Evolutionary programming of CNC machines
Created by W.Langdon from
gp-bibliography.bib Revision:1.8098
- @Article{kovacic:2005:JMPT,
-
author = "Miha Kovacic and Miran Brezocnik and Ivo Pahole and
Joze Balic and Borut Kecelj",
-
title = "Evolutionary programming of {CNC} machines",
-
journal = "Journal of Materials Processing Technology",
-
year = "2005",
-
volume = "164-165",
-
pages = "1379--1387",
-
month = "15 " # may,
-
keywords = "genetic algorithms, genetic programming, Manufacturing
systems, NC programming, CNC machines",
-
ISSN = "0924-0136",
-
DOI = "doi:10.1016/j.jmatprotec.2005.02.047",
-
abstract = "We propose a new concept for programming of CNC
machines. The concept based on genetic algorithms
assures evolutionary generation and optimization of NC
programs on the basis of CAD models of manufacturing
environment. The structure, undergoing simulated
evolution, is the population of NC programs. The NC
programs control the machine which performs simple
elementary motions. During the evolution the machine
movement becomes more and more complex and intelligent
solutions emerge gradually as a result of the
interaction between machine movements and manufacturing
environment. The examples of evolutionary programming
of CNC lathe and CNC milling machine tool for different
complexities of the blanks and products are presented.
The proposed concept showed a high degree of
universality, efficiency, and reliability and it can be
also simply adopted to other CNC machines.",
-
notes = "AMPT/AMME05 Part 2
University of Maribor, Smetanova ulica 17, Maribor,
Slovenia",
- }
Genetic Programming entries for
Miha Kovacic
Miran Brezocnik
Ivo Pahole
Joze Balic
Borut Kecelj
Citations