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Modelling and Intelligent Optimisation of Production Scheduling in Vcim Syste...

Description: Modelling and Intelligent Optimisation of Production Scheduling in Vcim Systems, Paperback by Dao, Son Duy, ISBN 3319891413, ISBN-13 9783319891415, Brand New, Free shipping in the US

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.

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Book Title: Modelling and Intelligent Optimisation of Production Scheduling in Vcim Systems

Number of Pages: Xvii, 147 Pages

Language: English

Publisher: Springer International Publishing A&G

Topic: Industrial Engineering, Intelligence (Ai) & Semantics, Industrial Management

Publication Year: 2019

Illustrator: Yes

Genre: Computers, Technology & Engineering, Business & Economics

Item Weight: 16 Oz

Item Length: 9.3 in

Author: Son Duy Dao

Item Width: 6.1 in

Book Series: Springer Theses Ser.

Format: Trade Paperback

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