dedicated to Jean-Louis Lassez on the Occasion of His 5th Cycle Birthday
ANTS'06 Proceedings of the 5th international conference on Ant Colony Optimization and Swarm Intelligence
An improved discrete immune network for multimodal optimization
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
Operations Research Letters
An intelligent algorithm: MACO for continuous optimization models
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
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Genetic algorithms are stochastic search approaches basedon randomized operators, such as selection, crossover and mutation,inspired by the natural reproduction and evolution of the livingcreatures. However, few published works deal with their applicationto the global optimization of functions depending on continuousvariables.A new algorithm called Continuous Genetic Algorithm (CGA) is proposedfor the global optimization of multiminima functions. In order tocover a wide domain of possible solutions, our algorithm first takescare over the choice of the initial population. Then it locates themost promising area of the solution space, and continues the searchthrough an “intensification” inside this area. The selection, thecrossover and the mutation are performed by using the decimal code.The efficiency of CGA is tested in detail through a set of benchmarkmultimodal functions, of which global and local minima are known. CGAis compared to Tabu Search and Simulated Annealing, as alternativealgorithms.