Neural networks; A brief overview
Conference
·
· Proceedings of the American Power Conference; (United States)
OSTI ID:5080202
- Honeywell Sensor and System Development Center, Minneapolis, MN (US)
Neural networks-computational models loosely inspired by the brain-are now finding widespread application for solving classification, function approximation and optimization problems. This paper provides a brief but comprehensive review of neural networks. Various learning paradigms are discussed, as is the use of neural networks for solving optimization problems. The authors also describe briefly an approach to optimizing neural network applications using the genetic algorithm.
- OSTI ID:
- 5080202
- Report Number(s):
- CONF-9104106--
- Conference Information:
- Journal Name: Proceedings of the American Power Conference; (United States) Journal Volume: 53
- Country of Publication:
- United States
- Language:
- English
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Related Subjects
24 POWER TRANSMISSION AND DISTRIBUTION
240100* -- Power Systems-- (1990-)
99 GENERAL AND MISCELLANEOUS
990200 -- Mathematics & Computers
ALGORITHMS
COMPUTERIZED CONTROL SYSTEMS
CONTROL SYSTEMS
ENERGY SYSTEMS
MATHEMATICAL LOGIC
NEURAL NETWORKS
ON-LINE CONTROL SYSTEMS
ON-LINE SYSTEMS
POWER SYSTEMS
240100* -- Power Systems-- (1990-)
99 GENERAL AND MISCELLANEOUS
990200 -- Mathematics & Computers
ALGORITHMS
COMPUTERIZED CONTROL SYSTEMS
CONTROL SYSTEMS
ENERGY SYSTEMS
MATHEMATICAL LOGIC
NEURAL NETWORKS
ON-LINE CONTROL SYSTEMS
ON-LINE SYSTEMS
POWER SYSTEMS