Bounded Rational Choice Behaviour
Applications in Transport
- 288 pages
- English
- PDF
- Available on iOS & Android
Bounded Rational Choice Behaviour
Applications in Transport
About This Book
This book brings together frontier research in transportation and travel behaviour on the formulation and estimation of models of bounded rationality to analyse and predict various facets underlying daily activity-travel behaviour. Key behavioural principles and mechanisms relate to simplifying decision complexity by ignoring particular attributes, developing context and task-dependent mental representations, deriving decision heuristics, adding emotional aspects to cognitive assessments of choice options, regret-minimization, semi-compensatory decision rules based on mental effort and risk perception, learning and adaptation, satisfying decision rules and prospect theoretic approaches. The book is important reading for transportation researchers and professionals who are interested in the latest developments in transport demand forecasting. It offers historical reviews of the development of models of bounded rationality in this field of research, and a variety of new concepts and modelling approaches that should be inspirational to both new and experienced researchers in this field of research and application.
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Table of contents
- Front Cover
- Bounded Rational Choice Behaviour: Applications in Transport
- Copyright page
- Contents
- List of Contributors
- Preface
- Frontiers in Modelling Bounded Rationality in Travel Behaviour Research: Introduction to the Collection of Chapters
- Chapter 1 Models of Bounded Rationality under Certainty
- Chapter 2 Utility Maximisation and Regret Minimisation: A Mixture of a Generalisation
- Chapter 3 Relative Utility Modelling
- Chapter 4 The Influence of Varying Information Load on Inferred Attribute Non-Attendance
- Chapter 5 The Heterogeneous Heuristic Modeling Framework for Inferring Decision Processes
- Chapter 6 Investigating Situational Differences in Individualsâ Mental Representations of Activity-Travel Decisions: Progress and Empirical Illustration for the Impact of Online Alternatives
- Chapter 7 Towards a Novel Classifier for the Representation of Bounded Rationality in Models of Travel Demand
- Chapter 8 Bounded Rationality in Dynamic Traffic Assignment
- Chapter 9 Incorporating Bounded Rationality in a Model of Endogenous Dynamics of Activity-Travel Behaviour
- Chapter 10 Multidimensional Travel Decision-Making: Descriptive Behavioural Theory and Agent-Based Models
- Chapter 11 Prospect Theory and its Applications to the Modelling of Travel Choice
- About the Authors
- Index