Computation and Economic Theory

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Publisher :
ISBN 13 :
Total Pages : 261 pages
Book Rating : 4.:/5 (471 download)

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Book Synopsis Computation and Economic Theory by :

Download or read book Computation and Economic Theory written by and published by . This book was released on 2001 with total page 261 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Economics and Computation

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Publisher : Springer Nature
ISBN 13 : 3031600991
Total Pages : 779 pages
Book Rating : 4.0/5 (316 download)

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Book Synopsis Economics and Computation by : Jörg Rothe

Download or read book Economics and Computation written by Jörg Rothe and published by Springer Nature. This book was released on 2024 with total page 779 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook connects three vibrant areas at the interface between economics and computer science: algorithmic game theory, computational social choice, and fair division. It thus offers an interdisciplinary treatment of collective decision making from an economic and computational perspective. Part I introduces to algorithmic game theory, focusing on both noncooperative and cooperative game theory. Part II introduces to computational social choice, focusing on both preference aggregation (voting) and judgment aggregation. Part III introduces to fair division, focusing on the division of both a single divisible resource ("cake-cutting") and multiple indivisible and unshareable resources ("multiagent resource allocation"). In all these parts, much weight is given to the algorithmic and complexity-theoretic aspects of problems arising in these areas, and the interconnections between the three parts are of central interest.

Computation and Complexity in Economic Behavior and Organization

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Publisher : Cambridge University Press
ISBN 13 : 1139433733
Total Pages : 251 pages
Book Rating : 4.1/5 (394 download)

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Book Synopsis Computation and Complexity in Economic Behavior and Organization by : Kenneth R. Mount

Download or read book Computation and Complexity in Economic Behavior and Organization written by Kenneth R. Mount and published by Cambridge University Press. This book was released on 2002-06-24 with total page 251 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a model of computing and a measure of computational complexity which are intended to facilitate analysis of computations performed by people, machines, or a mixed system of people and machines. The model is designed to apply directly to models of economic theory, which typically involve continuous variables and smooth functions, without requiring analysis of approximations. The model permits analysis of the feasibility and complexity of the calculations required of economic agents in order for them to arrive at their decisions. The treatment contains applications of the model to game theory and economics, including comparison of the complexities of different solution concepts in certain bargaining games, and the trade-off between communication and computation in an example of an Edgeworth Box economy.

Economic Dynamics, second edition

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Publisher : MIT Press
ISBN 13 : 0262544776
Total Pages : 395 pages
Book Rating : 4.2/5 (625 download)

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Book Synopsis Economic Dynamics, second edition by : John Stachurski

Download or read book Economic Dynamics, second edition written by John Stachurski and published by MIT Press. This book was released on 2022-08-16 with total page 395 pages. Available in PDF, EPUB and Kindle. Book excerpt: The second edition of a rigorous and example-driven introduction to topics in economic dynamics that emphasizes techniques for modeling dynamic systems. This text provides an introduction to the modern theory of economic dynamics, with emphasis on mathematical and computational techniques for modeling dynamic systems. Written to be both rigorous and engaging, the book shows how sound understanding of the underlying theory leads to effective algorithms for solving real-world problems. The material makes extensive use of programming examples to illustrate ideas, bringing to life the abstract concepts in the text. Key topics include algorithms and scientific computing, simulation, Markov models, and dynamic programming. Part I introduces fundamentals and part II covers more advanced material. This second edition has been thoroughly updated, drawing on recent research in the field. New for the second edition: “Programming-language agnostic” presentation using pseudocode. New chapter 1 covering conceptual issues concerning Markov chains such as ergodicity and stability. New focus in chapter 2 on algorithms and techniques for program design and high-performance computing. New focus on household problems rather than optimal growth in material on dynamic programming. Solutions to many exercises, code, and other resources available on a supplementary website.

On the role of computation in economic theory

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Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (816 download)

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Book Synopsis On the role of computation in economic theory by : J. L. Bona

Download or read book On the role of computation in economic theory written by J. L. Bona and published by . This book was released on 1996 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Foundations of Mathematical and Computational Economics

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Publisher : Springer Science & Business Media
ISBN 13 : 3642137482
Total Pages : 547 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Foundations of Mathematical and Computational Economics by : Kamran Dadkhah

Download or read book Foundations of Mathematical and Computational Economics written by Kamran Dadkhah and published by Springer Science & Business Media. This book was released on 2011-01-11 with total page 547 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is a book on the basics of mathematics and computation and their uses in economics for modern day students and practitioners. The reader is introduced to the basics of numerical analysis as well as the use of computer programs such as Matlab and Excel in carrying out involved computations. Sections are devoted to the use of Maple in mathematical analysis. Examples drawn from recent contributions to economic theory and econometrics as well as a variety of end of chapter exercises help to illustrate and apply the presented concepts.

Mathematical Optimization and Economic Theory

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Publisher : SIAM
ISBN 13 : 0898715113
Total Pages : 515 pages
Book Rating : 4.8/5 (987 download)

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Book Synopsis Mathematical Optimization and Economic Theory by : Michael D. Intriligator

Download or read book Mathematical Optimization and Economic Theory written by Michael D. Intriligator and published by SIAM. This book was released on 2002-01-01 with total page 515 pages. Available in PDF, EPUB and Kindle. Book excerpt: A classic account of mathematical programming and control techniques and their applications to static and dynamic problems in economics.

On the Role of Computation in Economic Theory

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Publisher :
ISBN 13 :
Total Pages : 50 pages
Book Rating : 4.:/5 (318 download)

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Book Synopsis On the Role of Computation in Economic Theory by : Jerry L. Bona

Download or read book On the Role of Computation in Economic Theory written by Jerry L. Bona and published by . This book was released on 1994 with total page 50 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Artificial Intelligence and Economic Theory: Skynet in the Market

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Publisher : Springer
ISBN 13 : 3319661043
Total Pages : 206 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Artificial Intelligence and Economic Theory: Skynet in the Market by : Tshilidzi Marwala

Download or read book Artificial Intelligence and Economic Theory: Skynet in the Market written by Tshilidzi Marwala and published by Springer. This book was released on 2017-09-18 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book theoretically and practically updates major economic ideas such as demand and supply, rational choice and expectations, bounded rationality, behavioral economics, information asymmetry, pricing, efficient market hypothesis, game theory, mechanism design, portfolio theory, causality and financial engineering in the age of significant advances in man-machine systems. The advent of artificial intelligence has changed many disciplines such as engineering, social science and economics. Artificial intelligence is a computational technique which is inspired by natural intelligence concepts such as the swarming of birds, the working of the brain and the pathfinding of the ants. Artificial Intelligence and Economic Theory: Skynet in the Market analyses the impact of artificial intelligence on economic theories, a subject that has not been studied. It also introduces new economic theories and these are rational counterfactuals and rational opportunity costs. These ideas are applied to diverse areas such as modelling of the stock market, credit scoring, HIV and interstate conflict. Artificial intelligence ideas used in this book include neural networks, particle swarm optimization, simulated annealing, fuzzy logic and genetic algorithms. It, furthermore, explores ideas in causality including Granger as well as the Pearl causality models.

Computational Economics and Economic Theory

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Publisher :
ISBN 13 :
Total Pages : 64 pages
Book Rating : 4.:/5 (321 download)

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Book Synopsis Computational Economics and Economic Theory by : Kenneth L. Judd

Download or read book Computational Economics and Economic Theory written by Kenneth L. Judd and published by . This book was released on 1997 with total page 64 pages. Available in PDF, EPUB and Kindle. Book excerpt: This essay examines the idea and potential of a computational approach to theory, ' discusses methodological issues raised by such computational methods, and outlines the problems associated with the dissemination of computational methods and the exposition of computational results. We argue that the study of a theory need not be confined to proving theorems, that current and future computer technologies create new possibilities for theoretical analysis, and that by resolving these issues we can create an intellectual atmosphere in which computational methods will make substantial contributions to economic analysis.

Econometrics in a Formal Science of Economics

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Publisher : MIT Press
ISBN 13 : 0262028581
Total Pages : 389 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis Econometrics in a Formal Science of Economics by : Bernt P. Stigum

Download or read book Econometrics in a Formal Science of Economics written by Bernt P. Stigum and published by MIT Press. This book was released on 2015 with total page 389 pages. Available in PDF, EPUB and Kindle. Book excerpt: An examination of the role of theory in applied econometrics.

Economic Dynamics, second edition

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Publisher : MIT Press
ISBN 13 : 0262372444
Total Pages : 395 pages
Book Rating : 4.2/5 (623 download)

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Book Synopsis Economic Dynamics, second edition by : John Stachurski

Download or read book Economic Dynamics, second edition written by John Stachurski and published by MIT Press. This book was released on 2022-08-16 with total page 395 pages. Available in PDF, EPUB and Kindle. Book excerpt: The second edition of a rigorous and example-driven introduction to topics in economic dynamics that emphasizes techniques for modeling dynamic systems. This text provides an introduction to the modern theory of economic dynamics, with emphasis on mathematical and computational techniques for modeling dynamic systems. Written to be both rigorous and engaging, the book shows how sound understanding of the underlying theory leads to effective algorithms for solving real-world problems. The material makes extensive use of programming examples to illustrate ideas, bringing to life the abstract concepts in the text. Key topics include algorithms and scientific computing, simulation, Markov models, and dynamic programming. Part I introduces fundamentals and part II covers more advanced material. This second edition has been thoroughly updated, drawing on recent research in the field. New for the second edition: “Programming-language agnostic” presentation using pseudocode. New chapter 1 covering conceptual issues concerning Markov chains such as ergodicity and stability. New focus in chapter 2 on algorithms and techniques for program design and high-performance computing. New focus on household problems rather than optimal growth in material on dynamic programming. Solutions to many exercises, code, and other resources available on a supplementary website.

Mathematical topics in economic theory and computation ed. by d. and r

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Publisher :
ISBN 13 :
Total Pages : 149 pages
Book Rating : 4.:/5 (464 download)

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Book Synopsis Mathematical topics in economic theory and computation ed. by d. and r by : Richard H. Day

Download or read book Mathematical topics in economic theory and computation ed. by d. and r written by Richard H. Day and published by . This book was released on 1972 with total page 149 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Numerical Methods in Economics

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Publisher : MIT Press
ISBN 13 : 0262547740
Total Pages : 657 pages
Book Rating : 4.2/5 (625 download)

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Book Synopsis Numerical Methods in Economics by : Kenneth L. Judd

Download or read book Numerical Methods in Economics written by Kenneth L. Judd and published by MIT Press. This book was released on 2023-04-04 with total page 657 pages. Available in PDF, EPUB and Kindle. Book excerpt: To harness the full power of computer technology, economists need to use a broad range of mathematical techniques. In this book, Kenneth Judd presents techniques from the numerical analysis and applied mathematics literatures and shows how to use them in economic analyses. The book is divided into five parts. Part I provides a general introduction. Part II presents basics from numerical analysis on R^n, including linear equations, iterative methods, optimization, nonlinear equations, approximation methods, numerical integration and differentiation, and Monte Carlo methods. Part III covers methods for dynamic problems, including finite difference methods, projection methods, and numerical dynamic programming. Part IV covers perturbation and asymptotic solution methods. Finally, Part V covers applications to dynamic equilibrium analysis, including solution methods for perfect foresight models and rational expectation models. A website contains supplementary material including programs and answers to exercises.

Computational Aspects of General Equilibrium Theory

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Publisher : Springer Science & Business Media
ISBN 13 : 3540765913
Total Pages : 204 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Computational Aspects of General Equilibrium Theory by : Donald Brown

Download or read book Computational Aspects of General Equilibrium Theory written by Donald Brown and published by Springer Science & Business Media. This book was released on 2008-01-08 with total page 204 pages. Available in PDF, EPUB and Kindle. Book excerpt: This monograph presents a general equilibrium methodology for microeconomic policy analysis. It is intended to serve as an alternative to the now classical, axiomatic general equilibrium theory as exposited in Debreu`s Theory of Value (1959) or Arrow and Hahn`s General Competitive Analysis (1971). The monograph consists of several essays written over the last decade. It also contains an appendix by Charles Steinhorn on the elements of O-minimal structures.

Information and Communication Technologies (ICT) in Economic Modeling

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Publisher : Springer
ISBN 13 : 3030226050
Total Pages : 198 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Information and Communication Technologies (ICT) in Economic Modeling by : Federico Cecconi

Download or read book Information and Communication Technologies (ICT) in Economic Modeling written by Federico Cecconi and published by Springer. This book was released on 2019-07-30 with total page 198 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the effects of integrating information and communication technologies (ICT) and economic processes in macroeconomic dynamics, finance, marketing, industrial policies, and in government economic strategy. The text explores modeling and applications in these fields and also describes, in a clear and accessible manner, the theories that guide the integration among information technology (IT), telecommunications, and the economy, while presenting examples of their applications. Current trends such as artificial intelligence, machine learning, and big data technologies used in economics are also included. This volume is suitable for researchers, practitioners, and students working in economic theory and the computational social sciences.

Computational Macroeconomics for the Open Economy

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Publisher : MIT Press
ISBN 13 : 0262552833
Total Pages : 251 pages
Book Rating : 4.2/5 (625 download)

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Book Synopsis Computational Macroeconomics for the Open Economy by : G. C. Lim

Download or read book Computational Macroeconomics for the Open Economy written by G. C. Lim and published by MIT Press. This book was released on 2024-08-06 with total page 251 pages. Available in PDF, EPUB and Kindle. Book excerpt: How to use nonlinear dynamic models in policy analysis. Policymakers need quantitative as well as qualitative answers to pressing policy questions. Because of advances in computational methods, quantitative estimates are now derived from coherent nonlinear dynamic macroeconomic models embodying measures of risk and calibrated to capture specific characteristics of real-world situations. This text shows how such models can be made accessible and operational for confronting policy issues. The book starts with a simple setting based on market-clearing price flexibility. It gradually incorporates departures from the simple competitive framework in the form of price and wage stickiness, taxes, rigidities in investment, financial frictions, and habit persistence in consumption. Most chapters end with computational exercises; the Matlab code for the base model can be found in the appendix. As the models evolve, readers are encouraged to modify the codes from the first simple model to more complex extensions. Computational Macroeconomics for the Open Economy can be used by graduate students in economics and finance as well as policy-oriented researchers.