Empirical study of correlations in the fitness landscapes of combinatorial optimization problems.
Longfei ZhangKe LiShi GuPublished in: GECCO Companion (2021)
Keyphrases
- empirical studies
- combinatorial optimization problems
- fitness landscape
- optimization problems
- evolutionary algorithm
- knapsack problem
- discrete optimization
- metaheuristic
- combinatorial optimization
- ant colony optimization
- genetic algorithm
- genetic programming
- search space
- real world data sets
- job shop scheduling
- shortest path problem
- traveling salesman problem
- empirical analysis
- fitness function
- evolutionary computation
- continuous optimization problems
- exact algorithms
- uci datasets
- crossover and mutation
- job shop scheduling problem
- multi objective
- population size
- minmax regret
- neural network
- estimation of distribution algorithms
- experimental design
- linear programming
- cost function
- decision trees
- machine learning