An Adaptive Differential Evolution Algorithm With Novel Mutation and Crossover Strategies for Global Numerical Optimization.
Sk. Minhazul IslamSwagatam DasSaurav GhoshSubhrajit RoyPonnuthurai Nagaratnam SuganthanPublished in: IEEE Trans. Syst. Man Cybern. Part B (2012)
Keyphrases
- differential evolution algorithm
- global numerical optimization
- differential evolution
- mutation operation
- evolutionary algorithm
- genetic algorithm
- initial population
- mutation operator
- scale factor
- crossover operator
- optimization algorithm
- mutation strategy
- convergence speed
- optimization problems
- control parameters
- particle swarm optimization
- premature convergence
- population size
- multi objective
- evolutionary computation
- hybrid algorithm
- genetic programming
- crossover and mutation
- optimization method
- genetic algorithm ga
- fitness function
- pso algorithm
- function optimization
- particle swarm optimization pso
- optimization model
- genetic operators
- swarm intelligence
- fuzzy logic