Collective intelligence for monitoring innovation and change in manufacturing industry

Ayhan M., AYDIN M. E., ÖZTEMEL E.

2012 World Congress on Engineering, WCE 2012, London, İngiltere, 4 - 06 Temmuz 2012, cilt.3, ss.1395-1400, (Tam Metin Bildiri) identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Cilt numarası: 3
  • Basıldığı Şehir: London
  • Basıldığı Ülke: İngiltere
  • Sayfa Sayıları: ss.1395-1400
  • Anahtar Kelimeler: Change Management, Collective Intelligence, Innovation Monitoring, Multi Agent Aystems, Swarm Intelligence
  • İstanbul Ticaret Üniversitesi Adresli: Evet

Özet

Change monitoring and management become an unavoidable necessity for companies in order to stay competitive in global market.This requires thorough handling models for change management to attain a systematic approach. In this paper, monitoring models for innovation and changes in manufacturing environments are investigated using two collective intelligence approaches. The first approach is based on a multi agent system designed in a tree-structured, where expert operational agents are strictly organised under sub-chair agents. The second approach uses a swarm intelligence approach, namely bee-colony algorithm to achieve collective intelligence for monitoring innovation and change across the manufacturing companies.