Genetic Algorithm Based Neural Networks for Nonlinear Optimization
Software
·
OSTI ID:1230337
This software develops a novel approach to nonlinear optimization using genetic algorithm based neural networks. To our best knowledge, this approach represents the first attempt at applying both neural network and genetic algorithm techniques to solve a nonlinear optimization problem. The approach constructs a neural network structure and an appropriately shaped energy surface whose minima correspond to optimal solutions of the problem. A genetic algorithm is employed to perform a parallel and powerful search of the energy surface.
- Short Name / Acronym:
- GENETICNEURONS; 001073MLTPL00
- Version:
- 00
- Programming Language(s):
- Medium: X; OS: Unix
- Research Organization:
- Argonne National Laboratory (ANL), Argonne, IL (United States)
- Sponsoring Organization:
- DOE/ER
- DOE Contract Number:
- P
- OSTI ID:
- 1230337
- Country of Origin:
- United States
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