The Multi-Agent Based Beam Search (MABBS) method systematically integrates four major requirements of manufacturing production - representation capability, solution quality, computation efficiency, and implementation difficulty - within a unified framework to deal with the many challenges of complex real-world production planning and scheduling problems.
Multi-agent Based Beam Search for Real-time Production Scheduling and Control introduces this method, together with its software implementation and industrial applications. This book connects academic research with industrial practice, and develops a practical solution to production planning and scheduling problems.
To simplify implementation, a reusable software platform is developed to build the MABBS method into a generic computation engine. This engine is integrated with a script language, called the Embedded Extensible Application Script Language (EXASL), to provide a flexible and straightforward approach to representing complex real-world problems.
Adopting an in-depth yet engaging and clear approach, and avoiding confusing or complicated mathematics and formulas, this book presents simple heuristics and a user-friendly software platform for system modelling. The supporting industrial case studies provide key information for students, lecturers, and industry practitioners alike.
Multi-agent Based Beam Search for Real-time Production Scheduling and Control offers insights into the complex nature of and a practical total solution to production planning and scheduling, and inspires further research and practice in this promising research area.
Produkteigenschaften
- Artikelnummer: 9781447145752
- Medium: Buch
- ISBN: 978-1-4471-4575-2
- Verlag: Springer
- Erscheinungstermin: 11.10.2012
- Sprache(n): Englisch
- Auflage: 2013
- Produktform: Gebunden, Book w. online files / update
- Gewicht: 3435 g
- Seiten: 134
- Format (B x H x T): 160 x 241 x 13 mm
- Ausgabetyp: Kein, Unbekannt
Themen
- Wirtschaftswissenschaften
- Betriebswirtschaft
- Bereichsspezifisches Management
- Produktionsmanagement, Qualitätskontrolle
- Wirtschaftswissenschaften
- Betriebswirtschaft
- Bereichsspezifisches Management
- Produktionsmanagement, Qualitätskontrolle
- Technische Wissenschaften
- Maschinenbau | Werkstoffkunde
- Produktionstechnik
- Fertigungstechnik, Automatisierung
- Mathematik | Informatik
- EDV | Informatik
- Informatik
- Künstliche Intelligenz
- Wissensbasierte Systeme, Expertensysteme