The Importance of Proper Diversity Management in Evolutionary Algorithms for Combinatorial Optimization.
Carlos SeguraArturo Hernández AguirreSergio Ivvan Valdez PeñaSalvador Botello RiondaPublished in: NEO (2015)
Keyphrases
- combinatorial optimization
- evolutionary algorithm
- optimization problems
- simulated annealing
- metaheuristic
- population diversity
- combinatorial optimization problems
- multi objective
- evolutionary computation
- evolutionary process
- traveling salesman problem
- differential evolution
- branch and bound
- multi objective optimization
- branch and bound algorithm
- combinatorial problems
- fitness function
- genetic programming
- mathematical programming
- memetic algorithm
- differential evolution algorithm
- benchmark problems
- quadratic assignment problem
- genetic algorithm
- solution quality
- evolution strategy
- crossover operator
- single machine scheduling problem
- hard combinatorial optimization problems
- genetic algorithm ga
- tabu search
- management system
- test problems
- search procedure
- vehicle routing problem
- multi objective evolutionary algorithms
- objective function
- knapsack problem