Multi-swarm PSO algorithm for the Quadratic Assignment Problem: a massive parallel implementation on the OpenCL platform.
Piotr SzwedWojciech ChmielPublished in: CoRR (2015)
Keyphrases
- parallel implementation
- multi swarm
- quadratic assignment problem
- pso algorithm
- particle swarm optimization
- particle swarm optimization pso
- particle swarm optimisation
- standard pso
- tabu search
- particle swarm optimization algorithm
- convergence speed
- ant colony optimization
- particle swarm optimizer
- metaheuristic
- global optimization
- aco algorithm
- graphics processing units
- simulated annealing
- swarm intelligence
- combinatorial optimization
- multi objective
- test functions
- lower bound
- optimization algorithm
- particle swarm
- hybrid algorithm
- inertia weight
- differential evolution
- premature convergence
- genetic algorithm ga
- genetic algorithm
- faster convergence
- test instances
- nature inspired
- parallel algorithm
- pid controller
- stochastic local search
- vehicle routing problem
- evolution process
- search algorithm