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008 121026s2013 xxk| s |||| 0|eng d
020 _a9781447145769
_9978-1-4471-4576-9
024 7 _a10.1007/978-1-4471-4576-9
_2doi
050 4 _aTA177.4-185
072 7 _aTBC
_2bicssc
072 7 _aKJMV
_2bicssc
072 7 _aTEC000000
_2bisacsh
082 0 4 _a658.5
_223
100 1 _aKang, Shu Gang.
_eauthor.
245 1 0 _aMulti-Agent Based Beam Search for Real-Time Production Scheduling and Control
_h[electronic resource] :
_bMethod, Software and Industrial Application /
_cby Shu Gang Kang, Shiu Hong Choi.
264 1 _aLondon :
_bSpringer London :
_bImprint: Springer,
_c2013.
300 _aX, 134 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
505 0 _a1.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 _aThe 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 _aEngineering.
650 0 _aProduction management.
650 0 _aComputer simulation.
650 0 _aEngineering economics.
650 0 _aEngineering economy.
650 1 4 _aEngineering.
650 2 4 _aEngineering Economics, Organization, Logistics, Marketing.
650 2 4 _aOperations Management.
650 2 4 _aSimulation and Modeling.
700 1 _aChoi, Shiu Hong.
_eauthor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9781447145752
856 4 0 _uhttp://dx.doi.org/10.1007/978-1-4471-4576-9
912 _aZDB-2-ENG
942 _2Dewey Decimal Classification
_ceBooks
999 _c43612
_d43612