Program optimization carving for GPU computing
Journal of Parallel and Distributed Computing
Strategies to minimise the total run time of cyclic graph based genetic programming with GPUs
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Solving quadratic assignment problems by genetic algorithms with GPU computation: a case study
Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers
Metaheuristics: From Design to Implementation
Metaheuristics: From Design to Implementation
GPU-ABiSort: optimal parallel sorting on stream architectures
IPDPS'06 Proceedings of the 20th international conference on Parallel and distributed processing
Holder functions and deception of genetic algorithms
IEEE Transactions on Evolutionary Computation
Parallelism and evolutionary algorithms
IEEE Transactions on Evolutionary Computation
Effect of the block occupancy in GPGPU over the performance of particle swarm algorithm
ICANNGA'11 Proceedings of the 10th international conference on Adaptive and natural computing algorithms - Volume Part I
ACO with tabu search on a GPU for solving QAPs using move-cost adjusted thread assignment
Proceedings of the 13th annual conference on Genetic and evolutionary computation
GPU computation in bioinspired algorithms: a review
IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part I
GPU-Based evaluation to accelerate particle swarm algorithm
EUROCAST'11 Proceedings of the 13th international conference on Computer Aided Systems Theory - Volume Part I
A fair comparison of modern CPUs and GPUs running the genetic algorithm under the knapsack benchmark
EvoApplications'12 Proceedings of the 2012t European conference on Applications of Evolutionary Computation
Efficient local search on the GPU-Investigations on the vehicle routing problem
Journal of Parallel and Distributed Computing
Implementation of cellular genetic algorithms on a CNN chip: Simulations and experimental results
International Journal of Circuit Theory and Applications
Biological plausibility in optimisation: an ecosystemic view
International Journal of Bio-Inspired Computation
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Parallel algorithm for evolvable-based boolean synthesis on GPUs
Analog Integrated Circuits and Signal Processing
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The island model for evolutionary algorithms allows to delay the global convergence of the evolution process and encourage diversity. However, solving large size and time-intensive combinatorial optimization problems with the island model requires a large amount of computational resources. GPU computing is recently revealed as a powerful way to harness these resources. In this paper, we focus on the parallel island model on GPU. We address its re-design, implementation, and associated issues related to the GPU execution context. The preliminary results demonstrate the effectiveness of the proposed approaches and their capabilities to fully exploit the GPU architecture.