The influence of using design patterns on the process of implementing genetic algorithms

  • Authors:
  • Urszula Markowska-Kaczmar;Filip Krygowski

  • Affiliations:
  • Wroclaw University of Technology, Insitute of Informatics, Wroclaw, Poland;Wroclaw University of Technology, Insitute of Informatics, Wroclaw, Poland

  • Venue:
  • IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part II
  • Year:
  • 2010

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Abstract

The design of genetic algorithm is made on the basis of trial by error method, mainly. The aim of the research performed in this work was to examine the effects of using software design patterns in genetic algorithm implementation on the process of modifying the algorithm. Additionally, specific patterns were evaluated from the point of view of their contribution to reducing the difficulty of modifying a system.