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Intelligent Production and Manufacturing Optimisation—The Bees Algorithm Approach

2022-11-19 Technology & Engineering
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Release : 2022-11-19
Genre : Technology & Engineering
Kind : eBook
Book Rating : 372/5 ( reviews)

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Book Synopsis Intelligent Production and Manufacturing Optimisation—The Bees Algorithm Approach by : Duc Truong Pham

Download or read book Intelligent Production and Manufacturing Optimisation—The Bees Algorithm Approach written by Duc Truong Pham. This book was released on 2022-11-19. Available in PDF, EPUB and Kindle. Book excerpt: This book is the first work dedicated to the Bees Algorithm. Following a gentle introduction to the main ideas underpinning the algorithm, the book presents recent results and developments relating to the algorithm and its application to optimisation problems in production and manufacturing. With the advent of the Fourth Industrial Revolution, production and manufacturing processes and systems have become more complex. To obtain the best performance from them requires efficient and effective optimisation techniques that do not depend on the availability of process or system models. Such models are usually either not obtainable or mathematically intractable due to the high degrees of nonlinearities and uncertainties in the processes and systems to be represented. The Bees Algorithm is a powerful swarm-based intelligent optimisation metaheuristic inspired by the foraging behaviour of honeybees. The algorithm is conceptually elegant and extremely easy to apply. All it needs to solve an optimisation problem is a means to evaluate the quality of potential solutions. This book demonstrates the simplicity, effectiveness and versatility of the algorithm and encourages its further adoption by engineers and researchers across the world to realise smart and sustainable manufacturing and production in the age of Industry 4.0 and beyond.

Intelligent Production and Manufacturing Optimisation-The Bees Algorithm Approach

2023
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Release : 2023
Genre :
Kind : eBook
Book Rating : 384/5 ( reviews)

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Book Synopsis Intelligent Production and Manufacturing Optimisation-The Bees Algorithm Approach by : Duc Truong Pham

Download or read book Intelligent Production and Manufacturing Optimisation-The Bees Algorithm Approach written by Duc Truong Pham. This book was released on 2023. Available in PDF, EPUB and Kindle. Book excerpt: This book is the first work dedicated to the Bees Algorithm. Following a gentle introduction to the main ideas underpinning the algorithm, the book presents recent results and developments relating to the algorithm and its application to optimisation problems in production and manufacturing. With the advent of the Fourth Industrial Revolution, production and manufacturing processes and systems have become more complex. To obtain the best performance from them requires efficient and effective optimisation techniques that do not depend on the availability of process or system models. Such models are usually either not obtainable or mathematically intractable due to the high degrees of nonlinearities and uncertainties in the processes and systems to be represented. The Bees Algorithm is a powerful swarm-based intelligent optimisation metaheuristic inspired by the foraging behaviour of honeybees. The algorithm is conceptually elegant and extremely easy to apply. All it needs to solve an optimisation problem is a means to evaluate the quality of potential solutions. This book demonstrates the simplicity, effectiveness and versatility of the algorithm and encourages its further adoption by engineers and researchers across the world to realise smart and sustainable manufacturing and production in the age of Industry 4.0 and beyond. .

Advances in Remanufacturing

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Genre :
Kind : eBook
Book Rating : 49X/5 ( reviews)

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Book Synopsis Advances in Remanufacturing by : Marcello Fera

Download or read book Advances in Remanufacturing written by Marcello Fera. This book was released on . Available in PDF, EPUB and Kindle. Book excerpt:

Configurable Intelligent Optimization Algorithm

2014-08-18 Computers
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Release : 2014-08-18
Genre : Computers
Kind : eBook
Book Rating : 408/5 ( reviews)

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Book Synopsis Configurable Intelligent Optimization Algorithm by : Fei Tao

Download or read book Configurable Intelligent Optimization Algorithm written by Fei Tao. This book was released on 2014-08-18. Available in PDF, EPUB and Kindle. Book excerpt: Presenting the concept and design and implementation of configurable intelligent optimization algorithms in manufacturing systems, this book provides a new configuration method to optimize manufacturing processes. It provides a comprehensive elaboration of basic intelligent optimization algorithms, and demonstrates how their improvement, hybridization and parallelization can be applied to manufacturing. Furthermore, various applications of these intelligent optimization algorithms are exemplified in detail, chapter by chapter. The intelligent optimization algorithm is not just a single algorithm; instead it is a general advanced optimization mechanism which is highly scalable with robustness and randomness. Therefore, this book demonstrates the flexibility of these algorithms, as well as their robustness and reusability in order to solve mass complicated problems in manufacturing. Since the genetic algorithm was presented decades ago, a large number of intelligent optimization algorithms and their improvements have been developed. However, little work has been done to extend their applications and verify their competence in solving complicated problems in manufacturing. This book will provide an invaluable resource to students, researchers, consultants and industry professionals interested in engineering optimization. It will also be particularly useful to three groups of readers: algorithm beginners, optimization engineers and senior algorithm designers. It offers a detailed description of intelligent optimization algorithms to algorithm beginners; recommends new configurable design methods for optimization engineers, and provides future trends and challenges of the new configuration mechanism to senior algorithm designers.

Intelligent Manufacturing and Mechatronics

2021-06-19 Technology & Engineering
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Release : 2021-06-19
Genre : Technology & Engineering
Kind : eBook
Book Rating : 660/5 ( reviews)

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Book Synopsis Intelligent Manufacturing and Mechatronics by : Muhammad Syahril Bahari

Download or read book Intelligent Manufacturing and Mechatronics written by Muhammad Syahril Bahari. This book was released on 2021-06-19. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the proceedings of SympoSIMM 2020, the 3rd edition of the Symposium on Intelligent Manufacturing and Mechatronics. Focusing on “Strengthening Innovations Towards Industry 4.0”, the book presents studies on the details of Industry 4.0’s current trends. Divided into five parts covering various areas of manufacturing engineering and mechatronics stream, namely, artificial intelligence, instrumentation and controls, intelligent manufacturing, modelling and simulation, and robotics, the book will be a valuable resource for readers wishing to embrace the new era of Industry 4.0.

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