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Soft Computing in Humanities and Social Sciences (Hardcover, 2012): Rudolf Seising, Veronica Sanz Gonzalez Soft Computing in Humanities and Social Sciences (Hardcover, 2012)
Rudolf Seising, Veronica Sanz Gonzalez
R5,252 Discovery Miles 52 520 Ships in 18 - 22 working days

The field of Soft Computing in Humanities and Social Sciences is at a turning point. The strong distinction between "science" and "humanities" has been criticized from many fronts and, at the same time, an increasing cooperation between the so-called "hard sciences" and "soft sciences" is taking place in a wide range of scientific projects dealing with very complex and interdisciplinary topics. In the last fifteen years the area of Soft Computing has also experienced a gradual rapprochement to disciplines in the Humanities and Social Sciences, and also in the field of Medicine, Biology and even the Arts, a phenomenon that did not occur much in the previous years. The collection of this book presents a generous sampling of the new and burgeoning field of Soft Computing in Humanities and Social Sciences, bringing together a wide array of authors and subject matters from different disciplines. Some of the contributors of the book belong to the scientific and technical areas of Soft Computing while others come from various fields in the humanities and social sciences such as Philosophy, History, Sociology or Economics. Rudolf Seising received a Ph.D. degree in philosophy of science and a postdoctoral lecture qualification (PD) in history of science from the Ludwig Maximilians University of Munich. He is an Adjoint Researcher at the European Centre for Soft Computing in Mieres (Asturias), Spain. Veronica Sanz earned a Ph.D. in Philosophy at the University Complutense of Madrid (Spain). At the moment she is a Postdoctoral Researcher at the Science, Technology and Society Center in the University of California at Berkeley. Veronica Sanz earned a Ph.D. in Philosophy at the University Complutense of Madrid (Spain). At the moment she is a Postdoctoral Researcher at the Science, Technology and Society Center in the University of California at Berkeley.

On Fuzziness - A Homage to Lotfi A. Zadeh - Volume 2 (Hardcover, 2013 ed.): Rudolf Seising, Enric Trillas, Claudio Moraga,... On Fuzziness - A Homage to Lotfi A. Zadeh - Volume 2 (Hardcover, 2013 ed.)
Rudolf Seising, Enric Trillas, Claudio Moraga, Settimo Termini
R4,873 Discovery Miles 48 730 Ships in 10 - 15 working days

The notion of Fuzziness stands as one of the really new concepts that have recently enriched the world of Science. Science grows not only through technical and formal advances on one side and useful applications on the other side, but also as consequence of the introduction and assimilation of new concepts in its corpus. These, in turn, produce new developments and applications. And this is what Fuzziness, one of the few new concepts arisen in the XX Century, has been doing so far. This book aims at paying homage to Professor Lotfi A. Zadeh, the "father of fuzzy logic" and also at giving credit to his exceptional work and personality. In a way, this is reflected in the variety of contributions collected in the book. In some of them the authors chose to speak of personal meetings with Lotfi; in others, they discussed how certain papers of Zadeh were able to open for them a new research horizon. Some contributions documented results obtained from the author/s after taking inspiration from a particular idea of Zadeh, thus implicitly acknowledging him. Finally, there are contributions of several "third generation fuzzysists or softies" who were firstly led into the world of Fuzziness by a disciple of Lotfi Zadeh, who, following his example, took care of opening for them a new road in science. Rudolf Seising is Adjoint Researcher at the European Centre for Soft Computing in Mieres, Asturias (Spain). Enric Trillas and Claudio Moraga are Emeritus Researchers at the European Centre for Soft Computing, Mieres, Asturias (Spain). Settimo Termini is Professor of Theoretical Computer Science at the University of Palermo, Italy and Affiliated Researcher at the European Centre for Soft Computing, Mieres, Asturias (Spain)

On Fuzziness - A Homage to Lotfi A. Zadeh - Volume 1 (Hardcover, 2013 ed.): Rudolf Seising, Enric Trillas, Claudio Moraga,... On Fuzziness - A Homage to Lotfi A. Zadeh - Volume 1 (Hardcover, 2013 ed.)
Rudolf Seising, Enric Trillas, Claudio Moraga, Settimo Termini
R4,873 Discovery Miles 48 730 Ships in 10 - 15 working days

The notion of Fuzziness stands as one of the really new concepts that have recently enriched the world of Science. Science grows not only through technical and formal advances on one side and useful applications on the other side, but also as consequence of the introduction and assimilation of new concepts in its corpus. These, in turn, produce new developments and applications. And this is what Fuzziness, one of the few new concepts arisen in the XX Century, has been doing so far. This book aims at paying homage to Professor Lotfi A. Zadeh, the "father of fuzzy logic" and also at giving credit to his exceptional work and personality. In a way, this is reflected in the variety of contributions collected in the book. In some of them the authors chose to speak of personal meetings with Lotfi; in others, they discussed how certain papers of Zadeh were able to open for them a new research horizon. Some contributions documented results obtained from the author/s after taking inspiration from a particular idea of Zadeh, thus implicitly acknowledging him. Finally, there are contributions of several "third generation fuzzysists or softies" who were firstly led into the world of Fuzziness by a disciple of Lotfi Zadeh, who, following his example, took care of opening for them a new road in science. Rudolf Seising is Adjoint Researcher at the European Centre for Soft Computing in Mieres, Asturias (Spain). Enric Trillas and Claudio Moraga are Emeritus Researchers at the European Centre for Soft Computing, Mieres, Asturias (Spain). Settimo Termini is Professor of Theoretical Computer Science at the University of Palermo, Italy and Affiliated Researcher at the European Centre for Soft Computing, Mieres, Asturias (Spain)

Accuracy and Fuzziness. A Life in Science and Politics - A Festschrift book to Enric Trillas Ruiz (Hardcover, 2015 ed.): Rudolf... Accuracy and Fuzziness. A Life in Science and Politics - A Festschrift book to Enric Trillas Ruiz (Hardcover, 2015 ed.)
Rudolf Seising; Luis Arguelles Mendez
R4,567 R3,496 Discovery Miles 34 960 Save R1,071 (23%) Ships in 10 - 15 working days

This book, which goes far beyond a traditional collection of technical articles, is dedicated to Enric Trillas, a fuzzy systems pioneer but also an internationally renowned researcher in other areas of science, such as mathematics and aerospace, and an outstanding manager of scientific affairs in Spain. Some of the contributions in this book develop technical, state-of-the-art themes obviously related to fuzzy logic, while others resemble popular-science articles that shed light on complex mathematical concepts. There are also chapters that highlight the authors' personal relationships and experiences working with Enric Trillas. While planning this book project, the editors decided to give contributors absolute freedom of thought and expression in preparing their chapters. The result is a colorful and inspiring mixture of styles and topics, which perfectly reflects Enric Trillas's multifaceted contributions to research and his outstanding role in promoting education and technological transfer in the field of soft computing. This Festschrift to Enric Trillas, published on the occasion of his 75th birthday, is not only intended as an exemplary source of information for young scientists dealing with uncertainty, imprecision and accuracy of models, but also as an inspiring guide to the role of scientists in education, politics and communication.

Towards the Future of Fuzzy Logic (Hardcover, 2015 ed.): Rudolf Seising, Enric Trillas, Janusz Kacprzyk Towards the Future of Fuzzy Logic (Hardcover, 2015 ed.)
Rudolf Seising, Enric Trillas, Janusz Kacprzyk
R4,031 R3,501 Discovery Miles 35 010 Save R530 (13%) Ships in 10 - 15 working days

This book provides readers with a snapshot of the state-of-the art in fuzzy logic. Throughout the chapters, key theories developed in the last fifty years as well as important applications to practical problems are presented and discussed from different perspectives, as the authors hail from different disciplines and therefore use fuzzy logic for different purposes. The book aims at showing how fuzzy logic has evolved since the first theory formulation by Lotfi A. Zadeh in his seminal paper on Fuzzy Sets in 1965. Fuzzy theories and implementation grew at an impressive speed and achieved significant results, especially on the applicative side. The study of fuzzy logic and its practice spread all over the world, from Europe to Asia, America and Oceania. The editors believe that, thanks to the drive of young researchers, fuzzy logic will be able to face the challenging goals posed by computing with words. New frontiers of knowledge are waiting to be explored. In order to motivate young people to engage in the future development of fuzzy logic, fuzzy methodologies, fuzzy applications, etc., the editors invited a team of internationally respected experts to write the present collection of papers, which shows the present and future potentials of fuzzy logic from different disciplinary perspectives and personal standpoints.

Claudio Moraga: A Passion for Multi-Valued Logic and Soft Computing (Hardcover, 1st ed. 2017): Rudolf Seising, Hector... Claudio Moraga: A Passion for Multi-Valued Logic and Soft Computing (Hardcover, 1st ed. 2017)
Rudolf Seising, Hector Allende-Cid
R4,036 R3,505 Discovery Miles 35 050 Save R531 (13%) Ships in 10 - 15 working days

The book is an authoritative collection of contributions by leading experts on the topics of fuzzy logic, multi-valued logic and neural network. Originally written as an homage to Claudio Moraga, seen by his colleagues as an example of concentration, discipline and passion for science, the book also represents a timely reference guide for advance students and researchers in the field of soft computing, and multiple-valued logic.

The Fuzzification of Systems - The Genesis of Fuzzy Set Theory and its Initial Applications - Developments up to the 1970s... The Fuzzification of Systems - The Genesis of Fuzzy Set Theory and its Initial Applications - Developments up to the 1970s (Hardcover, 2007 ed.)
Rudolf Seising
R4,248 Discovery Miles 42 480 Ships in 18 - 22 working days

Today, Fuzzy Set Theory is the core discipline of so-called soft computing, and provides new impetus for research in the field of artificial intelligence. In this fascinating book, the history of Fuzzy Set Theory and the ways it was first used are incorporated into the history of 20th century science and technology. Influences from philosophy, system theory and cybernetics stemming from the earliest part of the 20th century are considered alongside those of communication and control theory from mid-century.

Views on Fuzzy Sets and Systems from Different Perspectives - Philosophy and Logic, Criticisms and Applications (Hardcover,... Views on Fuzzy Sets and Systems from Different Perspectives - Philosophy and Logic, Criticisms and Applications (Hardcover, 2009 ed.)
Rudolf Seising
R5,480 Discovery Miles 54 800 Ships in 18 - 22 working days

In our new century, the theory of fuzzy sets and systems is in the core of "Soft Computing" and "Computational Intelligence" and has become a normal scientific theory in the fields of exact sciences and engineering and it is well on its way to becoming normal in the soft sciences as well. This book is a collection of the views of numerous scholars in different parts of the world who are involved in various research projects concerning fuzziness in science, technology, economic systems, social sciences, logics and philosophy. This volume demonstrates that there are many different views of the theory of fuzzy sets and systems and of their interpretation and applications in diverse areas of our cultural and social life.

Accuracy and Fuzziness. A Life in Science and Politics - A Festschrift book to Enric Trillas Ruiz (Paperback, Softcover reprint... Accuracy and Fuzziness. A Life in Science and Politics - A Festschrift book to Enric Trillas Ruiz (Paperback, Softcover reprint of the original 1st ed. 2015)
Rudolf Seising; Luis Argüelles Méndez
R3,631 Discovery Miles 36 310 Ships in 18 - 22 working days

This book, which goes far beyond a traditional collection of technical articles, is dedicated to Enric Trillas, a fuzzy systems pioneer but also an internationally renowned researcher in other areas of science, such as mathematics and aerospace, and an outstanding manager of scientific affairs in Spain. Some of the contributions in this book develop technical, state-of-the-art themes obviously related to fuzzy logic, while others resemble popular-science articles that shed light on complex mathematical concepts. There are also chapters that highlight the authors’ personal relationships and experiences working with Enric Trillas. While planning this book project, the editors decided to give contributors absolute freedom of thought and expression in preparing their chapters. The result is a colorful and inspiring mixture of styles and topics, which perfectly reflects Enric Trillas’s multifaceted contributions to research and his outstanding role in promoting education and technological transfer in the field of soft computing. This Festschrift to Enric Trillas, published on the occasion of his 75th birthday, is not only intended as an exemplary source of information for young scientists dealing with uncertainty, imprecision and accuracy of models, but also as an inspiring guide to the role of scientists in education, politics and communication.

Towards the Future of Fuzzy Logic (Paperback, Softcover reprint of the original 1st ed. 2015): Rudolf Seising, Enric Trillas,... Towards the Future of Fuzzy Logic (Paperback, Softcover reprint of the original 1st ed. 2015)
Rudolf Seising, Enric Trillas, Janusz Kacprzyk
R3,642 Discovery Miles 36 420 Ships in 18 - 22 working days

This book provides readers with a snapshot of the state-of-the art in fuzzy logic. Throughout the chapters, key theories developed in the last fifty years as well as important applications to practical problems are presented and discussed from different perspectives, as the authors hail from different disciplines and therefore use fuzzy logic for different purposes.  The book aims at showing how fuzzy logic has evolved since the first theory formulation by Lotfi A. Zadeh in his seminal paper on Fuzzy Sets in 1965. Fuzzy theories and implementation grew at an impressive speed and achieved significant results, especially on the applicative side. The study of fuzzy logic and its practice spread all over the world, from Europe to Asia, America and Oceania. The editors believe that, thanks to the drive of young researchers, fuzzy logic will be able to face the challenging goals posed by computing with words. New frontiers of knowledge are waiting to be explored. In order to motivate young people to engage in the future development of fuzzy logic, fuzzy methodologies, fuzzy applications, etc., the editors invited a team of internationally respected experts to write the present collection of papers, which shows the present and future potentials of fuzzy logic from different disciplinary perspectives and personal standpoints.

On Fuzziness - A Homage to Lotfi A. Zadeh - Volume 2 (Paperback, 2013 ed.): Rudolf Seising, Enric Trillas, Claudio Moraga,... On Fuzziness - A Homage to Lotfi A. Zadeh - Volume 2 (Paperback, 2013 ed.)
Rudolf Seising, Enric Trillas, Claudio Moraga, Settimo Termini
R5,201 Discovery Miles 52 010 Ships in 18 - 22 working days

The notion of Fuzziness stands as one of the really new concepts that have recently enriched the world of Science. Science grows not only through technical and formal advances on one side and useful applications on the other side, but also as consequence of the introduction and assimilation of new concepts in its corpus. These, in turn, produce new developments and applications. And this is what Fuzziness, one of the few new concepts arisen in the XX Century, has been doing so far. This book aims at paying homage to Professor Lotfi A. Zadeh, the "father of fuzzy logic" and also at giving credit to his exceptional work and personality. In a way, this is reflected in the variety of contributions collected in the book. In some of them the authors chose to speak of personal meetings with Lotfi; in others, they discussed how certain papers of Zadeh were able to open for them a new research horizon. Some contributions documented results obtained from the author/s after taking inspiration from a particular idea of Zadeh, thus implicitly acknowledging him. Finally, there are contributions of several "third generation fuzzysists or softies" who were firstly led into the world of Fuzziness by a disciple of Lotfi Zadeh, who, following his example, took care of opening for them a new road in science. Rudolf Seising is Adjoint Researcher at the European Centre for Soft Computing in Mieres, Asturias (Spain). Enric Trillas and Claudio Moraga are Emeritus Researchers at the European Centre for Soft Computing, Mieres, Asturias (Spain). Settimo Termini is Professor of Theoretical Computer Science at the University of Palermo, Italy and Affiliated Researcher at the European Centre for Soft Computing, Mieres, Asturias (Spain)

On Fuzziness - A Homage to Lotfi A. Zadeh - Volume 1 (Paperback, 2013 ed.): Rudolf Seising, Enric Trillas, Claudio Moraga,... On Fuzziness - A Homage to Lotfi A. Zadeh - Volume 1 (Paperback, 2013 ed.)
Rudolf Seising, Enric Trillas, Claudio Moraga, Settimo Termini
R5,201 Discovery Miles 52 010 Ships in 18 - 22 working days

The notion of Fuzziness stands as one of the really new concepts that have recently enriched the world of Science. Science grows not only through technical and formal advances on one side and useful applications on the other side, but also as consequence of the introduction and assimilation of new concepts in its corpus. These, in turn, produce new developments and applications. And this is what Fuzziness, one of the few new concepts arisen in the XX Century, has been doing so far. This book aims at paying homage to Professor Lotfi A. Zadeh, the "father of fuzzy logic" and also at giving credit to his exceptional work and personality. In a way, this is reflected in the variety of contributions collected in the book. In some of them the authors chose to speak of personal meetings with Lotfi; in others, they discussed how certain papers of Zadeh were able to open for them a new research horizon. Some contributions documented results obtained from the author/s after taking inspiration from a particular idea of Zadeh, thus implicitly acknowledging him. Finally, there are contributions of several "third generation fuzzysists or softies" who were firstly led into the world of Fuzziness by a disciple of Lotfi Zadeh, who, following his example, took care of opening for them a new road in science. Rudolf Seising is Adjoint Researcher at the European Centre for Soft Computing in Mieres, Asturias (Spain). Enric Trillas and Claudio Moraga are Emeritus Researchers at the European Centre for Soft Computing, Mieres, Asturias (Spain). Settimo Termini is Professor of Theoretical Computer Science at the University of Palermo, Italy and Affiliated Researcher at the European Centre for Soft Computing, Mieres, Asturias (Spain)

Soft Computing in Humanities and Social Sciences (Paperback, 2012 ed.): Rudolf Seising, Veronica Sanz Gonzalez Soft Computing in Humanities and Social Sciences (Paperback, 2012 ed.)
Rudolf Seising, Veronica Sanz Gonzalez
R5,208 Discovery Miles 52 080 Ships in 18 - 22 working days

The field of Soft Computing in Humanities and Social Sciences is at a turning point. The strong distinction between "science" and "humanities" has been criticized from many fronts and, at the same time, an increasing cooperation between the so-called "hard sciences" and "soft sciences" is taking place in a wide range of scientific projects dealing with very complex and interdisciplinary topics. In the last fifteen years the area of Soft Computing has also experienced a gradual rapprochement to disciplines in the Humanities and Social Sciences, and also in the field of Medicine, Biology and even the Arts, a phenomenon that did not occur much in the previous years. The collection of this book presents a generous sampling of the new and burgeoning field of Soft Computing in Humanities and Social Sciences, bringing together a wide array of authors and subject matters from different disciplines. Some of the contributors of the book belong to the scientific and technical areas of Soft Computing while others come from various fields in the humanities and social sciences such as Philosophy, History, Sociology or Economics. Rudolf Seising received a Ph.D. degree in philosophy of science and a postdoctoral lecture qualification (PD) in history of science from the Ludwig Maximilians University of Munich. He is an Adjoint Researcher at the European Centre for Soft Computing in Mieres (Asturias), Spain. Veronica Sanz earned a Ph.D. in Philosophy at the University Complutense of Madrid (Spain). At the moment she is a Postdoctoral Researcher at the Science, Technology and Society Center in the University of California at Berkeley. Veronica Sanz earned a Ph.D. in Philosophy at the University Complutense of Madrid (Spain). At the moment she is a Postdoctoral Researcher at the Science, Technology and Society Center in the University of California at Berkeley.

The Fuzzification of Systems - The Genesis of Fuzzy Set Theory and its Initial Applications - Developments up to the 1970s... The Fuzzification of Systems - The Genesis of Fuzzy Set Theory and its Initial Applications - Developments up to the 1970s (Paperback, Softcover reprint of hardcover 1st ed. 2007)
Rudolf Seising
R4,063 Discovery Miles 40 630 Ships in 18 - 22 working days

Today, Fuzzy Set Theory is the core discipline of so-called soft computing, and provides new impetus for research in the field of artificial intelligence. In this fascinating book, the history of Fuzzy Set Theory and the ways it was first used are incorporated into the history of 20th century science and technology. Influences from philosophy, system theory and cybernetics stemming from the earliest part of the 20th century are considered alongside those of communication and control theory from mid-century.

Views on Fuzzy Sets and Systems from Different Perspectives - Philosophy and Logic, Criticisms and Applications (Paperback,... Views on Fuzzy Sets and Systems from Different Perspectives - Philosophy and Logic, Criticisms and Applications (Paperback, Softcover reprint of hardcover 1st ed. 2009)
Rudolf Seising
R5,231 Discovery Miles 52 310 Ships in 18 - 22 working days

In our new century, the theory of fuzzy sets and systems is in the core of "Soft Computing" and "Computational Intelligence" and has become a normal scientific theory in the fields of exact sciences and engineering and it is well on its way to becoming normal in the soft sciences as well. This book is a collection of the views of numerous scholars in different parts of the world who are involved in various research projects concerning fuzziness in science, technology, economic systems, social sciences, logics and philosophy. This volume demonstrates that there are many different views of the theory of fuzzy sets and systems and of their interpretation and applications in diverse areas of our cultural and social life.

Designing Cognitive Cities (Paperback, Softcover reprint of the original 1st ed. 2019): Edy Portmann, Marco E. Tabacchi, Rudolf... Designing Cognitive Cities (Paperback, Softcover reprint of the original 1st ed. 2019)
Edy Portmann, Marco E. Tabacchi, Rudolf Seising, Astrid Habenstein
R2,653 Discovery Miles 26 530 Ships in 18 - 22 working days

This book illustrates various aspects and dimensions of cognitive cities. Following a comprehensive introduction, the first part of the book explores conceptual considerations for the design of cognitive cities, while the second part focuses on concrete applications. The contributions provide an overview of the wide diversity of cognitive city conceptualizations and help readers to better understand why it is important to think about the design of our cities. The book adopts a transdisciplinary approach since the cognitive city concept can only be achieved through cooperation across different academic disciplines (e.g., economics, computer science, mathematics) and between research and practice. More and more people live in a growing number of ever-larger cities. As such, it is important to reflect on how cities need to be designed to provide their inhabitants with the means and resources for a good life. The cognitive city is an emerging, innovative approach to address this need.

Claudio Moraga: A Passion for Multi-Valued Logic and Soft Computing (Paperback, Softcover reprint of the original 1st ed.... Claudio Moraga: A Passion for Multi-Valued Logic and Soft Computing (Paperback, Softcover reprint of the original 1st ed. 2017)
Rudolf Seising, Hector Allende-Cid
R3,652 Discovery Miles 36 520 Ships in 18 - 22 working days

The book is an authoritative collection of contributions by leading experts on the topics of fuzzy logic, multi-valued logic and neural network. Originally written as an homage to Claudio Moraga, seen by his colleagues as an example of concentration, discipline and passion for science, the book also represents a timely reference guide for advance students and researchers in the field of soft computing, and multiple-valued logic.

Fuzziness and Medicine: Philosophical Reflections and Application Systems in Health Care - A Companion Volume to... Fuzziness and Medicine: Philosophical Reflections and Application Systems in Health Care - A Companion Volume to Sadegh-Zadeh's Handbook of Analytical Philosophy of Medicine (Paperback, 2013 ed.)
Rudolf Seising, Marco Elio Tabacchi
R5,222 Discovery Miles 52 220 Ships in 18 - 22 working days

This book is a collection of contributions written by philosophers and scientists active in different fields, such as mathematics, logics, social sciences, computer sciences and linguistics. They comment on and discuss various parts of and subjects and propositions introduced in the Handbook of Analytical Philosophy of Medicine from Kadem Sadegh-Zadeh, published by Springer in 2012. This volume reports on the fruitful exchange and debate that arose in the fuzzy community upon the publication of the Handbook. This was not only very much appreciated by the community but also seen as a critical starting point for beginning a new discussion. The results of this discussion, which involved many different perspectives from science and the humanities and was warmly encouraged by Kadem Sadegh-Zadeh himself, are accurately reported in this volume, which is intended to be a critical companion to Kadem Sadegh-Zadehs handbook. Rudolf Seising is currently an adjunct researcher at the European Centre for Soft Computing in Mieres, Asturias (Spain) and a college lecturer at the Faculty of History and Arts, at the Ludwig Maximilians University of Munich (Germany). Marco Elio Tabacchi is currently the Scientific Director of the Italian National Research & Survey Organization Demopolis, and a research assistant in the Soft Computing Group at University of Palermo (Italy).

Fuzzy Theorie Und Stochastik - Modelle Und Anwendungen in Der Diskussion (German, Paperback, 1999 ed.): Wolfgang Bibel, Rudolf... Fuzzy Theorie Und Stochastik - Modelle Und Anwendungen in Der Diskussion (German, Paperback, 1999 ed.)
Wolfgang Bibel, Rudolf Seising, Rudolf Kruse
R2,129 Discovery Miles 21 290 Ships in 18 - 22 working days

Alle Prozesse in der Natur enthalten eine oder mehrere ungewisse Komponenten, zeigen Ungewissheiten oder haben einen mehr oder weniger ungewissen Ausgang. Dabei kann man unterscheiden, ob man einen Vorgang -oder einen Teil davon -als ungewiss ansieht, weil man ihn nicht exakt deterministisch erfassen kann (z. B. die Kursentwicklung an einer Wertpapierboerse), ob man ihn als genuin zufallig ansieht (z. B. den radioaktiven Zerfall eines Stoffes) oder ob die Ungewissheit des Vorgangs von seiner Beschreibung mit vagen Begriffen herruhrt. Unsere heutigen sehr kom- plexen sozialen und technischen Strukturen sind ohne den Einsatz von Verfahren zur Behandlung ungewisser Effekte nicht mehr vorstellbar, wenn man z. B. nur an Lebens-und Krankenversicherungen einerseits und an die Berechnung der Zu- verlassigkeit technischer Systeme und Prozesse andererseits denkt. Die Entwicklung mathematischer Werkzeuge zur Wahrscheinlichkeitsrechnung und Statistik fuhrte zu der bis in unser Jahrhundert unangefochtenen Stellung der Stochastik als der besten wissenschaftlichen Methode zur Behandlung von Aspekten der Ungewissheit. In der zweiten Halfte des 20. Jahrhunderts etablierte sich dann die Fuzzy Theorie, die Lotfi Zadeh in der Arbeit Fuzzy Sets (1965) als Verallgemeinerung der Can- torschen Mengentheorie begrundete, als eine ernstzunehmende Konkurrentin fur die Aufgabe, Ungewissheiten zu modellieren. Die weiteren Entwicklungen brachten eine uber Jahrzehnte gefuhrte Auseinandersetzung zwischen Stochastikern und Vertre- tern der Fuzzy Theorie, aber auch eine uberaus erfolgreiche Anwendung der Theorie in vielen Bereichen der angewandten Wissenschaften und der Industrie.

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