Artificial Intelligence, Learning and Computation in Economics and Finance - Understanding Complex Systems

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 variety of approaches such as agent-based modeling, numerical simulations, computable economics, as well as employing tools from artificial intelligence and machine learning algorithms. The use of computational approaches to perform counterfactual th

ISBN:	9783031152931
Publisher:	Springer Nature
Imprint:	Springer
Published date:	07 Dec 2022
Language:	German
Number of pages:	362
Weight:	-1g
Height:	235mm
Width:	155mm

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