Improving genetic algorithm performance with intelligent mappings from chromosomes to solutions.
Justin CollinsDavid JoslinPublished in: GECCO (2006)
Keyphrases
- genetic algorithm
- genetic operators
- initial population
- evolutionary algorithm
- fitness function
- genetic search
- multidimensional knapsack problem
- crossover operator
- genetic algorithm ga
- neural network
- crossover and mutation
- multi objective optimization
- evolutionary computation
- simulated annealing
- fuzzy logic
- multi objective
- benchmark problems
- mutation operator
- population size
- explore the search space
- optimization method
- intelligent systems
- hybrid algorithm
- optimal solution
- real coded
- data sets
- produce high quality solutions
- job shop scheduling problem
- solution space
- metaheuristic
- artificial neural networks