The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Feb. 19, 2002
Filed:
May. 20, 1999
Masashi Yamaguchi, Shizuoka, JP;
Yamaha Hatsudoki Kabushiki Kaisha, Shizuoka, JP;
Abstract
Optimization of a FNN (FNN)-based controller is described. The optimization includes selecting which input signals will be used by the FNN to compute a desired control output. Output parameters are identified and computed by fuzzy reasoning using a neural network. Adjustment of fuzzy rules and/or membership functions for the FNN is provided by a learning process. The learning process includes selecting candidate input data signals (e.g. selecting candidate sensor signals) as inputs for the FNN. The input data is categorized and coded into a chromosome structure for use by a genetic algorithm. The genetic algorithm is used to select an optimum chromosome (individual). The optimum chromosome specifies the number(s) and type(s) of input data signals for the FNN so as to optimize the operation of the FNN-based control system. The optimized FNN-based control system can be used in many control environments, including control of an internal combustion engine.