Genetic minimization of controls cost in technological processes taking into account various defects types 

Authors

  • S. D. Shtovba
  • O. M. Kozachko

Keywords:

technological process, genetic algorithm, multiplicity of control, parameters of reliability, account various of defects types

Abstract

We propose the improvement on a genetic algorithm used for the optimal choice of checking – retrofit procedures, which under the minimal cost provides the necessary zero-defects levels for every types of defects. The improvement allows the genetic algorithm to find out the optimal solutions very quickly. The speed of the genetic algorithm is achieved with the aid of a smart initialization, fast calculation of technological process reliability, and specific adaptive fitness function, and effective tournament selection scheme.

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Published

2010-11-12

How to Cite

[1]
S. D. Shtovba and O. M. Kozachko, “Genetic minimization of controls cost in technological processes taking into account various defects types ”, Вісник ВПІ, no. 3, pp. 74–79, Nov. 2010.

Issue

No 3 (2005)

Section

Information technologies and computer sciences

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