Intelligent Production And Manufacturing Optimisation The Bees Algorithm Approach

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Intelligent Production and Manufacturing Optimisation—The Bees Algorithm Approach

Author : Duc Truong Pham
Publisher : Springer Nature
ISBN 13 : 3031145372
Total Pages : 397 pages
Book Rating : 4.0/5 (311 download)

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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 and published by Springer Nature. This book was released on 2022-11-19 with total page 397 pages. 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

Author : Duc Truong Pham
Publisher :
ISBN 13 : 9783031145384
Total Pages : 0 pages
Book Rating : 4.1/5 (453 download)

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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 and published by . This book was released on 2023 with total page 0 pages. 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

Author : Marcello Fera
Publisher : Springer Nature
ISBN 13 : 303152649X
Total Pages : 549 pages
Book Rating : 4.0/5 (315 download)

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Book Synopsis Advances in Remanufacturing by : Marcello Fera

Download or read book Advances in Remanufacturing written by Marcello Fera and published by Springer Nature. This book was released on with total page 549 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Intelligent Engineering Optimisation with the Bees Algorithm

Author : D T Pham
Publisher : Springer
ISBN 13 : 9783031649356
Total Pages : 0 pages
Book Rating : 4.6/5 (493 download)

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Book Synopsis Intelligent Engineering Optimisation with the Bees Algorithm by : D T Pham

Download or read book Intelligent Engineering Optimisation with the Bees Algorithm written by D T Pham and published by Springer. This book was released on 2024-09-28 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents new and advanced results and developments related to the Bees Algorithm, along with its application to a wide range of engineering problems. Modern complex processes and systems are difficult to optimise using conventional mathematical tools as they require models that often cannot be obtained with accuracy or certainty. Optimising such systems demands efficient, model-free optimisation tools. The Bees Algorithm, a swarm-based technique inspired by the foraging behaviour of honeybees, is an ideal tool for tackling challenging optimisation problems. 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. While the covered applications belong to diverse engineering fields, this book’s focus is on advanced manufacturing and industrial engineering. The book comprises two parts. The first part explores different enhancements made to the original Bees Algorithm to improve its performance. The second part delves into the algorithm's applications in design, manufacturing, production, ergonomics, logistics, transportation, and electrical and electronic engineering. By showcasing the variety of optimisation tasks successfully handled using the Bees Algorithm, the book aims to inspire and motivate engineers and researchers worldwide to adopt the algorithm as a powerful and versatile tool for conquering complex engineering problems in the Industry 4.0 era and beyond.

Configurable Intelligent Optimization Algorithm

Author : Fei Tao
Publisher : Springer
ISBN 13 : 3319088408
Total Pages : 361 pages
Book Rating : 4.3/5 (19 download)

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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 and published by Springer. This book was released on 2014-08-18 with total page 361 pages. 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

Author : Muhammad Syahril Bahari
Publisher : Springer Nature
ISBN 13 : 9811608660
Total Pages : 1332 pages
Book Rating : 4.8/5 (116 download)

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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 and published by Springer Nature. This book was released on 2021-06-19 with total page 1332 pages. 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.

Handbook of Research on Artificial Intelligence Techniques and Algorithms

Author : Vasant, Pandian
Publisher : IGI Global
ISBN 13 : 1466672595
Total Pages : 873 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Handbook of Research on Artificial Intelligence Techniques and Algorithms by : Vasant, Pandian

Download or read book Handbook of Research on Artificial Intelligence Techniques and Algorithms written by Vasant, Pandian and published by IGI Global. This book was released on 2014-11-30 with total page 873 pages. Available in PDF, EPUB and Kindle. Book excerpt: For decades, optimization methods such as Fuzzy Logic, Artificial Neural Networks, Firefly, Simulated annealing, and Tabu search, have been capable of handling and tackling a wide range of real-world application problems in society and nature. Analysts have turned to these problem-solving techniques in the event during natural disasters and chaotic systems research. The Handbook of Research on Artificial Intelligence Techniques and Algorithms highlights the cutting edge developments in this promising research area. This premier reference work applies Meta-heuristics Optimization (MO) Techniques to real world problems in a variety of fields including business, logistics, computer science, engineering, and government. This work is particularly relevant to researchers, scientists, decision-makers, managers, and practitioners.

Handbook of Research on New Investigations in Artificial Life, AI, and Machine Learning

Author : Habib, Maki K.
Publisher : IGI Global
ISBN 13 : 1799886875
Total Pages : 589 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Handbook of Research on New Investigations in Artificial Life, AI, and Machine Learning by : Habib, Maki K.

Download or read book Handbook of Research on New Investigations in Artificial Life, AI, and Machine Learning written by Habib, Maki K. and published by IGI Global. This book was released on 2022-02-25 with total page 589 pages. Available in PDF, EPUB and Kindle. Book excerpt: As technology spreads globally, researchers and scientists continue to develop and study the strategy behind creating artificial life. This research field is ever expanding, and it is essential to stay current in the contemporary trends in artificial life, artificial intelligence, and machine learning. This an important topic for researchers and scientists in the field as well as industry leaders who may adapt this technology. The Handbook of Research on New Investigations in Artificial Life, AI, and Machine Learning provides concepts, theories, systems, technologies, and procedures that exhibit properties, phenomena, or abilities of any living system or human. This major reference work includes the most up-to-date research on techniques and technologies supporting AI and machine learning. Covering topics such as behavior classification, quality control, and smart medical devices, it serves as an essential resource for graduate students, academicians, stakeholders, practitioners, and researchers and scientists studying artificial life, cognition, AI, biological inspiration, machine learning, and more.

Swarm Intelligence

Author : Felix Chan
Publisher : BoD – Books on Demand
ISBN 13 : 3902613092
Total Pages : 550 pages
Book Rating : 4.9/5 (26 download)

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Book Synopsis Swarm Intelligence by : Felix Chan

Download or read book Swarm Intelligence written by Felix Chan and published by BoD – Books on Demand. This book was released on 2007-12-01 with total page 550 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the era globalisation the emerging technologies are governing engineering industries to a multifaceted state. The escalating complexity has demanded researchers to find the possible ways of easing the solution of the problems. This has motivated the researchers to grasp ideas from the nature and implant it in the engineering sciences. This way of thinking led to emergence of many biologically inspired algorithms that have proven to be efficient in handling the computationally complex problems with competence such as Genetic Algorithm (GA), Ant Colony Optimization (ACO), Particle Swarm Optimization (PSO), etc. Motivated by the capability of the biologically inspired algorithms the present book on "Swarm Intelligence: Focus on Ant and Particle Swarm Optimization" aims to present recent developments and applications concerning optimization with swarm intelligence techniques. The papers selected for this book comprise a cross-section of topics that reflect a variety of perspectives and disciplinary backgrounds. In addition to the introduction of new concepts of swarm intelligence, this book also presented some selected representative case studies covering power plant maintenance scheduling; geotechnical engineering; design and machining tolerances; layout problems; manufacturing process plan; job-shop scheduling; structural design; environmental dispatching problems; wireless communication; water distribution systems; multi-plant supply chain; fault diagnosis of airplane engines; and process scheduling. I believe these 27 chapters presented in this book adequately reflect these topics.

Intelligent Production Machines and Systems - 2nd I*PROMS Virtual International Conference 3-14 July 2006

Author : Duc T. Pham
Publisher : Elsevier
ISBN 13 : 0080556345
Total Pages : 688 pages
Book Rating : 4.0/5 (85 download)

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Book Synopsis Intelligent Production Machines and Systems - 2nd I*PROMS Virtual International Conference 3-14 July 2006 by : Duc T. Pham

Download or read book Intelligent Production Machines and Systems - 2nd I*PROMS Virtual International Conference 3-14 July 2006 written by Duc T. Pham and published by Elsevier. This book was released on 2011-07-28 with total page 688 pages. Available in PDF, EPUB and Kindle. Book excerpt: I*PROMS 2005 is an online web-based conference. It provides a platform for presenting, discussing, and disseminating research results contributed by scientists and industrial practitioners active in the area of intelligent systems and soft computing techniques (such as fuzzy logic, neural networks, evolutionary algorithms, and knowledge-based systems) and their application in different areas of manufacturing. Comprised of 100 peer-reviewed articles, this important resource provides tools to help enterprises achieve goals critical to the future of manufacturing. I*PROMS is an European Union-funded network that involves 30 partner organizations and more than 130 researchers from universities, research organizations, and corporations. * State-of-the-art research results * Leading European researchers and industrial practitioners * Comprehensive collection of indexed and peer-reviewed articles in book format supported by a user-friendly full-text CD-ROM with search functionality

Handbook of Research on Advanced Computational Techniques for Simulation-Based Engineering

Author : Samui, Pijush
Publisher : IGI Global
ISBN 13 : 1466694807
Total Pages : 617 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Handbook of Research on Advanced Computational Techniques for Simulation-Based Engineering by : Samui, Pijush

Download or read book Handbook of Research on Advanced Computational Techniques for Simulation-Based Engineering written by Samui, Pijush and published by IGI Global. This book was released on 2015-11-30 with total page 617 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recent developments in information processing systems have driven the advancement of computational methods in the engineering realm. New models and simulations enable better solutions for problem-solving and overall process improvement. The Handbook of Research on Advanced Computational Techniques for Simulation-Based Engineering is an authoritative reference work representing the latest scholarly research on the application of computational models to improve the quality of engineering design. Featuring extensive coverage on a range of topics from various engineering disciplines, including, but not limited to, soft computing methods, comparative studies, and hybrid approaches, this book is a comprehensive reference source for students, professional engineers, and researchers interested in the application of computational methods for engineering design.

Formal Methods in Manufacturing Systems: Recent Advances

Author : Li, Zhiwu
Publisher : IGI Global
ISBN 13 : 1466640359
Total Pages : 531 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Formal Methods in Manufacturing Systems: Recent Advances by : Li, Zhiwu

Download or read book Formal Methods in Manufacturing Systems: Recent Advances written by Li, Zhiwu and published by IGI Global. This book was released on 2013-05-31 with total page 531 pages. Available in PDF, EPUB and Kindle. Book excerpt: Evolving technologies in mass production have led to the development of advanced techniques in the field of manufacturing. These technologies can quickly and effectively respond to various market changes, necessitating processes that focus on small batches of multiple products rather than large, single-product lines. Formal Methods in Manufacturing Systems: Recent Advances explores this shifting paradigm through an investigation of contemporary manufacturing techniques and formal methodologies that strive to solve a variety of issues arising from a market environment that increasingly favors flexible systems over traditional ones. This book will be of particular use to industrial engineers and students of the field who require a detailed understanding of current trends and developments in manufacturing tools. This book is part of the Advances in Civil and Industrial Engineering series collection.

Optimizing Engineering Problems through Heuristic Techniques

Author : Kaushik Kumar
Publisher : CRC Press
ISBN 13 : 1351049577
Total Pages : 138 pages
Book Rating : 4.3/5 (51 download)

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Book Synopsis Optimizing Engineering Problems through Heuristic Techniques by : Kaushik Kumar

Download or read book Optimizing Engineering Problems through Heuristic Techniques written by Kaushik Kumar and published by CRC Press. This book was released on 2019-12-06 with total page 138 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book will cover heuristic optimization techniques and applications in engineering problems. The book will be divided into three sections that will provide coverage of the techniques, which can be employed by engineers, researchers, and manufacturing industries, to improve their productivity with the sole motive of socio-economic development. This will be the first book in the category of heuristic techniques with relevance to engineering problems and achieving optimal solutions. Features Explains the concept of optimization and the relevance of using heuristic techniques for optimal solutions in engineering problems Illustrates the various heuristics techniques Describes evolutionary heuristic techniques like genetic algorithm and particle swarm optimization Contains natural based techniques like ant colony optimization, bee algorithm, firefly optimization, and cuckoo search Offers sample problems and their optimization, using various heuristic techniques

Technological Innovation for Collective Awareness Systems

Author : Luis M. Camarinha-Matos
Publisher : Springer
ISBN 13 : 3642547346
Total Pages : 614 pages
Book Rating : 4.6/5 (425 download)

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Book Synopsis Technological Innovation for Collective Awareness Systems by : Luis M. Camarinha-Matos

Download or read book Technological Innovation for Collective Awareness Systems written by Luis M. Camarinha-Matos and published by Springer. This book was released on 2014-04-02 with total page 614 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 5th IFIP WG 5.5/SOCOLNET Doctoral Conference on Computing, Electrical and Industrial Systems, DoCEIS 2014, held in Costa de Caparica, Portugal, in April 2014. The 68 revised full papers were carefully reviewed and selected from numerous submissions. They cover a wide spectrum of topics ranging from collaborative enterprise networks to microelectronics. The papers are organized in the following topical sections: collaborative networks; computational systems; self-organizing manufacturing systems; monitoring and supervision systems; advances in manufacturing; human-computer interfaces; robotics and mechatronics, Petri nets; multi-energy systems; monitoring and control in energy; modelling and simulation in energy; optimization issues in energy; operation issues in energy; power conversion; telecommunications; electronics: design; electronics: RF applications; and electronics: devices.

Enabling Industry 4.0 through Advances in Mechatronics

Author : Ismail Mohd. Khairuddin
Publisher : Springer Nature
ISBN 13 : 9811920958
Total Pages : 569 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Enabling Industry 4.0 through Advances in Mechatronics by : Ismail Mohd. Khairuddin

Download or read book Enabling Industry 4.0 through Advances in Mechatronics written by Ismail Mohd. Khairuddin and published by Springer Nature. This book was released on 2022-05-14 with total page 569 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents part of the iM3F 2021 proceedings from the mechatronics track. It highlights key challenges and recent trends in mechatronics engineering and technology that are non-trivial in the age of Industry 4.0. It discusses traditional as well as modern solutions that are employed in the multitude spectra of mechatronics-based applications. The readers are expected to gain an insightful view on the current trends, issues, mitigating factors as well as solutions from this book.

Intelligence Optimization for Green Scheduling in Manufacturing Systems

Author : Chao Lu
Publisher : Springer Nature
ISBN 13 : 9819969875
Total Pages : 258 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Intelligence Optimization for Green Scheduling in Manufacturing Systems by : Chao Lu

Download or read book Intelligence Optimization for Green Scheduling in Manufacturing Systems written by Chao Lu and published by Springer Nature. This book was released on 2023-12-19 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book investigates in detail production scheduling technology in different kinds of shop environment to achieve sustainability manufacturing. Studies on shop scheduling have attracted engineers and scientists from various disciplines, such as electrical, mechanical, automation, computer, and industrial engineering. Pursuing a holistic approach, the book establishes a fundamental framework for this topic, while emphasizing the importance of intelligent optimization and the significant influence of production scheduling in the manufacturing systems. The book is intended for undergraduate and graduate students who are interested in intelligent optimization technology, shop scheduling, and green manufacturing systems or other scheduling applications.

Advances in Visual Informatics

Author : Halimah Badioze Zaman
Publisher : Springer
ISBN 13 : 3319029584
Total Pages : 818 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Advances in Visual Informatics by : Halimah Badioze Zaman

Download or read book Advances in Visual Informatics written by Halimah Badioze Zaman and published by Springer. This book was released on 2013-10-12 with total page 818 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Third International Conference on Advances in Visual Informatics, IVIC 2013, held in Selangor, Malaysia, in November 2013. The four keynotes and 69 papers presented were carefully reviewed and selected from various submissions. The papers focus on four tracks: computer visions and engineering; computer graphics and simulation; virtual and augmented reality; and visualization and social computing.