Dynamic fitness landscape-based adaptive mutation strategy selection mechanism for differential evolution.
Zhiping TanYu TangHuasheng HuangShaoming LuoPublished in: Inf. Sci. (2022)
Keyphrases
- differential evolution
- mutation strategy
- selection mechanism
- evolutionary algorithm
- fitness landscape
- crossover rate
- mutation operator
- convergence speed
- optimization algorithm
- differential evolution algorithm
- genetic algorithm
- evolutionary computation
- particle swarm optimization
- optimization method
- multi objective optimization
- crossover and mutation
- particle swarm optimization pso
- evolution strategy
- premature convergence
- hybrid algorithm
- crossover operator
- multi objective
- evolutionary programming
- particle swarm
- genetic operators
- evolutionary search
- simulated annealing
- initial population
- optimization problems
- fitness function
- genetic programming
- particle swarm optimizer
- pso algorithm
- mutation rate
- wider range
- nsga ii
- particle swarm optimization algorithm
- markov random field
- combinatorial optimization
- machine learning