Multi-objective differential evolution with performance-metric-based self-adaptive mutation operator for chemical and biochemical dynamic optimization problems.
Qinqin FanWeili WangXuefeng YanPublished in: Appl. Soft Comput. (2017)
Keyphrases
- mutation operator
- dynamic optimization problems
- multi objective differential evolution
- nsga ii
- evolutionary algorithm
- multi objective
- optimization problems
- multi swarm
- multi objective optimization
- premature convergence
- pareto optimal
- differential evolution
- crossover operator
- test problems
- fitness function
- genetic algorithm
- genetic operators
- evolutionary computation
- evolutionary programming
- optimization algorithm
- function optimization
- population diversity
- simulated annealing
- dynamic optimization
- evolution strategy
- particle swarm
- genetic programming
- standard pso
- optimization method
- knapsack problem
- objective function
- convergence rate
- particle swarm optimization
- convergence speed
- search capabilities
- control parameters
- multiple objectives
- optimization methods
- search algorithm
- benchmark problems