Adaptive computing system capable of learning and discovery

Details Adaptive computing system capable of learning and discovery Adaptive computing system capable of learning and discovery

1984-06-11

1987-09-29

Smith, Jerry

Boots, shoes, and leggings

382 27, 382 42, G06F 1542

Patent

active

046972420

ABSTRACT:
An electronic computing system capable of learning and discovery employing a language composed of conditional statements called "classifiers" which respond to and operate fixed-length binary words called "messages". Each classifier comprises a condition part which identifies the message(s) to which the classfier responds, and an action part which specifies the content of the generated message which may, in part, be a function of one or more of the input messages. An adaptive algorithm, called the "bucket brigade algorithm", tracks the history of each classifier's performance and develops a strength value which serves as a measure of the past usefulness of that classifier in reaching a defined objective. A genetic algorithm generates new classifiers which are based on the strongest of the existing classifiers and which replace the weakest of the existing classifiers.

REFERENCES:
patent: 3950733 (1976-04-01), Cooper et al.
patent: 4254476 (1981-03-01), Burrows
patent: 4286330 (1981-08-01), Isaacsor
patent: 4384273 (1983-05-01), Ackland et al.
"Adaptive Pattern Recognition", Chow IBM Technical Disclosure Bulletin vol. 11, No. 11, Apr. 1969.

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