书目名称 | Modelling and Intelligent Optimisation of Production Scheduling in VCIM Systems | 编辑 | Son Duy Dao | 视频video | | 概述 | Nominated as an outstanding PhD thesis by the University of South Australia, Adelaide.Reports on an innovative production-scheduling model for virtual computer-integrated manufacturing (VCIM) systems. | 丛书名称 | Springer Theses | 图书封面 |  | 描述 | .This thesis reports on an innovative production-scheduling model for virtual computer-integrated manufacturing (VCIM) systems. It also describes a robust genetic algorithm for production scheduling in VCIM systems. The model, which is the most comprehensive of its kind to date, is not only capable of supporting collaborative shipment scheduling and handling multiple product orders simultaneously, but also helps cope with multiple objective functions under uncertainties. In turn, the genetic algorithm, characterised by an innovative algorithm structure, chromosome encoding, crossover and mutation, is capable of searching for optimal/suboptimal solutions to the complex optimisation problem in the VCIM production- scheduling model described. Lastly, the effectiveness of the proposed approach is verified in a comprehensive case study.. | 出版日期 | Book 2018 | 关键词 | VCIM Production Scheduling Model; Collaborative Shipment Scheduling; Partner Selection; Multiple Produc | 版次 | 1 | doi | https://doi.org/10.1007/978-3-319-72113-2 | isbn_softcover | 978-3-319-89141-5 | isbn_ebook | 978-3-319-72113-2Series ISSN 2190-5053 Series E-ISSN 2190-5061 | issn_series | 2190-5053 | copyright | Springer International Publishing AG 2018 |
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