• DocumentCode
    2292885
  • Title

    Holonic systems as software paradigms for industrial automation and environmental monitoring

  • Author

    Calabrese, Marco ; Piuri, Vincenzo ; Lecce, Vincenzo Di

  • Author_Institution
    DTI, Univ. of Milan, Crema, Italy
  • fYear
    2011
  • fDate
    11-15 April 2011
  • Firstpage
    1
  • Lastpage
    8
  • Abstract
    Holon is a powerful metaphor which captures the recursive structure of biological systems and the organization of their decision processes arranged at various granularity abstraction levels. From a computational intelligence perspective, a holon can be conceived as a goal-oriented community of lower-level holons led by more specific targets. Sub-holons co-operate on sub-problems that represent the source problem at a lower knowledge abstraction level. Such a (recursive) hierarchical organization constitutes the so-called holarchy. Holonic thinking is hence particularly suited for complex and intelligent systems modeling: in particular, its success has been proved in the field of Intelligent Manufacturing. Nevertheless, albeit hierarchical and granular thinking are two fundamental prerequisites in Software Engineering, the use of holonic thinking as software paradigm is still flawing in the literature at the moment. In this regard, the paper introduces the concept of `holonic granule´ as a novel software building-block for modeling complex granular systems. Prospective applications of holonic granule-based software models are then commented with particular emphasis to industrial automation and environmental monitoring settings.
  • Keywords
    environmental science computing; granular computing; knowledge representation; production engineering computing; software engineering; biological system; complex granular system; computational intelligence perspective; decision process; environmental monitoring; granularity abstraction; holonic granule based software model; holonic system; holonic thinking; industrial automation; intelligent manufacturing; intelligent systems modeling; lower knowledge abstraction level; recursive hierarchical organization; recursive structure; software building block; software engineering; software paradigm; Communities; Computational modeling; Face; Humans; Mercury (metals); Organizations; Software; granular computing; holon; holonic granule; knowledge representation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Agent (IA), 2011 IEEE Symposium on
  • Conference_Location
    Paris
  • Print_ISBN
    978-1-61284-059-8
  • Type

    conf

  • DOI
    10.1109/IA.2011.5953620
  • Filename
    5953620