7 search results - page 1 / 2 » NEMO: neural enhancement for multiobjective optimization |
CEC
2007
IEEE
13 years 11 months ago
2007
IEEE
— In this paper, a neural network approach is presented to expand the Pareto-optimal front for multiobjective optimization problems. The network is trained using results obtained...
ACMSE
2008
ACM
13 years 6 months ago
2008
ACM
In previous work, a neural network was used to increase the number of solutions found by an evolutionary multiobjective optimization algorithm. In this paper, various approaches a...
IJON
2006
13 years 4 months ago
2006
We present an application of multi-objective evolutionary optimization of feed-forward neural networks (NN) to two real world problems, car and face classification. The possibly co...
CEC
2007
IEEE
13 years 11 months ago
2007
IEEE
— This paper presents a single-objective and a multiobjective stochastic optimization algorithms for global training of neural networks based on simulated annealing. The algorith...
GECCO
2007
Springer
13 years 11 months ago
2007
Springer
A novel optimisation accelerator deploying neural network predictions and objective space direct manipulation strategies is presented. The concept of directing the search through ...