Interactions Between Computational Intelligence And Mathematics
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Interactions Between Computational Intelligence And Mathematics
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Author : László T. Kóczy
language : en
Publisher: Springer
Release Date : 2018-03-10
Interactions Between Computational Intelligence And Mathematics written by László T. Kóczy and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-03-10 with Technology & Engineering categories.
This book presents recent research in the field of interaction between computational intelligence and mathematics, ranging from theory to applications. Computational intelligence, or soft computing consists of various bio-inspired methods, especially fuzzy systems, artificial neural networks, evolutionary and memetic algorithms. These research areas were initiated by professionals in various applied fields, such as engineers, economists, and financial and medical experts. Although computational intelligence offered solutions (at least quasi-optimal solutions) for problems with high complexity, vague and undeterministic features, initially little attention was paid to the mathematical models and analysis of the methods successfully applied. A typical example is the extremely successful Mamdani-algorithm, and its modifications and extensions, applied since the mid-1970s, where the first analysis of the simplest cases, showing why this algorithm was so efficient and stable, was not given until the early 1990s. Since the mid-2000s, the authors have organized international conferences annually to focus on the mathematical methodological issues in connection with computational intelligence approaches. These conferences have attracted a large number of submissions with a wide scope of topics and quality. The editors selected several high-quality papers and approached the authors to submit an essentially extended and improved book chapter based on the lectures.This volume is the first contributed book on the subject.
Interactions Between Computational Intelligence And Mathematics Part 2
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Author : László T. Kóczy
language : en
Publisher: Springer
Release Date : 2018-11-02
Interactions Between Computational Intelligence And Mathematics Part 2 written by László T. Kóczy and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-11-02 with Computers categories.
This book presents recent research in the field of interaction between computational intelligence and mathematics. In the current technological age, we face the challenges of tackling very complex problems – in the usual sense, but also in the mathematical and theoretical computer science sense. However, even the most up-to-date results in mathematics, are unable to provide exact solutions of such problems, and no further technical advances will ever make it possible to find general and exact solutions. Constantly developing technologies (including social technologies) necessitate handling very complex problems. This has led to a search for acceptably “good” or precise solutions, which can be achieved by the combination of traditional mathematical techniques and computational intelligence tools, in order to solve the various problems emerging in many different areas to a satisfactory degree. Important funding programs, such as the European Commission’s current framework programme for research and innovation – Horizon 2020 – are devoted to the development of new instruments to deal with the current challenges. Without doubt, research topics associated with the interactions between computational intelligence and traditional mathematics play a key role. Presenting contributions from engineers, scientists and mathematicians, this book offers a series of novel solutions for meaningful and real-world problems that connect those research areas.
Computational Intelligence And Mathematics For Tackling Complex Problems
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Author : László T Kóczy
language : en
Publisher: Springer
Release Date : 2019-05-02
Computational Intelligence And Mathematics For Tackling Complex Problems written by László T Kóczy and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-05-02 with Computers categories.
This book combines computational intelligence and mathematics to solve theoretical and real-world problems. The real challenges of engineering and other applied sciences, e.g. economics and management, the social sciences, etc., and even everyday life, are increasingly raising complex problems – both in the usual sense, but also in the mathematical and theoretical computer science sense, which is referred to as intractability. Finding exact solutions to the latest problems in mathematics is impossible, and it has been also shown that no further technical advance will ever make it possible to find general and exact solutions to such complex problems. Rather, the goal is to find solutions that are “good enough” or “acceptably accurate,” including models and corresponding algorithms, which is most often achieved by combining traditional mathematical techniques and computational intelligence tools, such as fuzzy systems, evolutionary and memetic algorithms, and artificial neural networks. Consequently, international funding programs, such as the European Commission’s current framework program for research and innovation (Horizon 2020), and the preliminary research team building COST Actions, are devoted to developing new instruments for tackling the challenges that we face in the current technological age. And it goes without saying that research topics concerning the interactions between computational intelligence and traditional mathematics play a key role in overcoming the obstacles associated with the intractability of complex problems. In this book, mathematicians, engineers, and other scientists highlight novel methodological results connecting these two main research areas, and focusing on solving real-life problems.
Trends In Mathematics And Computational Intelligence
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Author : María Eugenia Cornejo
language : en
Publisher: Springer
Release Date : 2018-10-08
Trends In Mathematics And Computational Intelligence written by María Eugenia Cornejo and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-10-08 with Computers categories.
This book presents appealing contributions on computational intelligence and mathematics, connecting both areas and offering solutions to a number of interesting, real-world problems. Such problems often require novel solutions, as complexity exceeds the tractable size. At the same time, the need for good-quality realistic solutions results in models and algorithms with a good balance of resource intensiveness and model quality (accuracy). Many areas of knowledge call for hybrid solutions that combine traditional mathematical techniques and computational intelligence based on subsymbolic knowledge representation. Important research topics are focused on developing the interaction between computational intelligence and mathematics, in order to address various challenges of the current technological age. Written by influential, leading researchers, this book discusses the latest trends in hybridising mathematics and computational intelligence.
Artificial Intelligence And Symbolic Mathematical Computing
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Author : Jacques Calmet
language : en
Publisher: Springer
Release Date : 1993
Artificial Intelligence And Symbolic Mathematical Computing written by Jacques Calmet and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993 with Computers categories.
"This volume contains the papers, updated in some cases, presented at the first AISMC (Artificial Intelligence and Symbolic Mathematical Computations)conference, held in Karlsruhe, August 3-6, 1992. This was the first conference to be devoted to such a topic after a long period when SMC made no appearance in AI conferences, though it used to be welcome in the early days of AI. Some conferences were held recently on mathematics and AI, but none was directly comparable in scope to this conference. Because of the novelty of the domain, authors were given longer allocations of time than usual in which to present their work. As a result, extended and fruitful discussions followed each paper. The introductory chapter in this book, which was not presented during the conference, reflects in many ways the flavor of these discussions and aims to set out the framework for future activities in this domain of research. In addition to the introduction, the volume contains 20 papers."--PUBLISHER'S WEBSITE.
Interactions In Artificial Intelligence And Statistical Methods
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Author : Bob Phelps
language : en
Publisher: Gower Publishing Company, Limited
Release Date : 1987
Interactions In Artificial Intelligence And Statistical Methods written by Bob Phelps and has been published by Gower Publishing Company, Limited this book supported file pdf, txt, epub, kindle and other format this book has been release on 1987 with Computers categories.
Computational Intelligence And Mathematics For Tackling Complex Problems 4
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Author : María Eugenia Cornejo
language : en
Publisher: Springer Nature
Release Date : 2022-09-20
Computational Intelligence And Mathematics For Tackling Complex Problems 4 written by María Eugenia Cornejo and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-20 with Technology & Engineering categories.
The recent book of the series continues the collection of articles dealing with the important and efficient combination of traditional and novel mathematical approaches with various computational intelligence techniques, with a stress of fuzzy systems, and fuzzy logic. Complex systems are theoretically intractable, as the need of time and space resources (e.g., computer capacity) exceed any implementable extent. How is it possible that in the practice, such problems are usually manageable with an acceptable quality by human experts? They apply expert domain knowledge and various methods of approximate modeling and corresponding algorithms. Computational intelligence is the mathematical tool box that collects techniques which are able to model such human interaction, while (new) mathematical approaches are developed and used everywhere where the complexity of the sub-task allows it. The innovative approaches in this book give answer to many questions on how to solve “unsolvable” problems.
Knowledge Transfer Through Artificial Intelligence A I In Multinational Companies
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Author : Alexandra Arbter
language : en
Publisher: GRIN Verlag
Release Date : 2022-11-24
Knowledge Transfer Through Artificial Intelligence A I In Multinational Companies written by Alexandra Arbter and has been published by GRIN Verlag this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-11-24 with Business & Economics categories.
Diploma Thesis from the year 2009 in the subject Business economics - Information Management, grade: 1, Universities of Applied Sciences Wien (FHWien), language: English, abstract: The subject of this paper is to research and evaluate, the results and the potential of knowledge acquisition through a framework by involving artificial intelligence (in the form of an automated intelligent agent) to acquire and manage intellectual capital for future organizational research and development, availability and competitiveness. Focus of this study is multinational corporations, which are complex knowledge-driven industries, managing their intellectual capital over multiple cultures, locally and globally. Even though codified knowledge and its acquisition is widespread applied, tacit knowledge has showed intangible in its inclusion within the organization‘s knowledge base. The aim is to determine in which relation or what kind of potential there is to locate in an artificial intelligence approach, in order to obtain the most precious knowledge, which is tacit. Market complexity as well as internal organizational trends and developments have changed the way firms organize their activities locally as well as globally, both in terms of tangible and intangible assets. The dynamics of multinational companies (MNCs) within the markets and their efforts to manage their intellectual capital has become a competitive factor in the present economic globalization. Their competitive advantage is dependent on their employee‘s expert knowledge, which is mostly tacit. Concomitantly, the exploitation and protection of intellectual property or more also described as assets, as well as how they are being managed, depends a firm‘s economical future. The science of artificial intelligence aims to attempt not just to comprehend how humans think, but also to construct and design intelligent entities.
Am An Artificial Intelligence Approach To Discovery In Mathematics As Heuristic Search
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Author : Douglas B. Lenat
language : en
Publisher:
Release Date : 1976
Am An Artificial Intelligence Approach To Discovery In Mathematics As Heuristic Search written by Douglas B. Lenat and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1976 with Am (Computer program) categories.
Knowledge Based Systems In Artificial Intelligence
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Author : Randall Davis
language : en
Publisher:
Release Date : 1982
Knowledge Based Systems In Artificial Intelligence written by Randall Davis and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1982 with Computers categories.
AM: discovery in mathematics as heuristic search. Example: discovering prime numbers. Agenda. Heuristics. Concepts. Results. Evaluating AM. Appendixes. Concepts. Heuristics. Trace. Bibliography. Teiresias: applications of meta-level knowledge. Explanation. Knowledge acquisition. Strategies. Conclusions. References.