A PSO-based algorithm with local search for multimodal optimization without constraints.
Omar Andrés Carmona CortesAndrew Rau-ChaplinRafael Fernandes LopesPublished in: CLEI (2012)
Keyphrases
- optimization algorithm
- constrained optimization
- learning algorithm
- global search
- optimization process
- benchmark problems
- particle swarm optimization
- multiple constraints
- combinatorial optimization
- k means
- computational complexity
- search space
- multimodal function optimization
- simulated annealing
- objective function
- search algorithm
- detection algorithm
- np hard
- similarity measure
- knapsack problem
- preprocessing
- linear programming
- computational cost
- dynamic programming
- convex hull
- global optimization
- optimization method
- segmentation algorithm
- neural network
- optimal solution