Advanced Multiresponse Process Optimisation

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Advanced Multiresponse Process Optimisation

Author : Tatjana V. Šibalija
Publisher : Springer
ISBN 13 : 3319192558
Total Pages : 309 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Advanced Multiresponse Process Optimisation by : Tatjana V. Šibalija

Download or read book Advanced Multiresponse Process Optimisation written by Tatjana V. Šibalija and published by Springer. This book was released on 2015-07-25 with total page 309 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents an intelligent, integrated, problem-independent method for multiresponse process optimization. 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. The presented method for experimental design of processes with multiple correlated responses is composed of three modules: an expert system that selects the experimental plan based on the orthogonal arrays; the factor effects approach, which performs processing of experimental data based on Taguchi’s quality loss function and multivariate statistical methods; and process modeling and optimization based on artificial neural networks and metaheuristic optimization algorithms. The implementation is demonstrated using four case studies relating to high-tech industries and advanced, non-conventional processes.

Efficient Optimization of the Multi-Response Problem in the Taguchi Method Through Advanced Data Envelopment Analysis (DEA) Formulations Integration

Download Efficient Optimization of the Multi-Response Problem in the Taguchi Method Through Advanced Data Envelopment Analysis (DEA) Formulations Integration PDF Online Free

Author : Stelios K. Georgantzinos
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (14 download)

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Book Synopsis Efficient Optimization of the Multi-Response Problem in the Taguchi Method Through Advanced Data Envelopment Analysis (DEA) Formulations Integration by : Stelios K. Georgantzinos

Download or read book Efficient Optimization of the Multi-Response Problem in the Taguchi Method Through Advanced Data Envelopment Analysis (DEA) Formulations Integration written by Stelios K. Georgantzinos and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This research presents a novel approach for effectively addressing the multi-response problem in the Taguchi Method, a pervasive issue in the production process and productivity index improvement efforts. We achieved this by integrating the Taguchi Method with DEA, transforming experimental trials into Decision Making Units (DMUs) and response variables into inputs and outputs. Subsequently, advanced DEA formulations, like simultaneous DEA and super-efficiency models, were employed to compute the relative and cross efficiencies of the DMUs, leading to a specific combination of multiple control factors at different levels. This method preserves the benefits of the Taguchi Design of Experiments (DoE) while providing an optimal solution for improving multiple quality responses. The Addictive Model for Factor Effects confirmed that our proposed combination delivers superior improvement results when compared to empirical and previous studies' solutions, while also reducing computational effort. The study's findings offer significant implications for advanced manufacturing practices, especially those requiring multi-response optimization.

Modeling and Optimization of Advanced Manufacturing Processes

Author : Sumit Bhowmik
Publisher : Springer
ISBN 13 : 3030000362
Total Pages : 75 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Modeling and Optimization of Advanced Manufacturing Processes by : Sumit Bhowmik

Download or read book Modeling and Optimization of Advanced Manufacturing Processes written by Sumit Bhowmik and published by Springer. This book was released on 2018-09-01 with total page 75 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers various multiple-criteria decision making (mcdm) methods for modeling and optimization of advanced manufacturing processes (AMPs). Processes such as non-conventional machining, rapid prototyping, environmentally conscious machining and hybrid machining are finally put together in a single book. It highlights the research advances and discusses the published literature of the last 15 years in the field. Case studies of real life manufacturing situations are also discussed.

Advanced Modeling and Optimization of Manufacturing Processes

Author : R. Venkata Rao
Publisher : Springer Science & Business Media
ISBN 13 : 0857290150
Total Pages : 388 pages
Book Rating : 4.8/5 (572 download)

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Book Synopsis Advanced Modeling and Optimization of Manufacturing Processes by : R. Venkata Rao

Download or read book Advanced Modeling and Optimization of Manufacturing Processes written by R. Venkata Rao and published by Springer Science & Business Media. This book was released on 2010-12-01 with total page 388 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advanced Modeling and Optimization of Manufacturing Processes presents a comprehensive review of the latest international research and development trends in the modeling and optimization of manufacturing processes, with a focus on machining. It uses examples of various manufacturing processes to demonstrate advanced modeling and optimization techniques. Both basic and advanced concepts are presented for various manufacturing processes, mathematical models, traditional and non-traditional optimization techniques, and real case studies. The results of the application of the proposed methods are also covered and the book highlights the most useful modeling and optimization strategies for achieving best process performance. In addition to covering the advanced modeling, optimization and environmental aspects of machining processes, Advanced Modeling and Optimization of Manufacturing Processes also covers the latest technological advances, including rapid prototyping and tooling, micromachining, and nano-finishing. Advanced Modeling and Optimization of Manufacturing Processes is written for designers and manufacturing engineers who are responsible for the technical aspects of product realization, as it presents new models and optimization techniques to make their work easier, more efficient, and more effective. It is also a useful text for practitioners, researchers, and advanced students in mechanical, industrial, and manufacturing engineering.

Machine Learning and Metaheuristics Algorithms, and Applications

Author : Sabu M. Thampi
Publisher : Springer Nature
ISBN 13 : 9811543011
Total Pages : 265 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Machine Learning and Metaheuristics Algorithms, and Applications by : Sabu M. Thampi

Download or read book Machine Learning and Metaheuristics Algorithms, and Applications written by Sabu M. Thampi and published by Springer Nature. This book was released on 2020-04-04 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the First Symposium on Machine Learning and Metaheuristics Algorithms, and Applications, held in Trivandrum, India, in December 2019. The 17 full papers and 6 short papers presented in this volume were thoroughly reviewed and selected from 53 qualified submissions. The papers cover such topics as machine learning, artificial intelligence, Internet of Things, modeling and simulation, disctibuted computing methodologies, computer graphics, etc.

Nature-Inspired Optimization in Advanced Manufacturing Processes and Systems

Author : Ganesh M. Kakandikar
Publisher : CRC Press
ISBN 13 : 1000258467
Total Pages : 257 pages
Book Rating : 4.0/5 (2 download)

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Book Synopsis Nature-Inspired Optimization in Advanced Manufacturing Processes and Systems by : Ganesh M. Kakandikar

Download or read book Nature-Inspired Optimization in Advanced Manufacturing Processes and Systems written by Ganesh M. Kakandikar and published by CRC Press. This book was released on 2020-12-15 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nature-Inspired Optimization in Advanced Manufacturing Processes and Systems Subject Guide: Engineering—Industrial and Manufacturing The manufacturing system is going through substantial changes and developments in light of Industry 4.0. Newer manufacturing technologies are being developed and applied. There is a need to optimize these techniques when applied in different circumstances with respect to materials, tools, product configurations, and process parameters. This book covers computational intelligence applied to manufacturing. It discusses nature-inspired optimization of processes and the design and development in manufacturing systems. It explores all manufacturing processes, at both macro and micro levels, and offers manufacturing philosophies. Nonconventional manufacturing, real industry problems and case studies, research on generative processes, and relevance of all this to Industry 4.0, is also included. Researchers, students, academicians, and industry professionals will find this reference title very useful.

Advanced Engineering Optimization Through Intelligent Techniques

Author : R. Venkata Rao
Publisher : Springer
ISBN 13 : 9811381968
Total Pages : 861 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Advanced Engineering Optimization Through Intelligent Techniques by : R. Venkata Rao

Download or read book Advanced Engineering Optimization Through Intelligent Techniques written by R. Venkata Rao and published by Springer. This book was released on 2019-07-09 with total page 861 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book comprises select peer-reviewed papers presented at the International Conference on Advanced Engineering Optimization Through Intelligent Techniques (AEOTIT) 2018. The book combines contributions from academics and industry professionals, and covers advanced optimization techniques across all major engineering disciplines like mechanical, manufacturing, civil, automobile, electrical, chemical, computer and electronics engineering. Different optimization techniques and algorithms such as genetic algorithm (GA), differential evolution (DE), simulated annealing (SA), particle swarm optimization (PSO), artificial bee colony (ABC) algorithm, artificial immune algorithm (AIA), teaching-learning-based optimization (TLBO) algorithm and many other latest meta-heuristic techniques and their applications are discussed. This book will serve as a valuable reference for students, researchers and practitioners and help them in solving a wide range of optimization problems.

Proceedings of CECNet 2021

Author : A.J. Tallón-Ballesteros
Publisher : IOS Press
ISBN 13 : 1643682415
Total Pages : 788 pages
Book Rating : 4.6/5 (436 download)

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Book Synopsis Proceedings of CECNet 2021 by : A.J. Tallón-Ballesteros

Download or read book Proceedings of CECNet 2021 written by A.J. Tallón-Ballesteros and published by IOS Press. This book was released on 2022-01-19 with total page 788 pages. Available in PDF, EPUB and Kindle. Book excerpt: It is almost impossible to imagine life today without the electronics, communications and networks we have all come to take for granted. The 6G network is currently under development and some chips able to operate at the Terahertz (THz) scale have already been introduced, so the next decade will probably see the consolidation of 6G-based technology, as well as many compliant devices. This book presents the proceedings of the 11th International Conference on Electronics, Communications and Networks (CECNet 2021), initially planned to be held from 18-21 November 2021 in Beijing, China, but ultimately held as an online event due to ongoing COVID-19 restrictions. The CECNet series is now an established annual event attracting participants in the interrelated fields of electronics, computers, communications and wireless communications engineering and technology from around the world. Careful review by program committee members, who took into consideration the breadth and depth of those research topics that fall within the scope of CECNet, resulted in the selection of the 88 papers presented here from the 325 submissions received. This represents an acceptance rate of around 27%. Providing an overview of current research and developments in these rapidly evolving fields, the book will be of interest to all those working with digital communications networks.

Response Surface Methodology

Author : Raymond H. Myers
Publisher : John Wiley & Sons
ISBN 13 : 1118916034
Total Pages : 854 pages
Book Rating : 4.1/5 (189 download)

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Book Synopsis Response Surface Methodology by : Raymond H. Myers

Download or read book Response Surface Methodology written by Raymond H. Myers and published by John Wiley & Sons. This book was released on 2016-01-04 with total page 854 pages. Available in PDF, EPUB and Kindle. Book excerpt: Praise for the Third Edition: “This new third edition has been substantially rewritten and updated with new topics and material, new examples and exercises, and to more fully illustrate modern applications of RSM.” - Zentralblatt Math Featuring a substantial revision, the Fourth Edition of Response Surface Methodology: Process and Product Optimization Using Designed Experiments presents updated coverage on the underlying theory and applications of response surface methodology (RSM). Providing the assumptions and conditions necessary to successfully apply RSM in modern applications, the new edition covers classical and modern response surface designs in order to present a clear connection between the designs and analyses in RSM. With multiple revised sections with new topics and expanded coverage, Response Surface Methodology: Process and Product Optimization Using Designed Experiments, Fourth Edition includes: Many updates on topics such as optimal designs, optimization techniques, robust parameter design, methods for design evaluation, computer-generated designs, multiple response optimization, and non-normal responses Additional coverage on topics such as experiments with computer models, definitive screening designs, and data measured with error Expanded integration of examples and experiments, which present up-to-date software applications, such as JMP®, SAS, and Design-Expert®, throughout An extensive references section to help readers stay up-to-date with leading research in the field of RSM An ideal textbook for upper-undergraduate and graduate-level courses in statistics, engineering, and chemical/physical sciences, Response Surface Methodology: Process and Product Optimization Using Designed Experiments, Fourth Edition is also a useful reference for applied statisticians and engineers in disciplines such as quality, process, and chemistry.

Socio-Inspired Optimization Methods for Advanced Manufacturing Processes

Author : Apoorva Shastri
Publisher : Springer Nature
ISBN 13 : 9811577978
Total Pages : 134 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Socio-Inspired Optimization Methods for Advanced Manufacturing Processes by : Apoorva Shastri

Download or read book Socio-Inspired Optimization Methods for Advanced Manufacturing Processes written by Apoorva Shastri and published by Springer Nature. This book was released on 2020-08-11 with total page 134 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses comprehensively the advanced manufacturing processes, including illustrative examples of the processes, mathematical modeling, and the need to optimize associated parameter problems. In addition, it describes in detail the cohort intelligence methodology and its variants along with illustrations, to help readers gain a better understanding of the framework. The theoretical and statistical rigor is validated by comparing the solutions with evolutionary algorithms, simulation annealing, response surface methodology, the firefly algorithm, and experimental work. Lastly, the book critically reviews several socio-inspired optimization methods.

Advanced Engineering Optimization Through Intelligent Techniques

Author : Ravipudi Venkata Rao
Publisher : Springer Nature
ISBN 13 : 9811992851
Total Pages : 710 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Advanced Engineering Optimization Through Intelligent Techniques by : Ravipudi Venkata Rao

Download or read book Advanced Engineering Optimization Through Intelligent Techniques written by Ravipudi Venkata Rao and published by Springer Nature. This book was released on 2023-04-07 with total page 710 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book comprises peer-reviewed papers presented at the International Conference on Advanced Engineering Optimization Through Intelligent Techniques (AEOTIT) 2022. The book combines contributions from academics and industry professionals and covers advanced optimization techniques across all major engineering disciplines like mechanical, manufacturing, civil, automobile, electrical, chemical, computer, and electronics engineering. The book discusses different optimization techniques and algorithms such as genetic algorithm, non-dominated sorting genetic algorithm-II, and III, differential search, particle swarm optimization, fruit fly algorithm, cuckoo search, teaching–learning-based optimization algorithm, grey wolf optimization, Jaya algorithm, Rao algorithms, and many other latest meta-heuristic techniques and their applications. Various multi-attribute decision-making methods such as AHP, TOPSIS, ELECTRE, PROMETHEE, DEMATEL, R-method, fuzzy logic, and their applications are also discussed. This book serves as a valuable reference for students, researchers, and practitioners and helps them in solving a wide range of optimization problems.

Optimization of Dual and Multiple Response Processes

Author : Shu-Kai Simon Fan
Publisher :
ISBN 13 :
Total Pages : 324 pages
Book Rating : 4.:/5 (363 download)

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Book Synopsis Optimization of Dual and Multiple Response Processes by : Shu-Kai Simon Fan

Download or read book Optimization of Dual and Multiple Response Processes written by Shu-Kai Simon Fan and published by . This book was released on 1996 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Process Optimization

Author : Enrique del Castillo
Publisher : Springer Science & Business Media
ISBN 13 : 0387714359
Total Pages : 462 pages
Book Rating : 4.3/5 (877 download)

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Book Synopsis Process Optimization by : Enrique del Castillo

Download or read book Process Optimization written by Enrique del Castillo and published by Springer Science & Business Media. This book was released on 2007-09-14 with total page 462 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers several bases at once. It is useful as a textbook for a second course in experimental optimization techniques for industrial production processes. In addition, it is a superb reference volume for use by professors and graduate students in Industrial Engineering and Statistics departments. It will also be of huge interest to applied statisticians, process engineers, and quality engineers working in the electronics and biotech manufacturing industries. In all, it provides an in-depth presentation of the statistical issues that arise in optimization problems, including confidence regions on the optimal settings of a process, stopping rules in experimental optimization, and more.

Analysis for Optimal Decisions

Author : Derek W. Bunn
Publisher : John Wiley & Sons
ISBN 13 :
Total Pages : 296 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Analysis for Optimal Decisions by : Derek W. Bunn

Download or read book Analysis for Optimal Decisions written by Derek W. Bunn and published by John Wiley & Sons. This book was released on 1982 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: Good,No Highlights,No Markup,all pages are intact, Slight Shelfwear,may have the corners slightly dented, may have slight color changes/slightly damaged spine.

Numerical Modelling and Optimization in Advanced Manufacturing Processes

Author : Chander Prakash
Publisher : Springer Nature
ISBN 13 : 3031043014
Total Pages : 171 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Numerical Modelling and Optimization in Advanced Manufacturing Processes by : Chander Prakash

Download or read book Numerical Modelling and Optimization in Advanced Manufacturing Processes written by Chander Prakash and published by Springer Nature. This book was released on 2022-05-26 with total page 171 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents different numerical modeling and nature-inspired optimization methods in advanced manufacturing processes for understanding the process characteristics. Particular emphasis is devoted to applications in non-conventional machining, nano-finishing, precision casting, porous biofabrication, three-dimensional printing, and micro-/nanoscale modeling. The book includes practical implications of empirical, analytical, and numerical models for predicting the vital output responses. Especial attention is given to finite element methods (FEMs) for understanding the design of novel highly complex engineering products, their performances, and behaviors under simulated processing conditions.

Nature-Inspired Optimization in Advanced Manufacturing Processes and Systems

Author : Ganesh M. Kakandikar
Publisher : CRC Press
ISBN 13 : 1000258386
Total Pages : 279 pages
Book Rating : 4.0/5 (2 download)

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Book Synopsis Nature-Inspired Optimization in Advanced Manufacturing Processes and Systems by : Ganesh M. Kakandikar

Download or read book Nature-Inspired Optimization in Advanced Manufacturing Processes and Systems written by Ganesh M. Kakandikar and published by CRC Press. This book was released on 2020-12-08 with total page 279 pages. Available in PDF, EPUB and Kindle. Book excerpt: The manufacturing system is going through substantial changes and developments in light of Industry 4.0. Newer manufacturing technologies are being developed and applied. There is a need to optimize these techniques when applied in different circumstances with respect to materials, tools, product configurations, and process parameters. This book covers computational intelligence applied to manufacturing. It discusses nature-inspired optimization of processes and their design and development in manufacturing systems. It explores all manufacturing processes, at both macro and micro levels, and offers manufacturing philosophies. Nonconventional manufacturing, real industry problems and case studies, research on generative processes, and relevance of all this to Industry 4.0 is also included. Researchers, students, academicians, and industry professionals will find this reference title very useful.

Jaya: An Advanced Optimization Algorithm and its Engineering Applications

Author : Ravipudi Venkata Rao
Publisher : Springer
ISBN 13 : 3319789228
Total Pages : 334 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis Jaya: An Advanced Optimization Algorithm and its Engineering Applications by : Ravipudi Venkata Rao

Download or read book Jaya: An Advanced Optimization Algorithm and its Engineering Applications written by Ravipudi Venkata Rao and published by Springer. This book was released on 2018-06-09 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces readers to the “Jaya” algorithm, an advanced optimization technique that can be applied to many physical and engineering systems. It describes the algorithm, discusses its differences with other advanced optimization techniques, and examines the applications of versions of the algorithm in mechanical, thermal, manufacturing, electrical, computer, civil and structural engineering. In real complex optimization problems, the number of parameters to be optimized can be very large and their influence on the goal function can be very complicated and nonlinear in character. Such problems cannot be solved using classical methods and advanced optimization methods need to be applied. The Jaya algorithm is an algorithm-specific parameter-less algorithm that builds on other advanced optimization techniques. The application of Jaya in several engineering disciplines is critically assessed and its success compared with other complex optimization techniques such as Genetic Algorithms (GA), Particle Swarm Optimization (PSO), Differential Evolution (DE), Artificial Bee Colony (ABC), and other recently developed algorithms.