DE/current-to-better/1: A new mutation operator to keep population diversity.
Mingcheng ZuoChangfang GuoPublished in: Intell. Syst. Appl. (2022)
Keyphrases
- mutation operator
- population diversity
- evolutionary algorithm
- premature convergence
- crossover operator
- differential evolution
- genetic algorithm
- convergence speed
- particle swarm optimization
- search efficiency
- solution quality
- convergence rate
- evolutionary programming
- evolutionary strategy
- optimization problems
- fitness function
- function optimization
- genetic algorithm ga
- genetic operators
- crossover and mutation
- traveling salesman problem
- step size
- search capabilities
- simulated annealing
- multi objective
- selection operator
- solution space
- nsga ii
- evolutionary computation
- genetic programming
- evolutionary process
- optimization algorithm
- cost function
- optimal solution
- reinforcement learning