Simulation optimization using the particle swarm optimization with optimal computing budget allocation.
Si ZhangPan ChenLoo Hay LeeEk Peng ChewChun-Hung ChenPublished in: WSC (2011)
Keyphrases
- particle swarm optimization
- global optimization
- population based optimization
- joint optimization
- optimal design
- pso algorithm
- particle swarm
- finding optimal
- simulation models
- optimal selection
- dynamic programming
- approximately optimal
- convergence speed
- optimal solution
- particle swarm optimization algorithm
- optimization process
- optimization problems
- max min
- neural network
- numerical simulations
- closed form
- mathematical model
- global search
- efficient computation
- optimization model
- worst case
- multi objective
- data sets
- evolution strategy
- simulation study
- metaheuristic
- optimization algorithm
- genetic algorithm
- upper bound
- evolutionary algorithm