A novel modified differential evolution algorithm for constrained optimization problems.
Dexuan ZouHaikuan LiuLiqun GaoSteven LiPublished in: Comput. Math. Appl. (2011)
Keyphrases
- constrained optimization problems
- differential evolution algorithm
- differential evolution
- evolutionary algorithm
- constraint handling
- convergence speed
- particle swarm optimization
- global numerical optimization
- optimization algorithm
- initial population
- genetic algorithm
- test functions
- particle swarm optimization pso
- optimization method
- optimization problems
- mutation operator
- particle swarm
- crossover operator
- premature convergence
- hybrid algorithm
- evolution strategy
- scale factor
- multi objective
- evolutionary computation
- constrained optimization
- fitness function
- multi objective optimization
- global convergence
- real time
- penalty function
- dynamic programming
- genetic programming