Intelligent and Complex Systems in Economics and Business

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Publisher : Springer Nature
ISBN 13 : 3030591913
Total Pages : 120 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Intelligent and Complex Systems in Economics and Business by : Ernesto León-Castro

Download or read book Intelligent and Complex Systems in Economics and Business written by Ernesto León-Castro and published by Springer Nature. This book was released on 2020-12-07 with total page 120 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a compilation of works of different areas that seek to apply the intelligent and complex systems in various applied problems. The problems that are worked in the book are the evaluation of the competence of the states, fuzzy classification, relationship between incentives and innovation, design of new products, analysis of profiles in social networks, innovation capabilities, software development, business growth, leadership and use of big data.

Complex Systems Modeling and Simulation in Economics and Finance

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Publisher : Springer
ISBN 13 : 331999624X
Total Pages : 307 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Complex Systems Modeling and Simulation in Economics and Finance by : Shu-Heng Chen

Download or read book Complex Systems Modeling and Simulation in Economics and Finance written by Shu-Heng Chen and published by Springer. This book was released on 2018-11-20 with total page 307 pages. Available in PDF, EPUB and Kindle. Book excerpt: This title brings together frontier research on complex economic systems, heterogeneous interacting agents, bounded rationality, and nonlinear dynamics in economics. The book contains the proceedings of the CEF2015 (21st Computing in Economics in Finance), held 20-22 June 2015 in Taipei, Taiwan, and addresses some of the important driving forces for various emergent properties in economies, when viewed as complex systems. The breakthroughs reported in this book are a result of an interdisciplinary approach and simulation remains the unifying theme for these papers as they deal with a wide range of topics in economics. The text is a valuable addition to the efforts in promoting the complex systems view in economic science. The computational experiments reported in the book are both transparent and replicable. Complex System Modeling and Simulation in Economics and Finance is useful for graduate courses of complex systems, with particular focus on economics and finance. At the same time it serves as a good overview for researchers who are interested in the topic.

Unified Computational Intelligence for Complex Systems

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Publisher : Springer Science & Business Media
ISBN 13 : 3642031803
Total Pages : 123 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Unified Computational Intelligence for Complex Systems by : John Seiffertt

Download or read book Unified Computational Intelligence for Complex Systems written by John Seiffertt and published by Springer Science & Business Media. This book was released on 2010-07-15 with total page 123 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computational intelligence encompasses a wide variety of techniques that allow computation to learn, to adapt, and to seek. That is, they may be designed to learn information without explicit programming regarding the nature of the content to be retained, they may be imbued with the functionality to adapt to maintain their course within a complex and unpredictably changing environment, and they may help us seek out truths about our own dynamics and lives through their inclusion in complex system modeling. These capabilities place our ability to compute in a category apart from our ability to erect suspension bridges, although both are products of technological advancement and reflect an increased understanding of our world. In this book, we show how to unify aspects of learning and adaptation within the computational intelligence framework. While a number of algorithms exist that fall under the umbrella of computational intelligence, with new ones added every year, all of them focus on the capabilities of learning, adapting, and helping us seek. So, the term unified computational intelligence relates not to the individual algorithms but to the underlying goals driving them. This book focuses on the computational intelligence areas of neural networks and dynamic programming, showing how to unify aspects of these areas to create new, more powerful, computational intelligence architectures to apply to new problem domains.

Soft Computing and its Applications in Business and Economics

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Publisher : Springer
ISBN 13 : 3540444297
Total Pages : 457 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Soft Computing and its Applications in Business and Economics by : Rafik Aziz Aliev

Download or read book Soft Computing and its Applications in Business and Economics written by Rafik Aziz Aliev and published by Springer. This book was released on 2012-08-10 with total page 457 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Soft Computing and its Applications in Business and Economics," or SC-BE for short, is a work whose importance is hard to exaggerate. Authored by leading contributors to soft computing and its applications, SC-BE is a sequel to an earlier book by Professors R. A. Aliev and R. R. Aliev, "Soft Computing and Its Applications," World Scientific, 200l. SC-BE is a self-contained exposition of the foundations of soft computing, and presents a vast compendium of its applications to business, finance, decision analysis and economics. One cannot but be greatly impressed by the wide variety of applications - applications ranging from use of fuzzy logic in transportation and health case systems, to use of a neuro-fuzzy approach to modeling of credit risk in trading, and application of soft computing to e-commerce. To view the contents of SC-BE in a clearer perspective, a bit of history is in order. In science, as in other realms of human activity, there is a tendency to be nationalistic - to commit oneself to a particular methodology and relegate to a position of inferiority or irrelevance all alternative methodologies. As we move further into the age of machine intelligence and automated reasoning, we run into more and more problems which do not lend themselves to solution through the use of our favorite methodology.

Complexity and the Economy

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Publisher : Oxford University Press, USA
ISBN 13 : 0199334293
Total Pages : 241 pages
Book Rating : 4.1/5 (993 download)

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Book Synopsis Complexity and the Economy by : W. Brian Arthur

Download or read book Complexity and the Economy written by W. Brian Arthur and published by Oxford University Press, USA. This book was released on 2015 with total page 241 pages. Available in PDF, EPUB and Kindle. Book excerpt: A collection of previous published papers by the author on the subject of complexity economics, appearing from the 1980s to the present.

Intelligent Transportation Related Complex Systems and Sensors

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Publisher : MDPI
ISBN 13 : 3036508481
Total Pages : 494 pages
Book Rating : 4.0/5 (365 download)

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Book Synopsis Intelligent Transportation Related Complex Systems and Sensors by : Kyandoghere Kyamakya

Download or read book Intelligent Transportation Related Complex Systems and Sensors written by Kyandoghere Kyamakya and published by MDPI. This book was released on 2021-09-01 with total page 494 pages. Available in PDF, EPUB and Kindle. Book excerpt: Building around innovative services related to different modes of transport and traffic management, intelligent transport systems (ITS) are being widely adopted worldwide to improve the efficiency and safety of the transportation system. They enable users to be better informed and make safer, more coordinated, and smarter decisions on the use of transport networks. Current ITSs are complex systems, made up of several components/sub-systems characterized by time-dependent interactions among themselves. Some examples of these transportation-related complex systems include: road traffic sensors, autonomous/automated cars, smart cities, smart sensors, virtual sensors, traffic control systems, smart roads, logistics systems, smart mobility systems, and many others that are emerging from niche areas. The efficient operation of these complex systems requires: i) efficient solutions to the issues of sensors/actuators used to capture and control the physical parameters of these systems, as well as the quality of data collected from these systems; ii) tackling complexities using simulations and analytical modelling techniques; and iii) applying optimization techniques to improve the performance of these systems.

Computing Predictive Analytics, Business Intelligence, and Economics

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Publisher : CRC Press
ISBN 13 : 0429878710
Total Pages : 294 pages
Book Rating : 4.4/5 (298 download)

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Book Synopsis Computing Predictive Analytics, Business Intelligence, and Economics by : Cyrus F. Nourani

Download or read book Computing Predictive Analytics, Business Intelligence, and Economics written by Cyrus F. Nourani and published by CRC Press. This book was released on 2019-06-26 with total page 294 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume brings together research and system designs that address the scientific basis and the practical systems design issues that support areas ranging from intelligent business interfaces and predictive analytics to economics modeling. Applications for management science and IT have been of interest areas for business schools and computing experts during recent years. Among the areas that are being treated are modern analytics, heterogeneous computing, business intelligence, ERP (enterprise resource planning), and decision science. Consumers have been pledging their love for data visualizations for a while now, and data is the area being explored, such as B2B and EC (E-commerce), E-business and the Intelligent Web, CRM (customer relationship management), infrastructures, and more. The digitization implications of these many new applications are described and explored in this informative volume.

Economics and Artificial Intelligence

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Publisher : Elsevier
ISBN 13 : 1483191060
Total Pages : 211 pages
Book Rating : 4.4/5 (831 download)

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Book Synopsis Economics and Artificial Intelligence by : Jean-Louis Roos

Download or read book Economics and Artificial Intelligence written by Jean-Louis Roos and published by Elsevier. This book was released on 2014-05-09 with total page 211 pages. Available in PDF, EPUB and Kindle. Book excerpt: Economics and Artificial Intelligence documents the proceedings of the IFAC/IFORS/IFIP/IASC/AFCET Conference held in Aix-en-Provence, France on September 2-4, 1986. This book discusses the design of intelligent dialogue in D.S.S. qualitative modeling of economic studies; basic propositions for intelligent systems design methods; and expert systems for confirmatory data analysis. The artificial intelligence for transaction cost economizing; knowledge-based evaluation of strategic investments; and reasoning system for the guidance of technological transfer are also elaborated. This text likewise covers the A.I. impacts on the process of the division of labor; using automated techniques to generate expert systems for R&D project monitoring; and intelligent support to decision making process. This compilation is a good reference for students and researchers conducting work on the nature of economics and artificial intelligence.

Barriers and Bounds to Rationality

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Publisher : Princeton University Press
ISBN 13 : 0691026769
Total Pages : 292 pages
Book Rating : 4.6/5 (91 download)

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Book Synopsis Barriers and Bounds to Rationality by : Peter Albin

Download or read book Barriers and Bounds to Rationality written by Peter Albin and published by Princeton University Press. This book was released on 1998-04-26 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: Peter Albin is known for his seminal work in applying the concepts of adaptive dynamical systems, first developed by biologists and physicists, to the study of economic systems. This book is a collection of his pathbreaking articles on the application of cellular automata and complexity theory to economic problems. Duncan Foley provides a thoughtful introduction in which he reviews the disparate analytical sources of Albin's work in the theories of nonlinear dynamical systems, economic dynamics, cellular automata, linguistic and computational complexity, and bounded rationality. Albin has analyzed economic systems as interactions of highly complex components (i.e., intelligent human beings). He uses the theories of generative linguistics and cellular automata to establish that the complexity level of economic systems is, in principle at least, that of a Turing machine or general-purpose computer, establishing that classic economic approaches to the problems of household and firm choice, macroeconomic prediction, and policy evaluation may give rise to undecidable propositions and uncomputable functions. He develops simple models of dynamic economic interaction based on cellular automata which illustrate the inherent complexity of economic interactions and the resulting challenge they pose to traditional theories of rational economic behavior. These models explore the dynamics of the business cycle, decentralized market trading, and the emergence of cooperation in a novel local-interaction version of the repeated prisoners' dilemma game. Albin's work provides a unique and important perspective on economic systems.

Agent-based Approaches in Economic and Social Complex Systems

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Publisher : IOS Press
ISBN 13 : 9781586032258
Total Pages : 276 pages
Book Rating : 4.0/5 (322 download)

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Book Synopsis Agent-based Approaches in Economic and Social Complex Systems by : Akira Namatame

Download or read book Agent-based Approaches in Economic and Social Complex Systems written by Akira Namatame and published by IOS Press. This book was released on 2002 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume explores the field of artificial intelligence and features in-depth coverage of important theoretical areas including computational organization, computational economics, computational approaches in social science, and game theory. The conception of the multi-agent system is particularly attractive, as it promises autonomy based on the conceptual speciality of a rational agent as well as collective behaviour through interactions.

The Economics of Artificial Intelligence

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Publisher : University of Chicago Press
ISBN 13 : 0226833127
Total Pages : 172 pages
Book Rating : 4.2/5 (268 download)

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Book Synopsis The Economics of Artificial Intelligence by : Ajay Agrawal

Download or read book The Economics of Artificial Intelligence written by Ajay Agrawal and published by University of Chicago Press. This book was released on 2024-03-05 with total page 172 pages. Available in PDF, EPUB and Kindle. Book excerpt: A timely investigation of the potential economic effects, both realized and unrealized, of artificial intelligence within the United States healthcare system. In sweeping conversations about the impact of artificial intelligence on many sectors of the economy, healthcare has received relatively little attention. Yet it seems unlikely that an industry that represents nearly one-fifth of the economy could escape the efficiency and cost-driven disruptions of AI. The Economics of Artificial Intelligence: Health Care Challenges brings together contributions from health economists, physicians, philosophers, and scholars in law, public health, and machine learning to identify the primary barriers to entry of AI in the healthcare sector. Across original papers and in wide-ranging responses, the contributors analyze barriers of four types: incentives, management, data availability, and regulation. They also suggest that AI has the potential to improve outcomes and lower costs. Understanding both the benefits of and barriers to AI adoption is essential for designing policies that will affect the evolution of the healthcare system.

Applying Fuzzy Logic for the Digital Economy and Society

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Publisher : Springer
ISBN 13 : 3030033686
Total Pages : 207 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Applying Fuzzy Logic for the Digital Economy and Society by : Andreas Meier

Download or read book Applying Fuzzy Logic for the Digital Economy and Society written by Andreas Meier and published by Springer. This book was released on 2019-02-28 with total page 207 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited book presents the state-of-the-art of applying fuzzy logic to managerial decision-making processes in areas such as fuzzy-based portfolio management, recommender systems, performance assessment and risk analysis, among others. Presenting the latest research, with a strong focus on applications and case studies, it is a valuable resource for researchers, practitioners, project leaders and managers wanting to apply or improve their fuzzy-based skills.

Uncertain Computation-based Decision Theory

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Publisher : World Scientific
ISBN 13 : 9813228954
Total Pages : 540 pages
Book Rating : 4.8/5 (132 download)

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Book Synopsis Uncertain Computation-based Decision Theory by : Aliev Rafig Aziz

Download or read book Uncertain Computation-based Decision Theory written by Aliev Rafig Aziz and published by World Scientific. This book was released on 2017-12-06 with total page 540 pages. Available in PDF, EPUB and Kindle. Book excerpt: Uncertain computation is a system of computation and reasoning in which the objects of computation are not values of variables but restrictions on values of variables. This compendium includes uncertain computation examples based on interval arithmetic, probabilistic arithmetic, fuzzy arithmetic, Z-number arithmetic, and arithmetic with geometric primitives. The principal problem with the existing decision theories is that they do not have capabilities to deal with such environment. Up to now, no books where decision theories based on all generalizations level of information are considered. Thus, this self-containing volume intends to overcome this gap between real-world settings' decisions and their formal analysis. Contents: Decision EnvironmentAnalysis of the Existing Decision TheoriesInterval ComputationProbabilistic ArithmeticFuzzy Type-1 and Fuzzy Type-2 ComputationsComputation with Z-NumbersComputation with U-NumbersFuzzy Geometry Based ComputationsInterval Granular-Based Decision MakingDecision Making in Fuzzy EnvironmentThe Z-Restriction Centered Decision TheorySimulation and Applications Readership: Researchers, academics, professionals and graduate students in fuzzy logic, decision sciences and mathematical economics. Keywords: Uncertain Computation;Decision Making;Interval Arithmetic;Fuzzy Arithmetic;Z-Number;Combined State;Fuzzy EconomicsReview:0

Computational Intelligence in Business and Economics

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Publisher :
ISBN 13 : 9814462918
Total Pages : pages
Book Rating : 4.8/5 (144 download)

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Book Synopsis Computational Intelligence in Business and Economics by :

Download or read book Computational Intelligence in Business and Economics written by and published by . This book was released on with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

It's Not Complicated

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Publisher : University of Toronto Press
ISBN 13 : 1487514786
Total Pages : 248 pages
Book Rating : 4.4/5 (875 download)

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Book Synopsis It's Not Complicated by : Rick Nason

Download or read book It's Not Complicated written by Rick Nason and published by University of Toronto Press. This book was released on 2017-05-08 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the new knowledge economy, traditional modes of thinking are no longer effective. Compartmentalizing problems and solutions and assuming everything can be solved with the right formula can no longer keep pace with the radical changes occurring daily in the modern business world. It’s Not Complicated offers a paradigm shift for business professionals looking for simplified solutions to complex problems. In his straightforward and highly engaging style, Rick Nason introduces the principles of “complexity thinking” which empower managers to understand, correlate, and explain a diverse range of business phenomena. For example, why some new products go viral while others remain unnoticed, how office cliques develop despite collaborative work policies and spaces, how economic bubbles form, and how an unknown retiree foiled one of the most carefully planned product launches ever with a single letter to the editor of his local newspaper. Rather than consider complicated and complex as interchangeable terms, Rick Nason explains what complexity is, how it arises, and the errors in solving complex situations with complicated thinking. It’s Not Complicated provides managers with fresh, counterintuitive, and actionable models for dealing with challenging business problems.

Complex Systems Design & Management Asia

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Publisher : Springer
ISBN 13 : 3030028860
Total Pages : 99 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Complex Systems Design & Management Asia by : Michel Alexandre Cardin

Download or read book Complex Systems Design & Management Asia written by Michel Alexandre Cardin and published by Springer. This book was released on 2018-11-16 with total page 99 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers all papers presented at the third edition of the international conference “Complex Systems Design & Management Asia” (CSD&M Asia 2018), which was held at the National University of Singapore (NUS) on December 6-7, 2018. Mastering complex systems requires an integrated understanding of industrial practices as well as sophisticated theoretical techniques and tools. This vision was the inspiration for creating an annual forum in the Asia-Pacific region dedicated to bringing together academic researchers & industrial actors working on architecture, modeling & engineering of complex technical & organizational systems. These proceedings cover the latest trends in the emerging field of complex systems, both from an academic and a professional perspective. Special emphasis is placed on “Smart Transportation.” The CSD&M Asia 2018 conference is organized under the guidance of CESAM Community which is managed by the non-profit organization CESAMES. The goal of CESAM Community is to structure the sharing of good practices in enterprise and systems architecture, and to certify the level of knowledge and proficiency in this field by means of CESAM certification.

Multi-Chaos, Fractal and Multi-Fractional Artificial Intelligence of Different Complex Systems

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Publisher : Academic Press
ISBN 13 : 0323886167
Total Pages : 352 pages
Book Rating : 4.3/5 (238 download)

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Book Synopsis Multi-Chaos, Fractal and Multi-Fractional Artificial Intelligence of Different Complex Systems by : Yeliz Karaca

Download or read book Multi-Chaos, Fractal and Multi-Fractional Artificial Intelligence of Different Complex Systems written by Yeliz Karaca and published by Academic Press. This book was released on 2022-06-22 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multi-Chaos, Fractal and Multi-Fractional Artificial Intelligence of Different Complex Systems addresses different uncertain processes inherent in the complex systems, attempting to provide global and robust optimized solutions distinctively through multifarious methods, technical analyses, modeling, optimization processes, numerical simulations, case studies as well as applications including theoretical aspects of complexity. Foregrounding Multi-chaos, Fractal and Multi-fractional in the era of Artificial Intelligence (AI), the edited book deals with multi- chaos, fractal, multifractional, fractional calculus, fractional operators, quantum, wavelet, entropy-based applications, artificial intelligence, mathematics-informed and data driven processes aside from the means of modelling, and simulations for the solution of multifaceted problems characterized by nonlinearity, non-regularity and self-similarity, frequently encountered in different complex systems. The fundamental interacting components underlying complexity, complexity thinking, processes and theory along with computational processes and technologies, with machine learning as the core component of AI demonstrate the enabling of complex data to augment some critical human skills. Appealing to an interdisciplinary network of scientists and researchers to disseminate the theory and application in medicine, neurology, mathematics, physics, biology, chemistry, information theory, engineering, computer science, social sciences and other far-reaching domains, the overarching aim is to empower out-of-the-box thinking through multifarious methods, directed towards paradoxical situations, uncertain processes, chaotic, transient and nonlinear dynamics of complex systems. Constructs and presents a multifarious approach for critical decision-making processes embodying paradoxes and uncertainty. Includes a combination of theory and applications with regard to multi-chaos, fractal and multi-fractional as well as AI of different complex systems and many-body systems. Provides readers with a bridge between application of advanced computational mathematical methods and AI based on comprehensive analyses and broad theories.