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Multi-Agent Based Beam Search for Real-Time Production Scheduling and Control Method, Software and Industrial Application /
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...
| Clasificación: | Libro Electrónico |
|---|---|
| Autores principales: | , |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
London :
Springer London : Imprint: Springer,
2013.
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| Edición: | 1st ed. 2013. |
| Temas: | |
| Acceso en línea: | Texto Completo |
MARC
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| 020 | |a 9781447145769 |9 978-1-4471-4576-9 | ||
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| 100 | 1 | |a Kang, Shu Gang. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 245 | 1 | 0 | |a Multi-Agent Based Beam Search for Real-Time Production Scheduling and Control |h [electronic resource] : |b Method, Software and Industrial Application / |c by Shu Gang Kang, Shiu Hong Choi. |
| 250 | |a 1st ed. 2013. | ||
| 264 | 1 | |a London : |b Springer London : |b Imprint: Springer, |c 2013. | |
| 300 | |a X, 134 p. |b online resource. | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
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| 505 | 0 | |a 1.Introduction -- 2.Literature Review -- 3.Research Methodology -- 4.The Multi-Stage Multi-Level Decision-Making Model -- 5.Knowledge-Directed opportunistic Search -- 6. The Multi-Agent Based Beam Search Method -- 7. Modeling Complex Decision-Making Problems with the MABBS Methods -- 8.The MABBS Engine -- 9.Industrial Application of the MABBS Method -- 10.Summary and Directions for Future Research. | |
| 520 | |a 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. | ||
| 650 | 0 | |a Industrial Management. | |
| 650 | 0 | |a Production management. | |
| 650 | 0 | |a Computer simulation. | |
| 650 | 1 | 4 | |a Industrial Management. |
| 650 | 2 | 4 | |a Operations Management. |
| 650 | 2 | 4 | |a Computer Modelling. |
| 700 | 1 | |a Choi, Shiu Hong. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 710 | 2 | |a SpringerLink (Online service) | |
| 773 | 0 | |t Springer Nature eBook | |
| 776 | 0 | 8 | |i Printed edition: |z 9781447145776 |
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| 776 | 0 | 8 | |i Printed edition: |z 9781447145752 |
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| 912 | |a ZDB-2-ENG | ||
| 912 | |a ZDB-2-SXE | ||
| 950 | |a Engineering (SpringerNature-11647) | ||
| 950 | |a Engineering (R0) (SpringerNature-43712) | ||