How to Make Multi-Objective Evolutionary Algorithms Invariant to Monotonically Increasing Transformation of Objective Functions.
Yutaro YamadaKento UchidaShinichi ShirakawaPublished in: GECCO Companion (2024)
Keyphrases
- multi objective evolutionary algorithms
- multi objective
- objective function
- multi objective optimization problems
- multi objective optimization
- evolutionary algorithm
- multi criteria
- multi objective problems
- optimization problems
- nsga ii
- optimization algorithm
- test problems
- geometric transformations
- particle swarm optimization
- multiobjective optimization
- pareto optimal
- pareto optimal set
- computational efficiency
- affine transformation
- evolutionary computation
- fitness function
- genetic algorithm
- attribute values
- computationally efficient
- linear programming
- fuzzy logic
- upper bound
- special case
- grammar guided genetic programming