Maximizing Non-monotone/Non-submodular Functions by Multi-objective Evolutionary Algorithms.
Chao QianYang YuKe TangXin YaoZhi-Hua ZhouPublished in: CoRR (2017)
Keyphrases
- submodular functions
- multi objective evolutionary algorithms
- greedy algorithm
- multi objective
- objective function
- facility location problem
- energy function
- multi objective optimization
- combinatorial optimization
- nsga ii
- test problems
- multi criteria
- convex optimization
- differential evolution
- multiobjective optimization
- evolutionary algorithm
- fitness function
- optimization algorithm
- genetic algorithm
- learning problems
- evolutionary computation
- graph cuts
- optimization problems
- facility location
- particle swarm optimization
- worst case
- cost function
- theoretical guarantees
- learning algorithm