Surrogate-Assisted Particle Swarm with Local Search for Expensive Constrained Optimization.
Rommel G. RegisPublished in: BIOMA (2018)
Keyphrases
- constrained optimization
- particle swarm
- particle swarm optimization algorithm
- global search
- particle swarm optimization
- genetic algorithm
- optimization method
- particle swarm algorithm
- multi objective
- constraint handling
- swarm intelligence
- evolutionary algorithm
- optimisation problems
- premature convergence
- differential evolution
- objective function
- constrained optimization problems
- optimization strategy
- simulated annealing
- optimization methods
- hybrid algorithm
- search algorithm
- pso algorithm
- fitness function
- unconstrained optimization
- search capabilities
- tabu search
- search space
- convergence speed
- interval analysis
- selection operator
- optimal solution
- memetic algorithm
- global convergence
- hybrid optimization algorithm
- combinatorial optimization
- penalty function
- binary particle swarm optimization
- inequality constraints
- job shop scheduling problem
- particle swarm optimization pso
- initial solution
- optimization algorithm
- augmented lagrangian
- global optimum
- lagrange multipliers
- global optimization
- computationally expensive
- evolutionary computation
- genetic programming
- particle swarm optimisation
- evolution strategy
- penalty functions
- ant colony optimization
- optimization problems
- computational intelligence
- binary gravitational search algorithm