DocumentCode
1907590
Title
A neural network to solve discrete dynamic programming problems
Author
Francelin, Roseli Ap ; Gomide, Fernando A.C.
Author_Institution
Sao Paulo Univ., ICMSC-SCE, Sao Carlos, SP, Brazil
fYear
1993
fDate
1993
Firstpage
1433
Abstract
An artificial neural network to solve discrete dynamic programming problems is proposed. This approach presents some advantages with regard to alternative approaches because of the inherent parallelism of the neural networks. Some important applications are addressed to illustrate the usefulness of the approach proposed. An algorithm for dynamic programming neural network (DPNN) implementation and an equivalence between the DPNN and the dynamic programming procedure are presented
Keywords
dynamic programming; neural nets; artificial neural network; discrete dynamic programming problems; equivalence; parallelism; Artificial neural networks; Constraint optimization; Dynamic programming; Network topology; Neural network hardware; Neural networks; Neurofeedback; Neurons; Parallel processing; Performance analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 1993., IEEE International Conference on
Conference_Location
San Francisco, CA
Print_ISBN
0-7803-0999-5
Type
conf
DOI
10.1109/ICNN.1993.298767
Filename
298767
Link To Document