Bi-objective hypervolume-based Pareto optimization - A gradient-based approach as an alternative to evolutionary algorithms.
Rajan Filomeno CoelhoPublished in: Optim. Lett. (2015)
Keyphrases
- evolutionary algorithm
- bi objective
- multi objective
- nsga ii
- uniform design
- multi objective optimization
- optimization algorithm
- optimization problems
- multiobjective optimization
- multiple objectives
- pareto optimal
- multi objective evolutionary algorithms
- evolutionary computation
- evolution strategy
- differential evolution
- fitness function
- set covering problem
- evolutionary strategy
- genetic algorithm
- pareto optimal solutions
- particle swarm optimization
- simulated annealing
- crossover operator
- genetic programming
- optimization process
- knapsack problem
- differential evolution algorithm
- multidisciplinary design optimization
- test problems
- candidate solutions
- multi objective problems
- combinatorial optimization problems
- global optimization
- objective function
- constrained optimization
- search strategies
- particle swarm optimization pso
- artificial neural networks