The Study of the Relationship Between Probabilistic Design and Axiomatic Design Methodology. Volume 1

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Publisher : Createspace Independent Publishing Platform
ISBN 13 : 9781723452802
Total Pages : 188 pages
Book Rating : 4.4/5 (528 download)

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Book Synopsis The Study of the Relationship Between Probabilistic Design and Axiomatic Design Methodology. Volume 1 by : National Aeronautics and Space Administration (NASA)

Download or read book The Study of the Relationship Between Probabilistic Design and Axiomatic Design Methodology. Volume 1 written by National Aeronautics and Space Administration (NASA) and published by Createspace Independent Publishing Platform. This book was released on 2018-07-23 with total page 188 pages. Available in PDF, EPUB and Kindle. Book excerpt: This program report is the final report covering all the work done on this project. The goal of this project is technology transfer of methodologies to improve design process. The specific objectives are: 1. To learn and understand the Probabilistic design analysis using NESSUS. 2. To assign Design Projects to either undergraduate or graduate students on the application of NESSUS. 3. To integrate the application of NESSUS into some selected senior level courses in Civil and Mechanical Engineering curricula. 4. To develop courseware in Probabilistic Design methodology to be included in a graduate level Design Methodology course. 5. To study the relationship between the Probabilistic design methodology and Axiomatic design methodology. Onwubiko, Chinyere and Onyebueke, Landon Glenn Research Center DESIGN ANALYSIS; MECHANICAL ENGINEERING; STRUCTURAL ENGINEERING; TECHNOLOGY TRANSFER; EDUCATION; STUDENTS...

Proceedings of the 6th International Conference on Axiomatic Design

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Publisher : Mary Kathryn Thompson
ISBN 13 : 8989693306
Total Pages : 221 pages
Book Rating : 4.9/5 (896 download)

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Book Synopsis Proceedings of the 6th International Conference on Axiomatic Design by :

Download or read book Proceedings of the 6th International Conference on Axiomatic Design written by and published by Mary Kathryn Thompson. This book was released on with total page 221 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Proceedings of the 15th International Conference on Axiomatic Design 2023

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Publisher : Springer Nature
ISBN 13 : 3031499204
Total Pages : 313 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Proceedings of the 15th International Conference on Axiomatic Design 2023 by : Erik Puik

Download or read book Proceedings of the 15th International Conference on Axiomatic Design 2023 written by Erik Puik and published by Springer Nature. This book was released on 2024-01-21 with total page 313 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book of carefully selected research papers captures the essence of systems engineering. It offers readers a comprehensive exploration in the most recent applications and advancements of Axiomatic Design, a powerful method that elevates the level of product design and manufacturing. Although Axiomatic Design originated at the Massachusetts Institute of Technology (MIT) in Boston, it has been further developed by an active community of users and academics from all over the world. For the 15th time, the International Conference on Axiomatic Design convened global experts to discuss the core of the methodology. Their shared objective was to advance systems engineering, catering to the increasing complexity of modern product design. From over 85 submissions, the program committee selected 20 papers to ensure quality and relevance. Our profound gratitude extends to the contributing authors, whose research and dedication have shaped this collection, and to the program committee members for their unwavering commitment to academic integrity. Through their combined efforts, this document stands as a testament to the innovative spirit and academic excellence synonymous with systems engineering as developed by MIT.

Axiomatic Design

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Publisher : Mit-Pappalardo Series in Mecha
ISBN 13 : 9780195134667
Total Pages : 503 pages
Book Rating : 4.1/5 (346 download)

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Book Synopsis Axiomatic Design by : Nam P. Suh

Download or read book Axiomatic Design written by Nam P. Suh and published by Mit-Pappalardo Series in Mecha. This book was released on 2001 with total page 503 pages. Available in PDF, EPUB and Kindle. Book excerpt: Design education, research, and practice have recently seen considerable evolution as university programs, researchers, journals, and conferences systematize design as a discipline and science. Nam P. Suh's book Axiomatic Design: Advances and Applications contributes to this systematic and scientific base and presents a fresh perspective on design, establishing a rational framework for the discipline. The book follows Suh's successful publication, The Principles of Design (OUP 1990), although the two books are substantially different in both content and approach. The first three chapters of Axiomatic Design cover the fundamental principles of axiomatic design. The following chapters offer a complete treatment of the design of systems, software, materials and materials processing, manufacturing systems, and product design. Suh shows how a scientific and systematic approach to design improves efficiency, productivity, savings, reliability, and quality for industries that currently rely on ad hoc design systems; Axiomatic Design contains the principles and practical knowledge necessary to achieve these improvements. Perfect for senior and graduate design and mechanical engineering students as well as professional engineers, this unique text offers the tools necessary to design with ease and elegance and serves as a stepping-stone in the ever-evolving intellectual science of design. Features · Applies the principles of axiomatic design to a variety of real-life situations including mechanism design, software engineering, and basic business processes · Includes numerous integrated case studies using axiomatic design to solve real-life design challenges · Draws material from consulting cases with industrial firms throughout the world · Requires no prerequisite reading (The Principles of Design can be read for clarification)

Axiomatic Quality

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Publisher : John Wiley & Sons
ISBN 13 : 0471714674
Total Pages : 370 pages
Book Rating : 4.4/5 (717 download)

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Book Synopsis Axiomatic Quality by : Basem El-Haik

Download or read book Axiomatic Quality written by Basem El-Haik and published by John Wiley & Sons. This book was released on 2005-05-06 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first book to integrate axiomatic design and robust design fora comprehensive quality approach As the adoption of quality methods grows across various industries,its implementation is challenged by situations where statisticaltools are inadequate, yet the earlier a proactive quality system isintroduced into a given process, the greater the payback thesemethods will yield. Axiomatic Quality brings together two well-established theories,axiomatic design and robust design, to eliminate or reduce bothconceptual and operational weaknesses. Providing a completeframework for immediate implementation, this book guides designteams in producing systems that operate at high-quality levels foreach of their design requirements. And it shows the way towardsachieving the Six-Sigma target--six times the standard deviationcontained between the target and each side of the specificationlimits--for each requirement. This book develops an aggressive axiomatic quality approachthat: * Provides the tools to reduce conceptual weaknesses of systemsusing a framework called the conceptual design for capability * Reduces operational weaknesses of systems in terms of qualitylosses and control costs * Uses mathematical relationships to bridge the gap betweenscience-based engineering and quality methods Acclaro DFSS Light, a Java-based software package that implementsaxiomatic design processes, is available for download from a Wileyftp site. Acclaro DFSS Light is a software product of AxiomaticDesign Solutions, Inc. Laying out a comprehensive approach while working through eachaspect of its implementation, Axiomatic Quality is an essentialresource for managers, engineers, and other professionals who wantto successfully deploy the most advanced methodology to tacklesystem weaknesses and improve quality.

The Probabilistic Method

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Publisher : John Wiley & Sons
ISBN 13 : 1119062071
Total Pages : 396 pages
Book Rating : 4.1/5 (19 download)

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Book Synopsis The Probabilistic Method by : Noga Alon

Download or read book The Probabilistic Method written by Noga Alon and published by John Wiley & Sons. This book was released on 2015-11-02 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: Praise for the Third Edition “Researchers of any kind of extremal combinatorics or theoretical computer science will welcome the new edition of this book.” - MAA Reviews Maintaining a standard of excellence that establishes The Probabilistic Method as the leading reference on probabilistic methods in combinatorics, the Fourth Edition continues to feature a clear writing style, illustrative examples, and illuminating exercises. The new edition includes numerous updates to reflect the most recent developments and advances in discrete mathematics and the connections to other areas in mathematics, theoretical computer science, and statistical physics. Emphasizing the methodology and techniques that enable problem-solving, The Probabilistic Method, Fourth Edition begins with a description of tools applied to probabilistic arguments, including basic techniques that use expectation and variance as well as the more advanced applications of martingales and correlation inequalities. The authors explore where probabilistic techniques have been applied successfully and also examine topical coverage such as discrepancy and random graphs, circuit complexity, computational geometry, and derandomization of randomized algorithms. Written by two well-known authorities in the field, the Fourth Edition features: Additional exercises throughout with hints and solutions to select problems in an appendix to help readers obtain a deeper understanding of the best methods and techniques New coverage on topics such as the Local Lemma, Six Standard Deviations result in Discrepancy Theory, Property B, and graph limits Updated sections to reflect major developments on the newest topics, discussions of the hypergraph container method, and many new references and improved results The Probabilistic Method, Fourth Edition is an ideal textbook for upper-undergraduate and graduate-level students majoring in mathematics, computer science, operations research, and statistics. The Fourth Edition is also an excellent reference for researchers and combinatorists who use probabilistic methods, discrete mathematics, and number theory. Noga Alon, PhD, is Baumritter Professor of Mathematics and Computer Science at Tel Aviv University. He is a member of the Israel National Academy of Sciences and Academia Europaea. A coeditor of the journal Random Structures and Algorithms, Dr. Alon is the recipient of the Polya Prize, The Gödel Prize, The Israel Prize, and the EMET Prize. Joel H. Spencer, PhD, is Professor of Mathematics and Computer Science at the Courant Institute of New York University. He is the cofounder and coeditor of the journal Random Structures and Algorithms and is a Sloane Foundation Fellow. Dr. Spencer has written more than 200 published articles and is the coauthor of Ramsey Theory, Second Edition, also published by Wiley.

Collected Papers. Volume VI

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Publisher : Infinite Study
ISBN 13 :
Total Pages : 1002 pages
Book Rating : 4./5 ( download)

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Book Synopsis Collected Papers. Volume VI by : Florentin Smarandache

Download or read book Collected Papers. Volume VI written by Florentin Smarandache and published by Infinite Study. This book was released on 2022-01-15 with total page 1002 pages. Available in PDF, EPUB and Kindle. Book excerpt: This sixth volume of Collected Papers includes 74 papers comprising 974 pages on (theoretic and applied) neutrosophics, written between 2015-2021 by the author alone or in collaboration with the following 121 co-authors from 19 countries: Mohamed Abdel-Basset, Abdel Nasser H. Zaied, Abduallah Gamal, Amir Abdullah, Firoz Ahmad, Nadeem Ahmad, Ahmad Yusuf Adhami, Ahmed Aboelfetouh, Ahmed Mostafa Khalil, Shariful Alam, W. Alharbi, Ali Hassan, Mumtaz Ali, Amira S. Ashour, Asmaa Atef, Assia Bakali, Ayoub Bahnasse, A. A. Azzam, Willem K.M. Brauers, Bui Cong Cuong, Fausto Cavallaro, Ahmet Çevik, Robby I. Chandra, Kalaivani Chandran, Victor Chang, Chang Su Kim, Jyotir Moy Chatterjee, Victor Christianto, Chunxin Bo, Mihaela Colhon, Shyamal Dalapati, Arindam Dey, Dunqian Cao, Fahad Alsharari, Faruk Karaaslan, Aleksandra Fedajev, Daniela Gîfu, Hina Gulzar, Haitham A. El-Ghareeb, Masooma Raza Hashmi, Hewayda El-Ghawalby, Hoang Viet Long, Le Hoang Son, F. Nirmala Irudayam, Branislav Ivanov, S. Jafari, Jeong Gon Lee, Milena Jevtić, Sudan Jha, Junhui Kim, Ilanthenral Kandasamy, W.B. Vasantha Kandasamy, Darjan Karabašević, Songül Karabatak, Abdullah Kargın, M. Karthika, Ieva Meidute-Kavaliauskiene, Madad Khan, Majid Khan, Manju Khari, Kifayat Ullah, K. Kishore, Kul Hur, Santanu Kumar Patro, Prem Kumar Singh, Raghvendra Kumar, Tapan Kumar Roy, Malayalan Lathamaheswari, Luu Quoc Dat, T. Madhumathi, Tahir Mahmood, Mladjan Maksimovic, Gunasekaran Manogaran, Nivetha Martin, M. Kasi Mayan, Mai Mohamed, Mohamed Talea, Muhammad Akram, Muhammad Gulistan, Raja Muhammad Hashim, Muhammad Riaz, Muhammad Saeed, Rana Muhammad Zulqarnain, Nada A. Nabeeh, Deivanayagampillai Nagarajan, Xenia Negrea, Nguyen Xuan Thao, Jagan M. Obbineni, Angelo de Oliveira, M. Parimala, Gabrijela Popovic, Ishaani Priyadarshini, Yaser Saber, Mehmet Șahin, Said Broumi, A. A. Salama, M. Saleh, Ganeshsree Selvachandran, Dönüș Șengür, Shio Gai Quek, Songtao Shao, Dragiša Stanujkić, Surapati Pramanik, Swathi Sundari Sundaramoorthy, Mirela Teodorescu, Selçuk Topal, Muhammed Turhan, Alptekin Ulutaș, Luige Vlădăreanu, Victor Vlădăreanu, Ştefan Vlăduţescu, Dan Valeriu Voinea, Volkan Duran, Navneet Yadav, Yanhui Guo, Naveed Yaqoob, Yongquan Zhou, Young Bae Jun, Xiaohong Zhang, Xiao Long Xin, Edmundas Kazimieras Zavadskas.

The Principles of Design

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Publisher : Oxford University Press on Demand
ISBN 13 : 9780195043457
Total Pages : 401 pages
Book Rating : 4.0/5 (434 download)

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Book Synopsis The Principles of Design by : Nam P. Suh

Download or read book The Principles of Design written by Nam P. Suh and published by Oxford University Press on Demand. This book was released on 1990 with total page 401 pages. Available in PDF, EPUB and Kindle. Book excerpt: Here is a basic introduction to the principles of industrial design and their application in all phases of planning and production. It is intended to offer experienced instruction, based on scientific knowledge, in place of the intuitive approach to the field often encountered in engineering practice and education. The book presents basic principles and constitutes an exposition of these fundamental axioms and their application. The emphasis is on identifying problems in a clear, scientific manner, so that the correct solution may be arrived at regardless of the mathematical treatment involved. In particular, the importance of conceptualizing design approaches--a uniquely human, intellectual skill--is highlighted, since too often educators and engineers try to limit this process to computer techniques. Case studies are extensively presented to illustrate the significance as well as the use of the axioms in solving real problems. The work is based on extensive experience at M.I.T's Laboratory for Manufacturing and Productivity, where axiomatics is a major program. The goal of the program is to bring a scientific approach to the decision-making process related to manufacturing--an approach that facilitates rational design of processes and products, as well as the optimization of manufacturing systems.

Analytic Methods for Design Practice

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Publisher : Springer Science & Business Media
ISBN 13 : 1846284732
Total Pages : 636 pages
Book Rating : 4.8/5 (462 download)

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Book Synopsis Analytic Methods for Design Practice by : Gyung-Jin Park

Download or read book Analytic Methods for Design Practice written by Gyung-Jin Park and published by Springer Science & Business Media. This book was released on 2007-05-31 with total page 636 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the world of modern engineering, rigorous and definite design methodologies are needed. However, many parts of engineering design are performed in either an ad-hoc manner or based on the intuition of the engineer. This is the first book to look at both stages of the design process – conceptual design and detailed design – and detail design methodologies for every step of the design process. Case studies show how practical design problems can be solved with analytic design methods. This book is an excellent introduction to the subject. The book’s practical focus will make the book useful to practicing engineers as a practical handbook of design.

Complexity

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Publisher : Oxford University Press, USA
ISBN 13 : 0195178769
Total Pages : 313 pages
Book Rating : 4.1/5 (951 download)

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Book Synopsis Complexity by : Nam P. Suh

Download or read book Complexity written by Nam P. Suh and published by Oxford University Press, USA. This book was released on 2005 with total page 313 pages. Available in PDF, EPUB and Kindle. Book excerpt: Suh (mechanical engineering, Massachusetts, Institute of Technology) offers a general theoretical framework that may be used to solve complexity problems in engineering, science, and even in certain nontechnical areas.

Axiomatic Design and Fabrication of Composite Structures

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Publisher : Oxford University Press
ISBN 13 : 0195178777
Total Pages : 724 pages
Book Rating : 4.1/5 (951 download)

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Book Synopsis Axiomatic Design and Fabrication of Composite Structures by : Dai Gil Lee

Download or read book Axiomatic Design and Fabrication of Composite Structures written by Dai Gil Lee and published by Oxford University Press. This book was released on 2006 with total page 724 pages. Available in PDF, EPUB and Kindle. Book excerpt: The idea that materials can be designed to satisfy specific performance requirements is relatively new. With high-performance composites, however, the entire process of designing and fabricating a part can be worked out before manufacturing. The purpose of this book is to present an integrated approach to the design and manufacturing of products from advanced composites. It shows how the basic behavior of composites and their constitutive relationships can be used during the design stage, which minimizes the complexity of manufacturing composite parts and reduces the repetitive "design-build-test" cycle. Designing it right the first time is going to determine the competitiveness of a company, the reliability of the part, the robustness of fabrication processes, and ultimately, the cost and development time of composite parts. Most of all, it should expand the use of advanced composite parts in fields that use composites only to a limited extent at this time. To achieve these goals, this book presents the design and fabrication of novel composite parts made for machine tools and other applications like robots and automobiles.This book is suitable as a textbook for graduate courses in the design and fabrication of composites. It will also be of interest to practicing engineers learning about composites and axiomatic design.A CD-ROM is included in every copy of the book, containing Axiomatic CLPT software. This program, developed by the authors, will assist readers in calculating material properties from the microstructure of the composite.This book is part of the Oxford Series on Advanced Manufacturing.

Neutrosophic Sets and Systems, vol. 20/2018

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Publisher : Infinite Study
ISBN 13 :
Total Pages : 133 pages
Book Rating : 4./5 ( download)

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Book Synopsis Neutrosophic Sets and Systems, vol. 20/2018 by : Florentin Smarandache

Download or read book Neutrosophic Sets and Systems, vol. 20/2018 written by Florentin Smarandache and published by Infinite Study. This book was released on with total page 133 pages. Available in PDF, EPUB and Kindle. Book excerpt: “Neutrosophic Sets and Systems” has been created for publications on advanced studies in neutrosophy, neutrosophic set, neutrosophic logic, neutrosophic probability, neutrosophic statistics that started in 1995 and their applications in any field, such as the neutrosophic structures developed in algebra, geometry, topology, etc.

Medical Device Design for Six Sigma

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Publisher : John Wiley & Sons
ISBN 13 : 1118210417
Total Pages : 556 pages
Book Rating : 4.1/5 (182 download)

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Book Synopsis Medical Device Design for Six Sigma by : Basem El-Haik

Download or read book Medical Device Design for Six Sigma written by Basem El-Haik and published by John Wiley & Sons. This book was released on 2011-09-20 with total page 556 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first comprehensive guide to the integration of Design for Six Sigma principles in the medical devices development cycle Medical Device Design for Six Sigma: A Road Map for Safety and Effectiveness presents the complete body of knowledge for Design for Six Sigma (DFSS), as outlined by American Society for Quality, and details how to integrate appropriate design methodologies up front in the design process. DFSS helps companies shorten lead times, cut development and manufacturing costs, lower total life-cycle cost, and improve the quality of the medical devices. Comprehensive and complete with real-world examples, this guide: Integrates concept and design methods such as Pugh Controlled Convergence approach, QFD methodology, parameter optimization techniques like Design of Experiment (DOE), Taguchi Robust Design method, Failure Mode and Effects Analysis (FMEA), Design for X, Multi-Level Hierarchical Design methodology, and Response Surface methodology Covers contemporary and emerging design methods, including Axiomatic Design Principles, Theory of Inventive Problem Solving (TRIZ), and Tolerance Design Provides a detailed, step-by-step implementation process for each DFSS tool included Covers the structural, organizational, and technical deployment of DFSS within the medical device industry Includes a DFSS case study describing the development of a new device Presents a global prospective of medical device regulations Providing both a road map and a toolbox, this is a hands-on reference for medical device product development practitioners, product/service development engineers and architects, DFSS and Six Sigma trainees and trainers, middle management, engineering team leaders, quality engineers and quality consultants, and graduate students in biomedical engineering.

Paper

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Publisher :
ISBN 13 :
Total Pages : 458 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Paper by :

Download or read book Paper written by and published by . This book was released on 1982 with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Patrick Suppes: Scientific Philosopher

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Publisher : Springer Science & Business Media
ISBN 13 : 9780792325529
Total Pages : 452 pages
Book Rating : 4.3/5 (255 download)

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Book Synopsis Patrick Suppes: Scientific Philosopher by : P. Humphreys

Download or read book Patrick Suppes: Scientific Philosopher written by P. Humphreys and published by Springer Science & Business Media. This book was released on 1994-09-30 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt: Patrick Suppes is a philosopher and scientist whose contributions range over probability and statistics, mathematical and experimental psychology, the foundations of physics, education theory, the philosophy of language, measurement theory, and the philosophy of science. He has also been a pioneer in the area of computer assisted instruction. In each of these areas, Suppes has provided seminal ideas that in some cases led to shaping the direction of research in the field. The papers contained in this collection were commissioned with the mandate of advancing research in their respective fields rather than retrospectively surveying the contributions that Suppes himself has made. The authors form an interesting mixture of researchers in both formal philosophy of science and science itself all of whom have been inspired by his ideas. To maintain the spirit of constructive dialogue that characterizes Suppes's intellectual style, he has written individual responses to each article. In Volume 1: Probability and Probabilistic Causality, nineteen distinguished philosophers and scientists focus their attention on probabilistic issues. In Part I the contributors explore axiomatic representations of probability theory including qualitative and interval valued probabilities as well as traditional point valued probabilities. Belief structures and the dynamics of belief are also treated in detail. In Part II the rapidly growing field of probabilistic causation is assessed from both formal and empirical viewpoints. For probability theorists, statisticians, economists, philosophers of science, psychologists and those interested in the foundations of mathematical social science. In Volume 2: Philosophy of Physics, Theory Structure, and Measurement Theory, fifteen distinguished philosophers and scientists cover a wide variety of topics. Part III covers issues in quantum theory, geometry, classical mechanics, and computational physics. Part IV explores Suppes's well known set-theoretic account of scientific theories which has served him well throughout his career. Suppes's contributions to measurement theory have been widely used in mathematical psychology and elsewhere, and this material is the subject of Part V. For physicists, logicians, workers in mathematical social sicence, and philosophers of science. In Volume 3: Philosophy of Language and Logic, Learning and Action Theory, fourteen distinguished philosophers and scientists explore issues in the philosophy of language, logic, and philosophical psychology. Suppes's suggestions that quantum theory requires a rethinking of classical logic form a particularly sharp account of that controversial thesis, and Part VI deals with this issue together with topics in the philosophy of language and logic, including relational grammars and anaphora. Part VII deals with issues in psychology, action theory, and robotics, while Part VIII concludes with a general survey of Suppes's views in the philosophy of science. A comprehensive chronological and topical bibliography of Suppes's writings is included in this volume. For philosophers of language, theoretical linguists, logicians, workers in mathematical social sciences, and philosophers of science.

Industry 4.0 for SMEs

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Publisher : Springer Nature
ISBN 13 : 3030254259
Total Pages : 435 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Industry 4.0 for SMEs by : Dominik T. Matt

Download or read book Industry 4.0 for SMEs written by Dominik T. Matt and published by Springer Nature. This book was released on 2020-01-03 with total page 435 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book explores the concept of Industry 4.0, which presents a considerable challenge for the production and service sectors. While digitization initiatives are usually integrated into the central corporate strategy of larger companies, smaller firms often have problems putting Industry 4.0 paradigms into practice. Small and medium-sized enterprises (SMEs) possess neither the human nor financial resources to systematically investigate the potential and risks of introducing Industry 4.0. Addressing this obstacle, the international team of authors focuses on the development of smart manufacturing concepts, logistics solutions and managerial models specifically for SMEs. Aiming to provide methodological frameworks and pilot solutions for SMEs during their digital transformation, this innovative and timely book will be of great use to scholars researching technology management, digitization and small business, as well as practitioners within manufacturing companies.

University of Michigan Official Publication

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Publisher : UM Libraries
ISBN 13 :
Total Pages : 164 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis University of Michigan Official Publication by : University of Michigan

Download or read book University of Michigan Official Publication written by University of Michigan and published by UM Libraries. This book was released on 1988 with total page 164 pages. Available in PDF, EPUB and Kindle. Book excerpt: Each number is the catalogue of a specific school or college of the University.