`` Direct Search'' Solution of Numerical and Statistical Problems
Journal of the ACM (JACM)
On the Convergence of Pattern Search Algorithms
SIAM Journal on Optimization
Journal of Global Optimization
Differential Evolution: A Practical Approach to Global Optimization (Natural Computing Series)
Differential Evolution: A Practical Approach to Global Optimization (Natural Computing Series)
Design of a fuzzy controller in mobile robotics using genetic algorithms
Applied Soft Computing
On the performance of artificial bee colony (ABC) algorithm
Applied Soft Computing
Journal of Global Optimization
A hybrid genetic algorithm and particle swarm optimization for multimodal functions
Applied Soft Computing
Structural inverse analysis by hybrid simplex artificial bee colony algorithms
Computers and Structures
A hybrid meta-heuristic for global optimisation using low-discrepancy sequences of points
Computers and Operations Research
A probabilistic memetic framework
IEEE Transactions on Evolutionary Computation
A survey: algorithms simulating bee swarm intelligence
Artificial Intelligence Review
Chaotic bee colony algorithms for global numerical optimization
Expert Systems with Applications: An International Journal
Artificial bee colony algorithm for small signal model parameter extraction of MESFET
Engineering Applications of Artificial Intelligence
Memetic compact differential evolution for cartesian robot control
IEEE Computational Intelligence Magazine
A novel clustering approach: Artificial Bee Colony (ABC) algorithm
Applied Soft Computing
Expert Systems with Applications: An International Journal
Support vector machine approach for longitudinal dispersion coefficients in natural streams
Applied Soft Computing
The best-so-far selection in Artificial Bee Colony algorithm
Applied Soft Computing
Artificial Bee Colony algorithm for optimization of truss structures
Applied Soft Computing
Rosenbrock artificial bee colony algorithm for accurate global optimization of numerical functions
Information Sciences: an International Journal
A modified artificial bee colony algorithm
Computers and Operations Research
Expert Systems with Applications: An International Journal
Short communication: ANFIS-based approach for predicting sediment transport in clean sewer
Applied Soft Computing
Evolutionary algorithms and gradient search: similarities anddifferences
IEEE Transactions on Evolutionary Computation
Meta-Lamarckian learning in memetic algorithms
IEEE Transactions on Evolutionary Computation
Coevolving Memetic Algorithms: A Review and Progress Report
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Damage detection based on improved particle swarm optimization using vibration data
Applied Soft Computing
A multi-threshold segmentation approach based on Artificial Bee Colony optimization
Applied Intelligence
Particle swarm optimization of interval type-2 fuzzy systems for FPGA applications
Applied Soft Computing
Biogeography and geo-sciences based land cover feature extraction
Applied Soft Computing
Engineering Applications of Artificial Intelligence
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Artificial bee colony algorithm is one of the most recently proposed swarm intelligence based optimization algorithm. A memetic algorithm which combines Hooke-Jeeves pattern search with artificial bee colony algorithm is proposed for numerical global optimization. There are two alternative phases of the proposed algorithm: the exploration phase realized by artificial bee colony algorithm and the exploitation phase completed by pattern search. The proposed algorithm was tested on a comprehensive set of benchmark functions, encompassing a wide range of dimensionality. Results show that the new algorithm is promising in terms of convergence speed, solution accuracy and success rate. The performance of artificial bee colony algorithm is much improved by introducing a pattern search method, especially in handling functions having narrow curving valley, functions with high eccentric ellipse and some complex multimodal functions.