Complex Systems Modeling and Simulation in Economics and Finance
Author:   Shu-Heng Chen ,  Ying-Fang Kao ,  Ragupathy Venkatachalam ,  Ye-Rong Du
Publisher:   Springer International Publishing AG
Edition:   2018 ed.
ISBN:  

9783319996226


Pages:   307
Publication Date:   21 November 2018
Format:   Hardback
Availability:   Manufactured on demand   Availability explained
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Complex Systems Modeling and Simulation in Economics and Finance


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Overview

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 focuson economics and finance. At the same time it serves as a good overview for researchers who are interested in the topic.

Full Product Details

Author:   Shu-Heng Chen ,  Ying-Fang Kao ,  Ragupathy Venkatachalam ,  Ye-Rong Du
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   2018 ed.
Weight:   0.641kg
ISBN:  

9783319996226


ISBN 10:   3319996223
Pages:   307
Publication Date:   21 November 2018
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Agent-Based Macro Models.- Laboratory Experiments.- Expectations and Learning.- The Cross-Strait: Computational and Behavioral Approach to Economics.-  Quantitative Finance.- Theory of Heterogeneous Agents.- Modelling Economic Networks.- Computational Methods.- Agent-Based Models and Policy Design.- Agent-Based Models: Econometric issues and Validation.- Machine Learning in Finance.- Systemic Risks and Network Resilience.- House Prices and Mortgage Debt.- Dynamics of limit order markets.- Asset pricing and portfolio optimization.- Measuring risks in financial assets.

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