From the reviews:
This is a fascinating ... new book covering mathematical modeling of various aspects of addiction. ... Written and edited by experts in the field, this is a welcome addition to the neuroscientific literature of addictions. ... Each chapter concludes with timely and relevant citations of the scientific literature. ... This new ... book is a stimulating introduction to the field for those with the computational neuroscientific background knowledge to comprehend it. (Michael Joel Schrift, Doody's Book Reviews, March, 2013)Foreword: P Dayan
Part 1 - Pharmacological-based models of addiction
Chapter 1. Simple deterministic mathematical Model of maintained drug delf-Administration behavior and its pharmacological applications.
V.L. Tsibulsky* and A.B. Norman
Chapter 2. Intermittent Adaptation : A mathematical model of drug tolerance,
dependence and addiction.
A. Peper
Chapter 3. Control theory and addictive behavior.
D. Newlin, P.A. Regalia, T.I. Seidman, G. Bobashev
Part 2 - Neurocomputational models of addiction
Chapter 4. Circuit models of addiction: receptors and neural dynamics in nicotine self-administration.
M. Graupner and B. Gutkin
Chapter 5. N Dual-system learning models and drugs of abuse.
N.D. Daw and D.A. Simon.
Chapter 6. Modeling decision-making systems in addiction
Z. Kurth-Nelson and A. D. Redish
Chapter 7. Computational models of incentive-sensitization in addiction: Dynamic limbic transformation of learning into motivation
J. Zhang, K. C. Berridge, and J. W. Aldridge
Chapter 8. Understanding addiction as a pathological state of multiple decision making processes: a neurocomputational perspective.
M. Keramati, A. Dezfouli and P. Piray
Part 3 - Economic-based models of addiction
Chapter 9. Policies and priors
K Friston
Chapter 10. Toward a Computationally Unified Behavioral-Economic Model of Addiction
E.T. Mueller, L.P. Carter and W.K. Bickel
Chapter 11. Simulating Patterns of Heroin Addiction within the Social Context of a Local Heroin Market
L. Hoffer, G. Bobashev and R. J Morris
Chapter 10. Toward a Computationally Unified Behavioral-Economic Model of Addiction
E.T. Mueller, L.P. Carter and W.K. Bickel
Chapter 11. Simulating Patterns of Heroin Addiction within the Social Context of a Local Heroin Market
L. Hoffer, G. Bobashev and R. J Morris