Frequency Fitness Assignment: Making Optimization Algorithms Invariant Under Bijective Transformations of the Objective Function Value.
Thomas WeiseZhize WuXinlu LiYan ChenPublished in: IEEE Trans. Evol. Comput. (2021)
Keyphrases
- optimization problems
- objective function
- computational cost
- optimization procedure
- computationally efficient
- worst case
- optimization method
- discrete optimization
- constrained optimization
- combinatorial optimization
- orders of magnitude
- data sets
- times faster
- global optimization
- optimization methods
- evolution strategy
- theoretical analysis
- linear programming
- np hard
- geometric transformations
- significant improvement
- optimization approaches
- preserving transformations