Evaluating Evolutionary Algorithms and Differential Evolution for the Online Optimization of Fermentation Processes.
Miguel RochaJosé P. PintoIsabel RochaEugénio C. FerreiraPublished in: EvoBIO (2007)
Keyphrases
- differential evolution
- evolutionary algorithm
- optimization method
- optimization algorithm
- optimization problems
- evolution strategy
- differential evolution algorithm
- parameter optimization
- evolutionary strategy
- convergence speed
- global optimization problems
- multi objective
- test functions
- real coded
- direct search
- harmony search
- particle swarm
- constrained optimization problems
- function optimization
- evolutionary computation
- multi objective optimization
- mutation operator
- particle swarm optimization
- genetic algorithm
- particle swarm optimization pso
- hybrid algorithm
- premature convergence
- simulated annealing
- optimization process
- evolution process
- optimization methods
- numerical optimization
- function optimization problems
- global search
- evolutionary programming
- genetic programming
- biogeography based optimization
- multiobjective optimization problems
- metaheuristic
- fitness function
- genetic operators
- crossover operator
- initial population
- combinatorial optimization
- global optimization
- constrained optimization
- multi objective evolutionary algorithms
- test problems
- solving global optimization problems
- knapsack problem
- artificial bee colony
- multiobjective optimization
- global convergence
- particle swarm optimization algorithm
- evolutionary search
- nsga ii
- multi objective problems
- numerical optimization problems
- estimation of distribution algorithms