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Multi-Agent Based Beam Search for Real-Time Production Scheduling and Control: Method, Software and Industrial Application

Multi-Agent Based Beam Search for Real-Time Production Scheduling and Control: Method, Software and Industrial Application

Автор: Shu Gang Kang, Shiu Hong Choi, 143 стр., ISBN: 1447145755

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...
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