Convergence guarantees for generalized adaptive stochastic search methods for continuous global optimization.
Rommel G. RegisPublished in: Eur. J. Oper. Res. (2010)
Keyphrases
- global optimization
- search methods
- stochastic search
- search algorithm
- particle swarm optimization
- metaheuristic
- search strategies
- optimal control problems
- ant colony algorithm
- global optimality
- faster convergence
- global solution
- pso algorithm
- constrained global optimization
- stochastic approximation
- convergence speed
- exhaustive search
- evolutionary algorithm
- global search
- nearest neighbor search
- beam search
- unconstrained optimization
- optimization problems
- deterministic annealing
- particle swarm optimization algorithm
- ant colony optimization
- inverse problems
- tabu search
- genetic programming
- simulated annealing
- heuristic functions
- multi objective