Niching Particle Swarm Optimizer with Entropy-Based Exploration Strategy for Global Optimization.
Dongyang LiWeian GuoLei WangPublished in: ICSI (1) (2019)
Keyphrases
- global optimization
- particle swarm optimizer
- exploration strategy
- particle swarm optimization
- particle swarm optimisation
- pso algorithm
- unknown environments
- reinforcement learning
- particle swarm optimization algorithm
- ant colony algorithm
- locally optimal
- global search
- multi objective
- particle swarm optimization pso
- single agent
- particle swarm
- multiple robots
- search capabilities
- convergence speed
- differential evolution
- hybrid algorithm
- swarm intelligence
- mobile robot
- machine learning
- path planning
- evolutionary programming
- metaheuristic
- genetic algorithm
- markov random field
- inertia weight
- test functions
- ant colony optimization
- dynamic environments
- faster convergence
- search algorithm
- premature convergence