Evaluating differential evolution with penalty function to solve constrained engineering problems.
Vinícius Veloso de MeloGrazieli Luiza Costa CarosioPublished in: Expert Syst. Appl. (2012)
Keyphrases
- differential evolution
- constrained optimization problems
- engineering problems
- penalty function
- constraint handling
- real coded
- lagrange multipliers
- evolutionary algorithm
- constrained optimization
- genetic algorithm
- particle swarm optimization
- differential evolution algorithm
- convergence speed
- optimization algorithm
- optimization method
- engineering design
- penalty functions
- mutation operator
- multiobjective optimization
- fitness function
- evolution strategy
- premature convergence
- objective function
- numerical optimization problems
- hybrid algorithm
- particle swarm optimization pso
- nsga ii
- parameter optimization
- multi objective optimization
- biological systems
- crossover operator
- optimization problems
- evolutionary strategy
- global optimization problems
- artificial bee colony
- evolutionary computation
- solving global optimization problems
- global convergence
- convex hull
- genetic programming
- multi objective
- lower bound
- artificial intelligence