Modelling and Intelligent Optimisation of Production Scheduling in VCIM Systems
Author:   Son Duy Dao
Publisher:   Springer International Publishing AG
Edition:   1st ed. 2018
ISBN:  

9783319721125


Pages:   147
Publication Date:   30 January 2018
Format:   Hardback
Availability:   Manufactured on demand   Availability explained
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Modelling and Intelligent Optimisation of Production Scheduling in VCIM Systems


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Overview

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.

Full Product Details

Author:   Son Duy Dao
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   1st ed. 2018
Weight:   0.474kg
ISBN:  

9783319721125


ISBN 10:   3319721127
Pages:   147
Publication Date:   30 January 2018
Audience:   Professional and scholarly ,  College/higher education ,  Professional & Vocational ,  Postgraduate, Research & Scholarly
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Chapter 1: Introduction.- Chapter 2: Literature review.- Chapter 3: An innovative production scheduling model for VCIM systems.- Chapter 4: An innovative genetic algorithm for VCIM production scheduling optimisation.- Chapter 5: Case study.- Chapter 6: Conclusions and recommendations for future work.

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