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Artificial Intelligence, Learning and Computation in Economics and Finance
This book presents frontier research on the use of computational methods to model complex interactions in economics and finance. Artificial Intelligence, Machine Learning and simulations offer effective means of analyzing and learning from large as well as new types of data. These computational tools have permeated various subfields of economics, finance, and also across different schools of economic thought. Through 16 chapters written by pioneers in economics, finance, computer science, psychology, complexity and statistics/econometrics, the book introduces their original research and presents the findings they have yielded. Theoretical and empirical studies featured in this book draw on a...
Economics and Art Theory
Drawing on an interdisciplinary panel of contributors, this book presents a stimulating dialogue between economics and art theory and considers how this might aid our understanding of both areas of research. The collection explores themes which both fields share, including rationality, abstraction and model building, the nature of social reality, representation and transformation. The contributions employ a broad range of methods to investigate the links between economics and art, and their coverage includes architecture, history of ideas, art theory, literature studies and beyond. This innovative volume will be of interest to advanced students and scholars of economic theory, cultural economics, literary and art theory and it intends to be a starting point for new avenues of interdisciplinary research.
Credit Cooperative Institutions in European Countries
This book offers a comparative analysis of credit cooperative systems across 23 European countries. Cooperative banking has an important place in the financial, economic and social life of most European countries, and while cooperative banks, credit mutuals, credit cooperatives and credit unions share the spirit of cooperation and mutuality, they often have very different features, history and development. The book examines the evolution and current model of each credit cooperative system, its importance for the national and local banking markets, as well as the impact of the financial crisis on cooperative banking, and also presents the sharp contrasts between these systems throughout the EU. It is of significant scientific and practical interest and enables policymakers, practitioners and academics at European and national levels to deepen their understanding of the evolution of the system and its governance.
Agent-Based Approaches in Economics and Social Complex Systems IX
This book includes many cases that provide new perspectives in developing agent-based modeling and simulation. The real problems are complex, and sophisticated methodology is needed to handle them. Agent-based modeling and simulation is one methodology that provides a bottom-up experimental approach applicable to social sciences such as economics, management, sociology, and politics as well as some engineering fields dealing with social activities. However, to improve the applicability of agent-based modeling and simulation methods, a new perspective is needed. In this book, that new perspective is developed and utilized to deal with many cases of real-world problems such as the supply chain, land use and land cover, transportation, health, services, economics, and social problems. The cases are selected from papers presented at the Ninth International Workshop on Agent-Based Approaches in Economic and Social Complex Systems held in Bali, Indonesia, in 2015. At the workshop, 29 reviewed full papers were presented, and of those, 16 were selected to be included in this volume.
Decision Economics: Minds, Machines, and their Society
This book is the result of a multi-year research project led and sponsored by the University of Chieti-Pescara, National Chengchi University, University of Salamanca, and Osaka University. It is the fifth volume to emerge from that international project, held under the aegis of the United Nations Academic Impact in 2020. All the essays in this volume were (virtually) discussed at the University of L’Aquila―as the venue of the 2nd International Conference on Decision Economics, a three-day global gathering of approximately one hundred scholars and practitioners—and were subjected to thorough peer review by leading experts in the field. The essays reflect the extent, diversity, and richn...
Handbook on the History of Economic Analysis Volume I
Volume I contains original biographical profiles of many of the most important and influential economists from the seventeenth century to the present day. These inform the reader about their lives, works and impact on the further development of the discipline. The emphasis is on their lasting contributions to our understanding of the complex system known as the economy. The entries also shed light on the means and ways in which the functioning of this system can be improved and its dysfunction reduced.
Keynesian, Sraffian, Computable and Dynamic Economics
This book explores an alternative approach to the conventional, market-based, view of economic theory and economic policy, at theoretical, numerical and applicable levels. The chapters provide a theoretical, empirical, and algorithmic approach to marcodynamics, Sraffian economics, and current policy issues. Post-Keynesian macroeconomics, business cycle theory, the trade cycle, microfoundations, and the Philips Machine are also covered. This book aims to challenge orthodox ideas and provide a lens through which to honour the work of Stefano Zambelli. It will be of relevant to students and academics interested in economics.
Capitalism
In Capitalism, Anwar Shaikh demonstrates that most of the central propositions of economic analysis can be derived without any reference to hyperrationality, optimization, perfect competition, perfect information, representative agents or so-called rational expectations. These include the laws of demand and supply, the determination of wage and profit rates, technological change, relative prices, interest rates, bond and equity prices, exchange rates, terms and balance of trade, growth, unemployment, inflation, and long booms culminating in recurrent general crises.
A Reflection on Sraffa’s Revolution in Economic Theory
This book presents a substantial collection of essays from a wide range of well respected scholars addressing several aspects of Piero Sraffa’s economics in light of continuing controversies over the interpretation that should be placed on his work. It moves beyond extant scholarship with an added emphasis on the philosophical dimension of Sraffa’s seminal work, Production of Commodities by Means of Commodities. Contributors probe new ways of thinking about the political economy of Sraffa and in doing so, alongside the comments to each contribution by other scholars, provide a cutting edge debate and discussion on non-mainstream economic theory. This book will be of interest to academics and advanced graduate students in economics, with additional interest from scholars in philosophy and the methodology of science.
Highlights of Practical Applications of Agents, Multi-Agent Systems, and Complexity: The PAAMS Collection
This book constitutes the refereed proceedings of the 11 workshops co-located with the 16th International Conference on Practical Applications of Agents and Multi-Agent Systems, PAAMS 2018, held in Toledo, Spain, in June 2018. The 47 full papers presented were carefully reviewed and selected from 72 submissions. The volume presents the papers that have been accepted for the following workshops: Workshop on Agents and Multi-agent Systems for AAL and e-HEALTH; Workshop on Agent based Applications for Air Transport; Workshop on Agent-based Artificial Markets Computational Economics; Workshop on Agent-Based Solutions for Manufacturing and Supply Chain; Workshop on MAS for Complex Networks and Social Computation; Workshop on Intelligent Systems and Context Information Fusion; Workshop on Multi-agent based Applications for Energy Markets, Smart Grids and Sustainable Energy Systems; Workshop on Multiagent System based Learning Environments; Workshop on Smart Cities and Intelligent Agents; Workshop on Swarm Intelligence and Swarm Robotics; Workshop on Multi-Agent Systems and Simulation.
