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This enhanced second edition has been fully revised and expanded with new content on swarm intelligence, deep learning, fuzzy data analysis, and discrete decision graphs.  Features: provides supplementary material at an associated website; contains numerous classroom-tested examples and definitions throughout the text; presents useful insights into all that is necessary for the successful application of computational intelligence methods; explains the theoretical background underpinning proposed solutions to common problems; discusses in great detail the classical areas of artificial neural networks, fuzzy systems and evolutionary algorithms; reviews the latest developments in the field, covering such topics as ant colony optimization and probabilistic graphical models.","brand":"WoB","offers":[{"title":"GB \/ VERY_GOOD \/ INTERNAL","offer_id":50143725945105,"sku":"GOR013869830","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/B078YZXND5.jpg?v=1751210323"},{"product_id":"computational-intelligence-book-rudolf-kruse-9781447158493","title":"Computational Intelligence","description":"This clearly-structured, classroom-tested textbook\/reference presents a methodical introduction to the field of CI. Providing an authoritative insight into all that is necessary for the successful application of CI methods, the book describes fundamental concepts and their practical implementations, and explains the theoretical background underpinning proposed solutions to common problems. Only a basic knowledge of mathematics is required. Features: provides electronic supplementary material at an associated website, including module descriptions, lecture slides, exercises with solutions, and software tools; contains numerous examples and definitions throughout the text; presents self-contained discussions on artificial neural networks, evolutionary algorithms, fuzzy systems and Bayesian networks; covers the latest approaches, including ant colony optimization and probabilistic graphical models; written by a team of highly-regarded experts in CI, with extensive experience in both academia and industry.","brand":"WoB","offers":[{"title":"GB \/ NEW \/ INGRAM","offer_id":52134728139025,"sku":"NLS9781447158493","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9781447158493.jpg?v=1757544763"},{"product_id":"statistics-with-vague-data-book-rudolf-kruse-9789027725622","title":"Statistics with Vague Data","description":"This monograph is an attempt to unify existing works in the field of random sets, random variables, and linguistic random variables with respect to statistical analysis. It is intended to be a tutorial research compendium. The material of the work is mainly based on the postdoctoral thesis (Ha- bilitationsschrift) of the first author and on several papers recently published by both authors. The methods form the basis of a user-friendly software tool which supports the statistical inferenee in the presence of vague data. Parts of the manuscript have been used in courses for graduate level students of mathematics and eomputer scienees held by the first author at the Technical University of Braunschweig. The textbook is designed for readers with an advanced knowledge of mathematics. The idea of writing this book came from Professor Dr. H. Skala. Several of our students have significantly contributed to its preparation. We would like to express our gratitude to Reinhard Elsner for his support in typesetting the book, Jorg Gebhardt and Jorg Knop for preparing the drawings, Michael Eike and Jiirgen Freckmann for implementing the programming system and Giinter Lehmann and Winfried Boer for proofreading the manuscript. This work was partially supported by the Fraunhofer-Gesellschaft. We are indebted to D. Reidel Publishing Company for making the pub- lication of this book possible and would especially like to acknowledge the support whieh we received from our families on this project.","brand":"WoB","offers":[{"title":"GB \/ NEW \/ INGRAM","offer_id":52136336851217,"sku":"NLS9789027725622","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9789027725622.jpg?v=1757553758"},{"product_id":"fuzzy-systeme-book-rudolf-kruse-9783519121305","title":"Fuzzy-Systeme","description":"1 As a treatise on fuzzy set theory and its applications, Foundations of Fuzzy Systems, by R. Kruse, J. Gebhardt and F. Klawonn, has few equals. Succinct, authoritative and up-to-date, it covers the basic theory very thoroughly and precisely, with emphasis on those aspects of the theory which play an important role in its applications. This is especially true of the chapters dealing with the calculus of fuzzy if-then rules - a subset of fuzzy set theory which plays a central role in the applications relating to the conception and design of both control and knowledge-based systems. To view the contents of Foundations of Fuzzy Systems in a proper perspective, a digression is in order. First, it is important to recognize that any crisp theory X can be fuzzified and hence generalized to fuzzy X - by replacing the concept of a crisp set in X by that of a fuzzy set. In application to basic fields such as arithmetic, topology, graph theory.","brand":"WoB","offers":[{"title":"GB \/ NEW \/ INGRAM","offer_id":52141927039249,"sku":"NLS9783519121305","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9783519121305.jpg?v=1757578766"},{"product_id":"symbolic-and-quantitative-approaches-to-uncertainty-book-rudolf-kruse-9783540546597","title":"Symbolic and Quantitative Approaches to Uncertainty","description":"A variety of formalisms have been developed to address such aspects of      handling imperfect knowledge as uncertainty, vagueness, imprecision,        incompleteness, and partial inconsistency. Some of the most familiar        approaches in this research field are nonmonotonic logics, modal            logics, probability theory (Bayesian and non-Bayesian), belief function theory, and fuzzy sets and possibility theory. ESPRIT Basic Research Action 3085, entitled Defeasible Reasoning and Uncertainty Management Systems      (DRUMS), aims to contribute to the elucidation of similarities              and differences between these formalisms. It consists of 11 active      European research groups. The European Conference on Symbolic and           Quantitative Approaches to Uncertainty (ESQAU) provides a forum for these   groups to meet and discuss their scientific results. This volume        contains 42 contributions accepted for the ESQAU meeting held in October    1991 in Marseille, together with 12 articles presenting the activities of   the DRUMS groups and two invited presentations.","brand":"WoB","offers":[{"title":"GB \/ NEW \/ INGRAM","offer_id":52149312717073,"sku":"NLS9783540546597","price":0.0,"currency_code":"GBP","in_stock":true},{"title":"US \/ NEW \/ INGRAM","offer_id":53494291267857,"sku":"NIN9783540546597","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9783540546597.jpg?v=1757606422"},{"product_id":"computational-intelligence-book-rudolf-kruse-9783030422264","title":"Computational Intelligence","description":"This textbook provides a clear and logical introduction to the field, covering the fundamental concepts, algorithms and practical implementations behind efforts to develop systems that exhibit intelligent behavior in complex environments.","brand":"WoB","offers":[{"title":"- \/ - \/ INTERNAL","offer_id":52404596211985,"sku":null,"price":0.0,"currency_code":"GBP","in_stock":true},{"title":"GB \/ NEW \/ INGRAM","offer_id":52404596736273,"sku":"NLS9783030422264","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9783030422264.jpg?v=1758764723"},{"product_id":"computational-intelligence-book-rudolf-kruse-9781447173984","title":"Computational Intelligence","description":"This textbook provides a clear and logical introduction to the field, covering the fundamental concepts, algorithms and practical implementations behind efforts to develop systems that exhibit intelligent behavior in complex environments.","brand":"WoB","offers":[{"title":"- \/ - \/ INTERNAL","offer_id":52477311058193,"sku":null,"price":0.0,"currency_code":"GBP","in_stock":true},{"title":"GB \/ NEW \/ INGRAM","offer_id":52477312237841,"sku":"NLS9781447173984","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9781447173984.jpg?v=1759845415"},{"product_id":"computational-intelligence-book-rudolf-kruse-9783658109035","title":"Computational Intelligence","description":"Die Autoren behandeln umfassend zentrale Themen der Informatik von Künstlichen Neuronalen Netzen, über Evolutionäre Algorithmen bis hin zu Fuzzy-Systemen und Bayes-Netzen. Denn: Der Anwendungsbereich „Computational Intelligence“ erlangt durch viele erfolgreiche industrielle Produkte immer mehr an Bedeutung. Dieses Buch behandelt die zentralen Techniken dieses Gebiets und bettet sie in ein didaktisches Konzept ein, welches sich gezielt an Studierende und Lehrende der Informatik wendet. Für die vorliegende 2. Auflage des Buches wurden alle Themenbereiche überarbeitet, aktualisiert und zum Teil erweitert.  Zusatzmaterialen wie Aufgaben, Lösungen und Foliensätze für Vorlesungen sowie Beispiele aus der industriellen Anwendung betonen den praktischen Charakter des Buches.","brand":"WoB","offers":[{"title":"GB \/ NEW \/ INGRAM","offer_id":52614552682769,"sku":"NLS9783658109035","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9783658109035.jpg?v=1761521552"},{"product_id":"informatik-98-book-rudolf-kruse-9783540649380","title":"Informatik ’98","description":"Der Tagungsband der 28. Jahrestagung der Gesellschaft fur Informatik gibt einen Uberblick uber diejenigen Trends in den Gebieten Bild- und Sprachverarbeitung, die fur die weitere Entwicklung der Informatik eine Schlusselrolle spielen. In den Beitragen werden Resultate der Spitzenforschung prasentiert, Anwendungen aus der Industrie formuliert und die gesellschaftliche Relevanz der betrachteten Themengebiete beleuchtet.","brand":"WoB","offers":[{"title":"GB \/ NEW \/ INGRAM","offer_id":52617231335697,"sku":"NLS9783540649380","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9783540649380.jpg?v=1761529676"},{"product_id":"uncertainty-and-vagueness-in-knowledge-based-systems-book-rudolf-kruse-9783642767043","title":"Uncertainty and Vagueness in Knowledge Based Systems","description":"The primary aim of this monograph is to provide a formal framework for the representation and management of uncertainty and vagueness in the field of artificial intelligence. It puts particular emphasis on a thorough analysis of these phenomena and on the development of sound mathematical modeling approaches. Beyond this theoretical basis the scope of the book includes also implementational aspects and a valuation of existing models and systems. The fundamental ambition of this book is to show that vagueness and un- certainty can be handled adequately by using measure-theoretic methods. The presentation of applicable knowledge representation formalisms and reasoning algorithms substantiates the claim that efficiency requirements do not necessar- ily require renunciation of an uncompromising mathematical modeling. These results are used to evaluate systems based on probabilistic methods as well as on non-standard concepts such as certainty factors, fuzzy sets or belief functions. The book is intended to be self-contained and addresses researchers and practioneers in the field of knowledge based systems. It is in particular suit- able as a textbook for graduate-level students in AI, operations research and applied probability. A solid mathematical background is necessary for reading this book. Essential parts of the material have been the subject of courses given by the first author for students of computer science and mathematics held since 1984 at the University in Braunschweig.","brand":"WoB","offers":[{"title":"- \/ - \/ INTERNAL","offer_id":52622616264977,"sku":null,"price":0.0,"currency_code":"GBP","in_stock":true},{"title":"GB \/ NEW \/ INGRAM","offer_id":52622616854801,"sku":"NLS9783642767043","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9783642767043.jpg?v=1761606619"},{"product_id":"fuzzy-systems-in-computer-science-book-rudolf-kruse-9783322868268","title":"Fuzzy-Systems in Computer Science","description":"This book contains a selection of revised papers and state-of-the-art overviews on current trends and future perspectives of fuzzy systems. A major aim is to address theoretical as well as application-oriented issues and to contribute to the foundation of concepts, methods, and tools in this field. The book is written by researchers who attended the workshop Fuzzy Systems '93 - Management of Uncertain Information (Braunschweig, Germany, October 21-22, 1993), organized by the German Society of Computer Science (GI), the German Computer Science Academy (DIA), and the University of Braunschweig.Dieses Buch enth lt ausgew hlte und auf neuesten Stand gebrachte Fachaufs tze und State of the Art- bersichtsartikel in englischer Sprache. Sie geben einen  berblick  ber aktuelle Trends sowie Zukunftsperspektiven der Fuzzy-Systeme. Besonderer Wert wird darauf gelegt, da  das Buch in einem ausgewogenen Verh ltnis von Theorie und Praxis zur Fundierung von Konzepten, Methoden und Werkzeugen beitr gt. Hervorgegangen ist das Werk aus einem von der Gesellschaft f r Informatik (GI), der Deutschen Informatik Akademie (DIA) und der TU Braunschweig gemeinsam veranstalteten GI-Workshop Fuzzy-Systeme '93 - Management unsicherer Informationen (Braunschweig, 21.-22.10.1993). Die Aufs tze wurden  berarbeitet und um  berblicksartikel erg nzt, geschrieben von H. J. Zimmermann, H. Hellendorn, D. Nauck, C. Freksa, S. Gottwald und K. D. 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