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Method of potential functions in pattern recognition problems: advantages and disadvantages

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A. Volosova,  (Ph. D., associate Professor, Moscow technical University (MIREA), Moscow)

Series "Natural & Technical Sciences" # 03  2018
The author considers the principle of operation of one of the mathematical methods in the theory of pattern recognition within the deterministic approach – the method of potential functions. This method can be considered as a generalization of several methods of describing classes by set of precedents. Other methods of finding the discriminant function are an iterative process presented within the framework of the method, and differ from each other only in the choice of the potential function. Limitations and advantages of the method are also considered.

Keywords: pattern recognition, potential function method, artificial intelligence.

 

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©  A. Volosova, Journal "Modern science: actual problems of theory and practice".
 

 

 

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