A Note on the Finite Time Behavior of Simulated Annealing
Mathematics of Operations Research
Estimation of Distribution Algorithms: A New Tool for Evolutionary Computation
Estimation of Distribution Algorithms: A New Tool for Evolutionary Computation
Evolutionary Algorithms for Solving Multi-Objective Problems
Evolutionary Algorithms for Solving Multi-Objective Problems
Dynamic Programming
Large scale evolutionary optimization using cooperative coevolution
Information Sciences: an International Journal
Space transformation search: a new evolutionary technique
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
Improved differential evolution algorithm with decentralisation of population
International Journal of Bio-Inspired Computation
A study of the relationship between scale-freeness and evolution of cooperation
International Journal of Bio-Inspired Computation
Identification for fractional order rational models based on particle swarm optimisation
International Journal of Computer Applications in Technology
Particle swarm optimisation of a discontinuous control for a wheeled mobile robot with two trailers
International Journal of Computer Applications in Technology
Two-stage eagle strategy with differential evolution
International Journal of Bio-Inspired Computation
Formal approach for the development of intelligent industrial control components
International Journal of Computer Applications in Technology
Ant system: optimization by a colony of cooperating agents
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
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This paper presents an enhanced differential evolution DE algorithm on graphics hardware. It has shown a good performance on solving large scale optimisation problems. In this algorithm, generalised opposition-based learning GOBL strategy and orientation neighbourhood search ONS are embedded into DE algorithm. These strategies are helpful to balance the global and local search ability of the algorithm, moreover, the GPU hardware can accelerate the convergence rate. Experimental results show that the enhanced algorithm on graphics hardware achieves good accuracy and high speedup.