On intelligent learning systems for next-generation manufacturing

Created by W.Langdon from gp-bibliography.bib Revision:1.4420

  author =       "Miran Brezocnik",
  title =        "On intelligent learning systems for next-generation
  booktitle =    "DAAAM International Scientific Book 2002",
  chapter =      "6",
  pages =        "39--48",
  publisher =    "DAAAM International",
  year =         "2002",
  volume =       "1",
  address =      "Vienna",
  month =        oct,
  editor =       "Branko Katalinic",
  email =        "mbrezocnik@uni-mb.si",
  keywords =     "genetic algorithms, genetic programming, manufacturing
                 systems, artificial intelligence, learning,
                 evolutionary computation, emergence",
  ISBN =         "3-901509-30-5",
  URL =          "http://www.daaam.com/",
  abstract =     "In the first part of the paper we analyse the basic
                 scientific and philosophical facts, as well as social
                 circumstances, that have a great impact on
                 manufacturing concepts. Then we propose a shift from
                 the present manufacturing paradigm favouring
                 particularly determinism, rationalism, and top-down
                 organisational principles towards intelligent systems
                 in next-generation manufacturing involving phenomena
                 such as non-determination, emergence, learning,
                 complexity, self-organization, bottom-up organisation,
                 and co-existence with natural environment. In the
                 second part we give two examples from metal forming
                 industry and autonomous intelligent vehicles. Both
                 systems are based on learning and imitate some
                 excellent properties of living systems. The stable
                 global order (i.e. the solution) of each presented
                 system gradually emerges as a result of interactions
                 between basic entities of which the system consists and
                 the environment.",
  notes =        "http://www.daaam.com/daaam/Publications/Publications.htm",

Genetic Programming entries for Miran Brezocnik