Frequency Fitness Assignment: Making Optimization Algorithms Invariant under Bijective Transformations of the Objective Function.
Thomas WeiseZhize WuXinlu LiYan ChenPublished in: CoRR (2020)
Keyphrases
- optimization problems
- objective function
- discrete optimization
- optimization procedure
- constrained optimization
- evolutionary algorithm
- combinatorial optimization
- computational cost
- optimization algorithm
- computational complexity
- greedy algorithm
- times faster
- benchmark datasets
- theoretical analysis
- significant improvement
- optimal solution
- bayesian networks
- worst case
- global optimization
- data structure
- optimization methods
- decision trees
- learning algorithm
- global convergence
- data sets