Algorithmic Decision-making in Microeconomic Environments - Kataria, Jyoti
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Algorithmic Decision-making in Microeconomic Environments explores the intersection of advanced algorithms and microeconomics, shedding light on how computational methods are reshaping decision-making processes in economic contexts. This book delves into the application of algorithms to microeconomic problems, ranging from pricing strategies and resource allocation to market design and consumer behavior analysis. Through a blend of theoretical insights and practical examples, readers gain a deep understanding of the capabilities and limitations of algorithmic decision-making in microeconomic…mehr

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Produktbeschreibung
Algorithmic Decision-making in Microeconomic Environments explores the intersection of advanced algorithms and microeconomics, shedding light on how computational methods are reshaping decision-making processes in economic contexts. This book delves into the application of algorithms to microeconomic problems, ranging from pricing strategies and resource allocation to market design and consumer behavior analysis. Through a blend of theoretical insights and practical examples, readers gain a deep understanding of the capabilities and limitations of algorithmic decision-making in microeconomic environments. From traditional optimization techniques to cutting-edge machine learning algorithms, the book examines various computational approaches and their implications for economic efficiency, equity, and social welfare.
Autorenporträt
Mme Jyoti Kataria est actuellement professeur adjoint à l'École d'ingénierie et de technologie de l'Université K. R. Mangalam. Mme Kataria poursuit actuellement son doctorat dans le domaine de l'informatique et de l'ingénierie. Ses recherches portent sur l'apprentissage automatique, l'apprentissage profond et la vision par ordinateur.