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Fuzzy Logic and Control: Software and Hardware Applications, Volume 2 by Timothy J. Ross - University of New Mexico, Nader Vadiee, Mohammad Jamshidi

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13 A Fuzzy Geometric Pattern Recognition Method With Learning Capability

Scott PetersonClin LashwayRaydec Inc.

Doug MillerUniversity of New Mexico

This chapter describes a fuzzy-logic approach to pattern recognition of geometric shapes. Also utilized here are genetic algorithms. The results show great deal of promise with a strong proof of principle for pattern recognition problems.

13.1 Introduction

This chapter describes a method of geometric pattern recognition that incorporates elements of fuzzy logic and genetic algorithms. The recognition process is implemented using fuzzy measure to determine pattern characteristic class membership and a genetic algorithm to adaptively establish classification parameters. There were two overall objectives ...

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