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Modelling and Intelligent Optimisation of Production Scheduling in VCIM Systems, Son Duy Dao


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Цена: 13974.00р.
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Автор: Son Duy Dao
Название:  Modelling and Intelligent Optimisation of Production Scheduling in VCIM Systems
ISBN: 9783319891415
Издательство: Springer
Классификация:




ISBN-10: 3319891413
Обложка/Формат: Soft cover
Страницы: 147
Вес: 0.27 кг.
Дата издания: 2018
Серия: Springer Theses
Язык: English
Издание: Softcover reprint of
Иллюстрации: 11 illustrations, color; 6 illustrations, black and white; xvii, 147 p. 17 illus., 11 illus. in color.
Размер: 234 x 156 x 9
Читательская аудитория: Professional & vocational
Основная тема: Engineering
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: 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.
Дополнительное описание: 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: Co



Particle Swarm Optimisation: Classical and Quantum Perspectives

Автор: Jun Sun, Choi-Hong Lai, Xiao-Jun Wu
Название: Particle Swarm Optimisation: Classical and Quantum Perspectives
ISBN: 1439835764 ISBN-13(EAN): 9781439835760
Издательство: Taylor&Francis
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Цена: 27562.00 р.
Наличие на складе: Поставка под заказ.

Описание: Helping readers numerically solve optimization problems, this book focuses on the fundamental principles and applications of PSO and QPSO algorithms. The authors develop their novel QPSO algorithm, a PSO variant motivated from quantum mechanics, and show how to implement it in real-world applications, including inverse problems, digital filter d

Biologically-Inspired Optimisation Methods

Автор: Andrew Lewis; Sanaz Mostaghim; Marcus Randall
Название: Biologically-Inspired Optimisation Methods
ISBN: 3642101771 ISBN-13(EAN): 9783642101779
Издательство: Springer
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Цена: 26120.00 р.
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Описание: This book covers the latest theories, applications and techniques in Biologically-Inspired Optimisation Methods. Many chapters derive from studies presented at workshops and international conferences on e-Science, Grid Computing and Evolutionary computation.

Modelling and Intelligent Optimisation of Production Scheduling in VCIM Systems

Автор: Dao
Название: Modelling and Intelligent Optimisation of Production Scheduling in VCIM Systems
ISBN: 3319721127 ISBN-13(EAN): 9783319721125
Издательство: Springer
Рейтинг:
Цена: 13974.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: 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.

Intelligent Optimisation Techniques

Автор: Duc Pham; D. Karaboga
Название: Intelligent Optimisation Techniques
ISBN: 1447111869 ISBN-13(EAN): 9781447111863
Издательство: Springer
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Цена: 15372.00 р.
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Описание: This work gives a concise introduction to four important optimization techniques, presenting a range of applications drawn from electrical, manufacturing, mechanical, and systems engineering-such as the design of microstrip antennas, digital FIR filters, and fuzzy logic controllers.

Modelling and Optimisation of Laser Assisted Oxygen (LASOX) Cutting: A Soft Computing Based Approach

Автор: Sudipto Chaki; Sujit Ghosal
Название: Modelling and Optimisation of Laser Assisted Oxygen (LASOX) Cutting: A Soft Computing Based Approach
ISBN: 3030049027 ISBN-13(EAN): 9783030049027
Издательство: Springer
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Цена: 7685.00 р.
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Описание: This book presents the basics of the Laser Assisted Oxygen (LASOX) cutting process, its development, advantages and shortcomings, together with detailed information on the research work carried out to date regarding the modelling and optimization of the process. It introduces two integrated soft computing-based models consisting of Artificial Neural Networks (ANN-GA and ANN SA) for the modelling and optimization of LASOX cutting. It also includes an in-depth discussion on the basic working algorithms of soft computing tools such as Artificial Neural Networks, Genetic Algorithms, Simulated Annealing etc. The book not only provides an approach to optimizing LASOX by means of soft computing-based integrated models, but also illustrates the practical implementation of the proposed models.

Optimisation of Industrial Processes at Supervisory Level

Автор: Doris A. Saez; Aldo Cipriano; Andrzej W. Ordys
Название: Optimisation of Industrial Processes at Supervisory Level
ISBN: 1447110811 ISBN-13(EAN): 9781447110811
Издательство: Springer
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Цена: 15672.00 р.
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Описание: This monograph presents new methodologies to improve power plants` efficiency, by using automatic control algorithms. This will lead to an improvement in companies` profit and also in the quality of their final product. A trans-Atlantic combination of authors ensures an unusually wide range of perspectives.

Foraging-Inspired Optimisation Algorithms

Автор: Anthony Brabazon; Se?n McGarraghy
Название: Foraging-Inspired Optimisation Algorithms
ISBN: 331959155X ISBN-13(EAN): 9783319591551
Издательство: Springer
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Цена: 9781.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book is an introduction to relevant aspects of the foraging literature for algorithmic design, and an overview of key families of optimization algorithms that stem from a foraging metaphor. The authors first offer perspectives on foraging and foraging-inspired algorithms for optimization, they then explain the techniques inspired by the behaviors of vertebrates, invertebrates, and non-neuronal organisms, and they then discuss algorithms based on formal models of foraging, how to evolve a foraging strategy, and likely future developments.No prior knowledge of natural computing is assumed. This book will be of particular interest to graduate students, academics and practitioners in computer science, informatics, data science, management science, and other application domains.

Biologically-Inspired Optimisation Methods

Автор: Andrew Lewis; Sanaz Mostaghim; Marcus Randall
Название: Biologically-Inspired Optimisation Methods
ISBN: 3642012612 ISBN-13(EAN): 9783642012617
Издательство: Springer
Рейтинг:
Цена: 26122.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book covers the latest theories, applications and techniques in Biologically-Inspired Optimisation Methods. Many chapters derive from studies presented at workshops and international conferences on e-Science, Grid Computing and Evolutionary computation.

Nature-Inspired Algorithms for Optimisation

Автор: Raymond Chiong
Название: Nature-Inspired Algorithms for Optimisation
ISBN: 3642101305 ISBN-13(EAN): 9783642101304
Издательство: Springer
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Цена: 36570.00 р.
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Описание: Nature-inspired algorithms have become popular because many real-world optimization problems have become increasingly large, complex and dynamic. This book covers the latest algorithms and important studies for tackling various kinds of optimization problems.

Advanced Multiresponse Process Optimisation

Автор: Tatjana V. ?ibalija; Vidosav D. Majstorovi?
Название: Advanced Multiresponse Process Optimisation
ISBN: 331919254X ISBN-13(EAN): 9783319192543
Издательство: Springer
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Цена: 16979.00 р.
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Описание: In contrast to traditional approaches, the idea of this method is to provide a unique model for the optimization of various processes, without imposition of assumptions relating to the type of process, the type and number of process parameters and responses, or interdependences among them.

Multi-objective Evolutionary Optimisation for Product Design and Manufacturing

Автор: Lihui Wang; Amos H. C. Ng; Kalyanmoy Deb
Название: Multi-objective Evolutionary Optimisation for Product Design and Manufacturing
ISBN: 1447160711 ISBN-13(EAN): 9781447160717
Издательство: Springer
Рейтинг:
Цена: 28732.00 р.
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Описание: This book presents state-of-the-art research in multi-objective evolutionary optimisation for integrated product design and manufacturing. It details innovative methodologies, algorithms and systems in the area of modelling, simulation and optimisation.

Foraging-Inspired Optimisation Algorithms

Автор: Anthony Brabazon; Se?n McGarraghy
Название: Foraging-Inspired Optimisation Algorithms
ISBN: 3030096408 ISBN-13(EAN): 9783030096403
Издательство: Springer
Рейтинг:
Цена: 6986.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book is an introduction to relevant aspects of the foraging literature for algorithmic design, and an overview of key families of optimization algorithms that stem from a foraging metaphor. The authors first offer perspectives on foraging and foraging-inspired algorithms for optimization, they then explain the techniques inspired by the behaviors of vertebrates, invertebrates, and non-neuronal organisms, and they then discuss algorithms based on formal models of foraging, how to evolve a foraging strategy, and likely future developments.No prior knowledge of natural computing is assumed. This book will be of particular interest to graduate students, academics and practitioners in computer science, informatics, data science, management science, and other application domains.


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