Cognitive Operations

Models that Open the Black Box and Predict our Decisions

Gebonden Engels 2023 9783031319969
Verwachte levertijd ongeveer 9 werkdagen

Samenvatting

This book examines how people make decisions under risk and uncertainty in operational settings and opens the black box by specifying the cognitive processes that lead to human behavior. Drawing on economics, psychology and artificial intelligence, the book provides an innovative perspective on behavioral operations. It shows how to build optimization as well as heuristic models for describing human behavior and how to compare such models on various dimensions such as predictive power and transparency, as well as discussing interventions for improving human behavior. This book will be particularly valuable to academics and practitioners who seek to select a modeling approach that suits the operational decision at hand. 

Specificaties

ISBN13:9783031319969
Taal:Engels
Bindwijze:gebonden
Uitgever:Springer International Publishing

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Inhoudsopgave

Introduction: Why cognitive operations?.- Chapter 1: Approaches to cognitive modelling.- Chapter 2: Decisions under risk.- Chapter 3: Strategic interactions.- Chapter 4: Newsvendor problems.- Chapter 5: Decisions under uncertainty.- Chapter 6: Conclusions: The future of cognitive modelling is ahead.

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        Cognitive Operations