Litcius/Paper detail

Application of a Genetic Algorithm for Minimum Zone Method of Flatness

Balázs Mikó, Soma Manó Szabó, Ágota Drégelyi-Kiss

2021Acta Polytechnica Hungarica10 citationsDOIOpen Access PDF

Abstract

The geometric product specification (GPS), has an increasing importance in machine design, manufacturing and measuring. However, standards describe the interpretation of the different kinds of form and position tolerances; there are several methods in measuring, how these deviations can be evaluated. In this article the minimum zone method (MZ) is presented in case of flatness error by coordinate measuring device. Different search algorithms can be applied during the implementation, in order to solve the geometric problem of flatness evaluation. In this article, the genetic algorithm is investigated and compared with hill climbing algorithms. The optimization of the parameters of the genetic algorithm is also presented.

Topics & Concepts

Flatness (cosmology)Genetic algorithmAlgorithmComputer scienceMathematicsMachine learningPhysicsCosmologyQuantum mechanicsAdvanced Measurement and Metrology TechniquesOptical measurement and interference techniquesLaser and Thermal Forming Techniques