Fuzzy Measurement of Sustainability

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Publisher :
ISBN 13 : 9781606920527
Total Pages : 183 pages
Book Rating : 4.9/5 (25 download)

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Book Synopsis Fuzzy Measurement of Sustainability by : Yannis A. Phillis

Download or read book Fuzzy Measurement of Sustainability written by Yannis A. Phillis and published by . This book was released on 2009-01-01 with total page 183 pages. Available in PDF, EPUB and Kindle. Book excerpt: People from many disciplines talk about sustainable development (SD) without having a concrete definition or idea of what it is. Politicians and decision-makers, biologists and environmentalists, engineers and scientists, philosophers and sociologists often mean different things when they mention SD. To take an extreme example, a neoclassical economist might define SD as continual economic growth without regard to the environmental situation, whereas at the other end of the spectrum, a deep ecologist might define it as the preservation and restoration of the ecosystem, ignoring the effect on the economy completely. It has become clear throughout the last few decades leading up to the time this book was written that our society is facing environmental problems of global magnitude such as species extinction, population explosion, global warming, water shortages, exhaustion of fisheries, and deforestation, among others, which have economic and social repercussions. Many people doubt that the world we shall bequeath to our descendants will be all healthy, supportive, and beautiful as the one we inherited from our parents. The fundamental questions then of the SD discussion are: Can we continue our present course without destroying part or most of our environment and society? And if we have to change course (which is currently the consensus opinion) how we do it? This book addresses one of the most fundamental questions of SD: How do we define and measure in the mathematical sense sustainability? In effect it summarises our research in this field for the last 15 years. The mathematical model which we use to evaluate sustainability serves both as a definition and as a measuring scheme. This is done with the help of fuzzy logic, which is well suited to perform reasoning in fields where concrete mathematical models do not exist and concepts such as sustainability are multifaceted and often subjective. Fuzzy reasoning, in some respects, emulates human thinking and relies on expert opinion and knowledge as well as subjective evaluations. This multistage model is developed step-by-step, in the end providing sustainability assessments of various aspects of a society on a scale from zero to one, such as the environmental or societal situation of a country. All nations of the world for which reliable data exist are then ranked according to their sustainability as measured by the model. A sensitivity analysis reveals the most important components of sustainability for each country. The book is intended for undergraduate students, graduate students, and practitioners working in the field of sustainability. It is based on a course Yannis Phillis has taught at the University of California at Los Angeles (UCLA) and the Technical University of Crete (TUC) at the senior/graduate level. The mathematical knowledge needed to follow the book is minimal and is all contained in the text. Computational guidance is provided for those who would like to write their own model.

Methods for Decision Making in an Uncertain Environment

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Publisher : World Scientific
ISBN 13 : 9814415774
Total Pages : 471 pages
Book Rating : 4.8/5 (144 download)

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Book Synopsis Methods for Decision Making in an Uncertain Environment by : Jaime Gil Aluja

Download or read book Methods for Decision Making in an Uncertain Environment written by Jaime Gil Aluja and published by World Scientific. This book was released on 2012 with total page 471 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains a selection of the papers presented at the XVII SIGEF Congress. It presents fuzzy logic, neural networks and other intelligent techniques applied to economic and business problems. This book is very useful for researchers and graduate students aiming to introduce themselves to the field of quantitative techniques for overcoming uncertain environments. The contributors are experienced scholars of different countries who offer real world applications of these mathematical techniques.

Multicriteria Evaluation in a Fuzzy Environment

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Publisher : Springer Science & Business Media
ISBN 13 : 364249997X
Total Pages : 263 pages
Book Rating : 4.6/5 (424 download)

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Book Synopsis Multicriteria Evaluation in a Fuzzy Environment by : Giuseppe Munda

Download or read book Multicriteria Evaluation in a Fuzzy Environment written by Giuseppe Munda and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 263 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is the result of some years of research carried out at the Vrije Universiteit of Amsterdam and at the Joint Research Centre of the European Commission. The awareness of actual and potential conflicts between economic progress in production, consumption, and technology and the environment has led to the concept of "sustainable development", implying that economic and ecological values are well balanced in evaluation and decision making. The linkages between ecosystems and economic systems are the focus of ecological economics. In ecological economics, a multidimensional approach to economic and policy-making is emphasised. In this book, the introduction of multicriteria decision aid techniques in the framework of ecological economics is widely discussed. Since such techniques are based on a "constructive" rationality and allow one to take into account conflictual, multidimensional, incommensurable and uncertain effects of decisions, they can be considered perfectly consistent with the methodological foundations of ecological economics. Since here the assumption is accepted that efficiency, equity and sustainability are the three conflictual values of economics, a mathematical procedure able to deal with these issues in an operational framework is developed, with a particular view on imprecise information in a practical environmental planning context. Given the problem of the differences in the measurement levels of the variables used for economic-ecological modelling, multicriteria methods able to deal with mixed information (both qualitative and quantitative measurements) can be considered particularly useful. Another problem related to the available information concerns the uncertainty (stochastic and/or fuzzy) contained in this information.

Computing, Communication and Signal Processing

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Publisher : Springer
ISBN 13 : 9789811315121
Total Pages : 1041 pages
Book Rating : 4.3/5 (151 download)

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Book Synopsis Computing, Communication and Signal Processing by : Brijesh Iyer

Download or read book Computing, Communication and Signal Processing written by Brijesh Iyer and published by Springer. This book was released on 2018-09-14 with total page 1041 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book highlights cutting-edge research on various aspects of human–computer interaction (HCI). It includes selected research papers presented at the Third International Conference on Computing, Communication and Signal Processing (ICCASP 2018), organized by Dr. Babasaheb Ambedkar Technological University in Lonere-Raigad, India on January 26–27, 2018. It covers pioneering topics in the field of computer, electrical, and electronics engineering, e.g. signal and image processing, RF and microwave engineering, and emerging technologies such as IoT, cloud computing, HCI, and green computing. As such, the book offers a valuable guide for all scientists, engineers and research students in the areas of engineering and technology.

Leadership for a Better World

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Publisher : John Wiley & Sons
ISBN 13 : 1119207592
Total Pages : 336 pages
Book Rating : 4.1/5 (192 download)

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Book Synopsis Leadership for a Better World by : NCLP (National Clearinghouse for Leadership Programs)

Download or read book Leadership for a Better World written by NCLP (National Clearinghouse for Leadership Programs) and published by John Wiley & Sons. This book was released on 2016-11-14 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: The essential guide to the theory and application of the Social Change Model Leadership for a Better World provides an approachable introduction to the Social Change Model of Leadership Development (SCM), giving students a real-world context through which to explore the seven C's of leadership for social change as well as a approaches to socially responsible leadership. From individual, group, and community values through the mechanisms of societal change itself, this book provides fundamental coverage of this increasingly vital topic. Action items, reflection, and discussion questions throughout encourage students to think about how these concepts apply in their own lives. The Facilitator's Guide includes a wealth of activities, assignments, discussions, and supplementary resources to enrich the learning experience whether in class or in the co-curriculum. This new second edition includes student self-assessment rubrics for each element of the model and new discussion on the critical roles of leadership self-efficacy, social perspective, and social justice perspectives. Content is enriched with research on how this approach to leadership is developed, and two new chapters situate the model in a broader understanding of leadership and in applications of the model. The Social Change Model is the most widely-used leadership model for college students, and has shaped college leadership curricula at schools throughout the U.S. and other countries including a translation in Chinese and Japanese. This book provides a comprehensive exploration of the model, with a practical, relevant approach to real-world issues. Explore the many facets of social change and leadership Navigate group dynamics surrounding controversy, collaboration, and purpose Discover the meaning of citizenship and your commitment to the greater good Become an agent of change through one of the many routes to a common goal The SCM is backed by 15 years of research, and continues to be informed by ongoing investigation into the interventions and environments that create positive leadership development outcomes. Leadership for a Better World provides a thorough, well-rounded tour of the Social Change Model, with guidance on application to real-world issues. Please note that The Social Change Model: Facilitating Leadership Development (978-1-119-24243-7) is intended to be used as a Facilitator's Guide to Leadership for a Better World, 2nd Edition in seminars, workshops, and college classrooms. You'll find that, while each book can be used on its own, the content in both is also designed for use together. A link to the home page of The Social Change Model can be found below under Related Titles.

Sustainability Assessment

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Publisher : Routledge
ISBN 13 : 0415598486
Total Pages : 298 pages
Book Rating : 4.4/5 (155 download)

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Book Synopsis Sustainability Assessment by : Alan James Bond

Download or read book Sustainability Assessment written by Alan James Bond and published by Routledge. This book was released on 2013 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: Currently the writing on the subject is limited and comprises, for the most part, guidance documents and completed assessments.

Sustainable Supply Chain Management

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Publisher : Springer Science & Business Media
ISBN 13 : 3642120237
Total Pages : 291 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Sustainable Supply Chain Management by : Balkan Cetinkaya

Download or read book Sustainable Supply Chain Management written by Balkan Cetinkaya and published by Springer Science & Business Media. This book was released on 2011-01-27 with total page 291 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on the need to develop sustainable supply chains - economically, environmentally and socially. This book is not about a wish list of impractical choices, but the reality of decisions faced by all those involved in supply chain management today. Our definition of sustainable supply chains is not restricted to so-called "green" supply chains, but recognises that in order to be truly sustainable, supply chains must operate within a realistic financial structure, as well as contribute value to our society. Supply chains are not sustainable unless they are realistically funded and valued. Thus, a real definition of sustainable supply chain management must take account of all relevant economic, social and environmental issues. This book contains examples from a wide range of real-life case studies, and synthesizes the learnings from these many different situations to provide the fundamental building blocks at the centre of successful logistics and supply chain management.

Proceedings of the 8th International Conference on Sciences of Electronics, Technologies of Information and Telecommunications (SETIT’18), Vol.1

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Publisher : Springer
ISBN 13 : 3030210057
Total Pages : 507 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Proceedings of the 8th International Conference on Sciences of Electronics, Technologies of Information and Telecommunications (SETIT’18), Vol.1 by : Med Salim Bouhlel

Download or read book Proceedings of the 8th International Conference on Sciences of Electronics, Technologies of Information and Telecommunications (SETIT’18), Vol.1 written by Med Salim Bouhlel and published by Springer. This book was released on 2019-07-10 with total page 507 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume book presents an unusually diverse selection of research papers, covering all major topics in the fields of information and communication technologies and related sciences. It provides a wide-angle snapshot of current themes in information and power engineering, pursuing a cross-disciplinary approach to do so. The book gathers revised contributions that were presented at the 2018 International Conference: Sciences of Electronics, Technologies of Information and Telecommunication (SETIT'18), held on 20–22 December 2018 in Hammamet, Tunisia. This eighth installment of the event attracted a wealth of submissions, and the papers presented here were selected by a committee of experts and underwent additional, painstaking revision. Topics covered include: · Information Processing · Human-Machine Interaction · Computer Science · Telecommunications and Networks · Signal Processing · Electronics · Image and Video This broad-scoped approach is becoming increasingly popular in scientific publishing. Its aim is to encourage scholars and professionals to overcome disciplinary barriers, as demanded by current trends in the industry and in the consumer market, which are rapidly leading toward a convergence of data-driven applications, computation, telecommunication, and energy awareness. Given its coverage, the book will benefit graduate students, researchers and practitioners who need to keep up with the latest technological advances.

Intuitionistic Fuzzy Sets

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Publisher : Physica
ISBN 13 : 3790818704
Total Pages : 336 pages
Book Rating : 4.7/5 (98 download)

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Book Synopsis Intuitionistic Fuzzy Sets by : Krassimir T. Atanassov

Download or read book Intuitionistic Fuzzy Sets written by Krassimir T. Atanassov and published by Physica. This book was released on 2013-03-20 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the beginning of 1983, I came across A. Kaufmann's book "Introduction to the theory of fuzzy sets" (Academic Press, New York, 1975). This was my first acquaintance with the fuzzy set theory. Then I tried to introduce a new component (which determines the degree of non-membership) in the definition of these sets and to study the properties of the new objects so defined. I defined ordinary operations as "n", "U", "+" and "." over the new sets, but I had began to look more seriously at them since April 1983, when I defined operators analogous to the modal operators of "necessity" and "possibility". The late George Gargov (7 April 1947 - 9 November 1996) is the "god father" of the sets I introduced - in fact, he has invented the name "intu itionistic fuzzy", motivated by the fact that the law of the excluded middle does not hold for them. Presently, intuitionistic fuzzy sets are an object of intensive research by scholars and scientists from over ten countries. This book is the first attempt for a more comprehensive and complete report on the intuitionistic fuzzy set theory and its more relevant applications in a variety of diverse fields. In this sense, it has also a referential character.

Measuring Sustainability of Tourism Development

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Publisher : LAP Lambert Academic Publishing
ISBN 13 : 9783659677946
Total Pages : 208 pages
Book Rating : 4.6/5 (779 download)

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Book Synopsis Measuring Sustainability of Tourism Development by : Nenad Stojanovic

Download or read book Measuring Sustainability of Tourism Development written by Nenad Stojanovic and published by LAP Lambert Academic Publishing. This book was released on 2015-02-05 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: Planning the development of tourism in the protected area requires a series of analyzes that are used for in the economic, political, cultural, technological and ecological environment of the area are rating the impact of tourism activities on the biodiversity of the protected areas. Changes taking place particularly important for the management, in order to maintain the quality of the touristic offer. Changes that occur in the environment must be registered, understood and accepted as a basis for making management decisions. According to many authors, Jovicic [29], Popescu [53], Graeme[17], Eagles [14], the comparative indicators can be a good starting point for determination of the degree of development sustainability of tourism.The elaborated method of measuring the intensity of sustainable tourism development provides the ability to diminish the imprecision, vagueness and ambiguities that accompany the measurement of comparative indicators when the measurement results are shown in fuzzy sets and for assessing the sustainability of tourism development the theory of fuzzy logic is use

Quantifying Sustainability of Forest Management Using Fuzzy Logic

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Publisher : LAP Lambert Academic Publishing
ISBN 13 : 9783659226731
Total Pages : 140 pages
Book Rating : 4.2/5 (267 download)

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Book Synopsis Quantifying Sustainability of Forest Management Using Fuzzy Logic by : Jeganathan Chockalingam

Download or read book Quantifying Sustainability of Forest Management Using Fuzzy Logic written by Jeganathan Chockalingam and published by LAP Lambert Academic Publishing. This book was released on 2012 with total page 140 pages. Available in PDF, EPUB and Kindle. Book excerpt: Forest plays a multi-dimensional role in maintaining many global processes. Therefore, it's sustainable management is crucial for long term survival of human beings. The measurement of sustainability is tricky and complex. Such measurement benefits forest management unit to attain a certification label which will authenticate the products coming from such units to the global wood market. This certification procedure involves hierarchical evaluation of many parameters which are defined in a vague manner using crisp verbal conditions. Currently Multi-Criteria Decision Making approaches like Ranking, Rating and Anlaytical Hierarchical Process (AHP) are generally used for evaluation. However, these approaches are numerical in nature and hence poses a compensation problem for an ecologist as in the nature the environmental interactions are very fuzzy. Also the current methods do not have provision to incorporate expert knowledge, attitude and confidence. This book addresses all these issues and provides solution using Fuzzy AHP, Cognitive Mapping and Fuzzy Logic, with examples. This book can also be used as a text book for master degree courses in Forestry, Ecology & RSGIS.

Handbook of Research on Novel Practices and Current Successes in Achieving the Sustainable Development Goals

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Publisher : IGI Global
ISBN 13 : 1799884287
Total Pages : 461 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Handbook of Research on Novel Practices and Current Successes in Achieving the Sustainable Development Goals by : Popescu, Cristina Raluca Gh.

Download or read book Handbook of Research on Novel Practices and Current Successes in Achieving the Sustainable Development Goals written by Popescu, Cristina Raluca Gh. and published by IGI Global. This book was released on 2021-06-25 with total page 461 pages. Available in PDF, EPUB and Kindle. Book excerpt: The realm of sustainable development focuses on the ability to meet the demands of the present, while not compromising the demands of the future. The knowledge of balancing sustainable development goals with high performance is essential. Even more essential is sharing the practices and accomplishments within sustainable development so that it may be spread throughout many organizations and societal functions. The Handbook of Research on Novel Practices and Current Successes in Achieving the Sustainable Development Goals provides valuable insights, challenges, and practices to highlight the key determinants in achieving the Sustainable Development Goals. This book presents a complex and thorough theoretical infrastructure concerning the Sustainable Development Goals, challenges and practices, as well as an important set of empirical results that will make a tremendous contribution to the analysis of the key determinants specific to the Sustainable Development Goals. Covering topics such as alternative consumption models, non-profit organizations, and sustainable communities, this is an essential text for academicians, scientists, researchers, students, PhD scholars, post-doctoral students, specialists, practitioners, governmental institutions, and policymakers worldwide.

Multiple Criteria Decision Analysis

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Publisher : Springer
ISBN 13 : 149393094X
Total Pages : 1356 pages
Book Rating : 4.4/5 (939 download)

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Book Synopsis Multiple Criteria Decision Analysis by : Salvatore Greco

Download or read book Multiple Criteria Decision Analysis written by Salvatore Greco and published by Springer. This book was released on 2016-02-18 with total page 1356 pages. Available in PDF, EPUB and Kindle. Book excerpt: In two volumes, this new edition presents the state of the art in Multiple Criteria Decision Analysis (MCDA). Reflecting the explosive growth in the field seen during the last several years, the editors not only present surveys of the foundations of MCDA, but look as well at many new areas and new applications. Individual chapter authors are among the most prestigious names in MCDA research, and combined their chapters bring the field completely up to date. Part I of the book considers the history and current state of MCDA, with surveys that cover the early history of MCDA and an overview that discusses the “pre-theoretical” assumptions of MCDA. Part II then presents the foundations of MCDA, with individual chapters that provide a very exhaustive review of preference modeling, along with a chapter devoted to the axiomatic basis of the different models that multiple criteria preferences. Part III looks at outranking methods, with three chapters that consider the ELECTRE methods, PROMETHEE methods, and a look at the rich literature of other outranking methods. Part IV, on Multiattribute Utility and Value Theories (MAUT), presents chapters on the fundamentals of this approach, the very well known UTA methods, the Analytic Hierarchy Process (AHP) and its more recent extension, the Analytic Network Process (ANP), as well as a chapter on MACBETH (Measuring Attractiveness by a Categorical Based Evaluation Technique). Part V looks at Non-Classical MCDA Approaches, with chapters on risk and uncertainty in MCDA, the decision rule approach to MCDA, the fuzzy integral approach, the verbal decision methods, and a tentative assessment of the role of fuzzy sets in decision analysis. Part VI, on Multiobjective Optimization, contains chapters on recent developments of vector and set optimization, the state of the art in continuous multiobjective programming, multiobjective combinatorial optimization, fuzzy multicriteria optimization, a review of the field of goal programming, interactive methods for solving multiobjective optimization problems, and relationships between MCDA and evolutionary multiobjective optimization (EMO). Part VII, on Applications, selects some of the most significant areas, including contributions of MCDA in finance, energy planning problems, telecommunication network planning and design, sustainable development, and portfolio analysis. Finally, Part VIII, on MCDM software, presents well known MCDA software packages.

Statistical Methods for Fuzzy Data

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Publisher : John Wiley & Sons
ISBN 13 : 0470974567
Total Pages : 199 pages
Book Rating : 4.4/5 (79 download)

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Book Synopsis Statistical Methods for Fuzzy Data by : Reinhard Viertl

Download or read book Statistical Methods for Fuzzy Data written by Reinhard Viertl and published by John Wiley & Sons. This book was released on 2011-01-25 with total page 199 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistical data are not always precise numbers, or vectors, or categories. Real data are frequently what is called fuzzy. Examples where this fuzziness is obvious are quality of life data, environmental, biological, medical, sociological and economics data. Also the results of measurements can be best described by using fuzzy numbers and fuzzy vectors respectively. Statistical analysis methods have to be adapted for the analysis of fuzzy data. In this book, the foundations of the description of fuzzy data are explained, including methods on how to obtain the characterizing function of fuzzy measurement results. Furthermore, statistical methods are then generalized to the analysis of fuzzy data and fuzzy a-priori information. Key Features: Provides basic methods for the mathematical description of fuzzy data, as well as statistical methods that can be used to analyze fuzzy data. Describes methods of increasing importance with applications in areas such as environmental statistics and social science. Complements the theory with exercises and solutions and is illustrated throughout with diagrams and examples. Explores areas such quantitative description of data uncertainty and mathematical description of fuzzy data. This work is aimed at statisticians working with fuzzy logic, engineering statisticians, finance researchers, and environmental statisticians. It is written for readers who are familiar with elementary stochastic models and basic statistical methods.

Sustainable Practices: Concepts, Methodologies, Tools, and Applications

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Publisher : IGI Global
ISBN 13 : 1466648538
Total Pages : 1798 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Sustainable Practices: Concepts, Methodologies, Tools, and Applications by : Management Association, Information Resources

Download or read book Sustainable Practices: Concepts, Methodologies, Tools, and Applications written by Management Association, Information Resources and published by IGI Global. This book was released on 2013-12-31 with total page 1798 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This reference explores some of the most recent developments in sustainability, delving into topics beyond environmental science to cover issues of sustainable economic, political, and social development"--Provided by publisher.

Sustainability in Industry 4.0

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Publisher : CRC Press
ISBN 13 : 100045441X
Total Pages : 257 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Sustainability in Industry 4.0 by : Shwetank Avikal

Download or read book Sustainability in Industry 4.0 written by Shwetank Avikal and published by CRC Press. This book was released on 2021-09-30 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: A large and growing number of manufacturers are realizing the substantial financial and environmental benefits of sustainable business practices. To develop more sustainable societies, industries need to better understand how to respond to environmental, economic, and social challenges and transform industrial behavior. The objective of this book is to provide the required knowledge and accelerate the transition towards a sustainable industrial system. The book will help industries to enhance operational efficiency by reducing costs and waste. It will help them increase customer response, reach new customers, and gain competitive advantage. It offers innovation, scenario planning, and strategic analysis that goes beyond compliance, as well as case studies and remedies to the industry 4.0 challenges. Professionals, as well as students, can refer to this book to add to their knowledge on Industry 4.0 and develop new ideas and solutions to the existing and future problems.

Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation

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Author :
Publisher : Springer Nature
ISBN 13 : 3030855775
Total Pages : 899 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation by : Cengiz Kahraman

Download or read book Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation written by Cengiz Kahraman and published by Springer Nature. This book was released on 2021-08-23 with total page 899 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents recent research in intelligent and fuzzy techniques. Emerging conditions such as pandemic, wars, natural disasters and various high technologies force people for significant changes in business and social life. The adoption of digital technologies to transform services or businesses, through replacing non-digital or manual processes with digital processes or replacing older digital technology with newer digital technologies through intelligent systems is the main scope of this book. It focuses on revealing the reflection of digital transformation in our business and social life under emerging conditions through intelligent and fuzzy systems. The latest intelligent and fuzzy methods and techniques on digital transformation are introduced by theory and applications. The intended readers are intelligent and fuzzy systems researchers, lecturers, M.Sc. and Ph.D. students studying digital transformation. Usage of ordinary fuzzy sets and their extensions, heuristics and metaheuristics from optimization to machine learning, from quality management to risk management makes the book an excellent source for researchers.