Heuristic control system employing expert system, neural network

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364490, 395 23, G05B 1302, G06F 1518

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054652049

ABSTRACT:
A heuristic control system and method for use with a computer-aided design, capable of learning complicated control and achieving an optimizing task with a fewer number of iteration. The heuristic control system includes: rule-based system for choosing and evaluating a rule among a plurality of given rules; training system for choosing strongly a rule whose evaluation result is favorable based on a predetermined value which evaluates an evaluation result of the rule-based system, and for generating a learning pattern; and neural network for designing an optimized circuit based on a signal fed from the training system and for sending a resultant signal to the rule-based system for another iteration of heuristic control. The learning method includes the steps of: choosing and evaluating a rule among a plurality of given rules; choosing strongly a rule whose evaluation result is favorable based on a predetermined value; generating a learning pattern which brings a desirable result based on the evaluating step; designing an optimized circuit based on the learning pattern generated; and choosing and evaluating iteratively a rule among a plurality of given rules.

REFERENCES:
patent: 4922432 (1990-05-01), Kobayashi et al.
patent: 5046020 (1991-09-01), Filkin
patent: 5121467 (1992-06-01), Skeirik
patent: 5140530 (1992-08-01), Guha et al.
patent: 5200908 (1993-04-01), Date et al.
patent: 5228113 (1993-07-01), Shelton
"Successfully Using Peak Learning Rates of 10(and greater) in Back-Propagation Networks with the Heuistic Learning Algorithm", John P. Cater, IEEE Inter. Conf. on Neural Networks, Jun. 21-24, 1987, pp. 645-651.
"Modular Learning in Neural Networks", Dana H. Ballard, Proceedings AAAI-87 Sixth National Conference on Artificial Intelligence, Jul. 13-17, 1987, pp. 279-284.
"Calibration of Neural Networks Using Genetic Algorithm with Application to Optimal Path Planning", Smith et al., 1st Annual Workshop on Space Operations Automation & Robotics, (SOAR '87), Aug. 5-7, 1987, pp. 519-526.
Fourth Annual IEEE International ASIC Conference & Exhibit, Sep. 23-27, 1991, S. Nishio, et al., "Incremental Timing Optimization During Multiple Stages of Logic Synthesis", pp. P13-1.1-P13-1.4.
Proceedings of the IEEE, vol. 78, No. 2, pp. 264-300, Feb., 1990, R. K. Brayton et al., "Multilevel Logic Synthesis".
International Joint Conference of Neural Network, 6 pages, 1991, Eric I. Chang, et al., "Arena, A Rule Evaluating Neural Assistant That Performs Rule-Based Logic Optimization".

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