Fuzzy mutation embedded hybrids of gravitational search and Particle Swarm Optimization methods for engineering design problems.
Devroop KarManosij GhoshRitam GuhaRam SarkarLaura García-HernándezAjith AbrahamPublished in: Eng. Appl. Artif. Intell. (2020)
Keyphrases
- particle swarm
- optimization methods
- search capabilities
- optimization method
- engineering design problems
- evolutionary algorithm
- particle swarm algorithm
- multi objective
- optimisation problems
- premature convergence
- optimization problems
- simulated annealing
- differential evolution
- genetic algorithm
- particle swarm optimisation
- particle swarm optimization algorithm
- optimization approaches
- optimization strategy
- particle swarm optimization
- unconstrained optimization
- fitness function
- swarm intelligence
- global convergence
- search space
- search algorithm
- binary particle swarm optimization
- hybrid optimization algorithm
- stochastic methods
- optimization algorithm
- genetic algorithm ga
- engineering problems
- evolution strategy
- fuzzy logic
- efficient optimization
- computational model
- crossover operator
- metaheuristic
- knapsack problem
- hybrid algorithm
- genetic programming
- global search
- mutation operator
- objective function
- case study
- machine learning