Proquest Dissertations

Total Page:16

File Type:pdf, Size:1020Kb

Proquest Dissertations Sons of Barabbas or Sons of Descartes? An evolutionary game-theoretic view of psychopathy by Lloyd D. Balbuena A thesis submitted to the Faculty of Graduate Studies and Postdoctoral Affairs in partial fulfilment of the requirements for the degree of Doctor of Philosophy in Cognitive Science Carleton University Ottawa, Ontario ©2010, Lloyd D. Balbuena Library and Archives Bibliotheque et 1*1 Canada Archives Canada Published Heritage Direction du Branch Patrimoine de I'edition 395 Wellington Street 395, rue Wellington OttawaONK1A0N4 OttawaONK1A0N4 Canada Canada Your file Votre reference ISBN: 978-0-494-79631-3 Our file Notre reference ISBN: 978-0-494-79631-3 NOTICE: AVIS: The author has granted a non­ L'auteur a accorde une licence non exclusive exclusive license allowing Library and permettant a la Bibliotheque et Archives Archives Canada to reproduce, Canada de reproduire, publier, archiver, publish, archive, preserve, conserve, sauvegarder, conserver, transmettre au public communicate to the public by par telecommunication ou par I'lnternet, preter, telecommunication or on the Internet, distribuer et vendre des theses partout dans le loan, distribute and sell theses monde, a des fins commerciales ou autres, sur worldwide, for commercial or non­ support microforme, papier, electronique et/ou commercial purposes, in microform, autres formats. paper, electronic and/or any other formats. The author retains copyright L'auteur conserve la propriete du droit d'auteur ownership and moral rights in this et des droits moraux qui protege cette these. Ni thesis. Neither the thesis nor la these ni des extraits substantiels de celle-ci substantial extracts from it may be ne doivent etre imprimes ou autrement printed or otherwise reproduced reproduits sans son autorisation. without the author's permission. In compliance with the Canadian Conformement a la loi canadienne sur la Privacy Act some supporting forms protection de la vie privee, quelques may have been removed from this formulaires secondaires ont ete enleves de thesis. cette these. While these forms may be included Bien que ces formulaires aient inclus dans in the document page count, their la pagination, il n'y aura aucun contenu removal does not represent any loss manquant. of content from the thesis. 1*1 Canada 11 Abstract Psychopathy is characterized by egoism, shallow emotions, impulsivity, and antiso­ cial behavior. Several functional deficits including low fear, a reward-seeking response style, passive avoidance, impaired somatic markers, and language anomalies are as­ sociated with psychopathy and an impaired amygdala is implicated as an underly­ ing mechanism. A minority view is that psychopathy is an evolutionarily adaptive life strategy existing at a small frequency in the population. This adaptive view is based on the association between psychopathic traits and reproductive success, and on higher winnings by psychopathic individuals in social games. The goal of this research was to investigate further the adaptive view by means of games played for money and game-theoretic modeling. Forty-eight students belonging to high and low quartiles of 448 males who completed the Levenson Self-Report Psychopathy Scale participated in the Prisoner Dilemma Task (PD), Iowa Gambling Task (IGT) and the Cambridge Gamble Task (CGT). In the Prisoner Dilemma, rate of cooperation varied by Match Type (homogeneous vs mixed by Subject Type). High psychopathic subjects won more money than low psychopathic subjects in mixed but not in ho­ mogeneous matches. In the IGT, both Subject Types learned to refrain from the bad decks starting in the second period and picked more consistently from the good decks in the second half compared to the first. In the CGT, a linear mixed model revealed that high psychopathic individuals placed higher bets when the odds of winning were about even. Low psychopathic individuals were better at aligning their bets with the chance of winning, but winnings did not vary significantly between groups. As a model of dynamics in a mixed population, a computer simulation similar to Axel- rod's PD tournament was created and the results were consistent with those of human iii participants. Overall, the results suggest that psychopathic traits are rational and advantageous in society at large. Hence, psychopathy is likely to exist either as a fraction of the population or a fraction of each individual's behavior. IV Acknowledgements This thesis is dedicated to my mother and my late father (f) who kept our stomachs full and our minds hungry. Though this document might someday join the company of tomes in a dusty shelf, it is first a product of my six-year instruction at the hands of various mentors whose contribution I now acknowledge. I wish to thank Dr. Andrew Brook and Dr. John Logan for serving as my supervisors. The unfortunate reader endures the agony of reading but once, but those heroic two, went tirelessly through draft after (endless) draft to bring it to its present form. Together with Dr. Jo-anne Lefevre, incumbent head of the Institute of Cognitive Science, they agreed to a long-distance supervisory relationship, one that spans two time zones. I would never have fulfilled my roles as a graduate student and a son without that arrangement. I also wish to thank Dr. Robert West for sitting in my committee and sharing his knowledge of game theory and sociobiology. A special word of thanks to Dr. Adelle Forth, for carefully reviewing the prospectus, directing me towards important psychopathy literature, and wisely suggesting the use of Carleton's Mass Testing Program. Chris Motz and Nikolina Antonacopoulos graciously assisted me in the mass testing and SONA and Sean Leach administered the experiments. In my three years in Ottawa, I wish to thank David Leibovitz for many thoughtful discussions and for teaching me how to ice skate in my first winter. Lianne Dubreuil and Colleen Fulton looked out for me beyond the call of official duty. Rob Thom­ son, Matthew Rutledge-Taylor, and Aryn Pyke shared lots of academic wisdom over pitchers of beer at "Pike's Place." I am grateful to Dr. Maxwell Pak at Queens University, for teaching me game theory. In Saskatchewan, I thank Dr. Raymond Tempier and Dr. Mansfield Mela for V three productive summers working in the Psychiatry Department and the Regional Psychiatric Centre. I also thank Randy Duncan and Betty Rohr of SHORE and Koroush Larijani for helping me construct a meaningful narrative of the graduate student life. I thank my present employers, Dr. Alan Casson of the Department of Surgery and Dr. Carl D'Arcy of SKY-RDC for providing me with the wherewithal to bankroll the substantial expenses involved in the project. The statistical and data analytical nature of my jobs came especially handy in data analysis, and the office space was ideal for research. I thank Conrad and Isabel Aguilera, my foster parents and landlords in Saskatoon. Their late cat Smokey kept me company over countless microwaved meals. Being psy­ chopathic and antisocial in character, Smokey helped keep my focus on this project. Thank you to my friends —Lyman Moreno, Alvin Alvarado, Leila Dominguez, Charie Mosqueda, Ryan Prado, Jam Prado, Cristina Rivera, Roni Duran, VG Dato, Lalaine Mendoza, Ian Necesito, and their families. Many of them served as "guinea pigs" for experimental trials. I owe a huge debt of gratitude to people I have not personally met but whose bequest to the open source movement gave me very fine thinking tools. They are the authors of R, I^LEX, and their packages. Special thanks to Dr. Donald Craig at the Memorial University of Newfoundland whose thesis template served as the foundation for many hours of tinkering and customization. Their altruism is beyond Darwinian explanation. All of what I have written here comes from skills that I did not have before coming to Canada. I thank my previous academic mentors in Ateneo de Manila, the Jesuit priests Fr. Tom Green (t), Fr. Roque Ferriols, and Fr. Mario Francisco. They wasted many hours writing recommendation letters, until a single graduate program VI accepted me. The biggest lesson I learned from them is the willingness to always learn something new: the philosophical awareness that all I know is nothing compared with what else remains to be known. I wish to thank my sister May, my nephew Meshak, and my brother-in-law Mahesh for welcoming me in their house on my many trips from Saskatoon to Ottawa. The hours I spent playing with Meshak's toys remind me that being a student, no matter the age, is really a luxury that allows one to play with ideas. And finally, I thank my girlfriend Lahlah for believing in me and providing motivation to continue in the midst of difficulty. * Table of Contents vn Table of Contents Abstract ii Acknowledgements iv List of Tables xii List of Figures xiv 1 Introduction 1 1.1 Background 1 1.2 Research Questions and Hypotheses 4 1.3 Overview of the Chapters 5 2 Literature Review: The measurement and mechanisms of psychopa­ thy 8 2.1 Origin of the Concept 8 2.2 The Measurement of Psychopathy 11 2.3 Is Psychopathy a Taxon? 14 2.4 Physiological mechanisms underlying psychopathy 17 2.4.1 Poor passive avoidance learning due to low fear 17 2.4.2 The response modulation hypothesis 19 Table of Contents viii 2.4.3 The somatic marker hypothesis 20 2.4.4 Failure to Empathize due to Amygdala Dysfunction 22 2.4.5 Language Anomalies 23 2.4.6 Towards an Integrated View: Mirror Neurons and Psychopathy 25 2.4.7 Relation of MNS with other Theories 28 3 An Alternative View: Psychopathy
Recommended publications
  • Evolutionary Game Theory: ESS, Convergence Stability, and NIS
    Evolutionary Ecology Research, 2009, 11: 489–515 Evolutionary game theory: ESS, convergence stability, and NIS Joseph Apaloo1, Joel S. Brown2 and Thomas L. Vincent3 1Department of Mathematics, Statistics and Computer Science, St. Francis Xavier University, Antigonish, Nova Scotia, Canada, 2Department of Biological Sciences, University of Illinois, Chicago, Illinois, USA and 3Department of Aerospace and Mechanical Engineering, University of Arizona, Tucson, Arizona, USA ABSTRACT Question: How are the three main stability concepts from evolutionary game theory – evolutionarily stable strategy (ESS), convergence stability, and neighbourhood invader strategy (NIS) – related to each other? Do they form a basis for the many other definitions proposed in the literature? Mathematical methods: Ecological and evolutionary dynamics of population sizes and heritable strategies respectively, and adaptive and NIS landscapes. Results: Only six of the eight combinations of ESS, convergence stability, and NIS are possible. An ESS that is NIS must also be convergence stable; and a non-ESS, non-NIS cannot be convergence stable. A simple example shows how a single model can easily generate solutions with all six combinations of stability properties and explains in part the proliferation of jargon, terminology, and apparent complexity that has appeared in the literature. A tabulation of most of the evolutionary stability acronyms, definitions, and terminologies is provided for comparison. Key conclusions: The tabulated list of definitions related to evolutionary stability are variants or combinations of the three main stability concepts. Keywords: adaptive landscape, convergence stability, Darwinian dynamics, evolutionary game stabilities, evolutionarily stable strategy, neighbourhood invader strategy, strategy dynamics. INTRODUCTION Evolutionary game theory has and continues to make great strides.
    [Show full text]
  • In the Light of Evolution VIII: Darwinian Thinking in the Social Sciences Brian Skyrmsa,1, John C
    FROM THE ACADEMY: COLLOQUIUM INTRODUCTION COLLOQUIUM INTRODUCTION In the light of evolution VIII: Darwinian thinking in the social sciences Brian Skyrmsa,1, John C. Aviseb,1, and Francisco J. Ayalab,1 norms are seen as a society’s way of coor- aDepartment of Logic and Philosophy of Science and bDepartment of Ecology and dinating on one of these equilibria. This, Evolutionary Biology, University of California, Irvine, CA 92697 rather than enforcement of out-of-equilibrium behavior, is seen as the function of these Darwinian thinking in the social sciences was Evolutionary game theory was initially norms. Fairness norms, however, may involve inaugurated by Darwin himself in The De- seen by some social scientists as just a way interpersonal comparisons of utility. This is scent of Man and Selection in Relation to to provide a low rationality foundation for true of egalitarian norms, and of the norms Sex high rationality equilibrium concepts. A Nash of proportionality suggested by Aristotle. In (8, 9). Despite various misappropriations ’ of the Darwinian label, true Darwinian think- equilibrium is a rest point of a large class of Binmore s account, the standards for such ing continued in the social sciences. However, adaptive dynamics. If the dynamics converges interpersonal comparisons themselves evolve. toarestpoint,itconvergestoNash.Thismay Komarova(22),inanarticlethatcould with the advent of evolutionary game theory Social Dynamics (10) there has been an explosion of Darwin- nothappeninallgames,butitmayhappen equally well be in ,discusses ian analysis in the social sciences. And it has in large classes of games, depending on the the speed evolution of complex phenotypes in led to reciprocal contributions from the social dynamics in question.
    [Show full text]
  • On the Behavior of Strategies in Hawk-Dove Game
    Journal of Game Theory 2016, 5(1): 9-15 DOI: 10.5923/j.jgt.20160501.02 On the Behavior of Strategies in Hawk-Dove Game Essam EL-Seidy Department of Mathematics, Faculty of Science, Ain Shams University, Cairo, Egypt Abstract The emergence of cooperative behavior in human and animal societies is one of the fundamental problems in biology and social sciences. In this article, we study the evolution of cooperative behavior in the hawk dove game. There are some mechanisms like kin selection, group selection, direct and indirect reciprocity can evolve the cooperation when it works alone. Here we combine two mechanisms together in one population. The transformed matrices for each combination are determined. Some properties of cooperation like risk-dominant (RD) and advantageous (AD) are studied. The property of evolutionary stable (ESS) for strategies used in this article is discussed. Keywords Hawk-dove game, Evolutionary game dynamics, of evolutionary stable strategies (ESS), Kin selection, Direct and Indirect reciprocity, Group selection difference between both games has a rather profound effect 1. Introduction on the success of both strategies. In particular, whilst by the Prisoner’s Dilemma spatial structure often facilitates Game theory provides a quantitative framework for cooperation this is often not the case in the hawk–dove game analyzing the behavior of rational players. The theory of ([14]). iterated games in particular provides a systematic framework The Hawk-Dove game ([18]), also known as the snowdrift to explore the players' relationship in a long-term. It has been game or the chicken game, is used to study a variety of topics, an important tool in the behavioral and biological sciences from the evolution of cooperation to nuclear brinkmanship and it has been often invoked by economists, political ([8], [22]).
    [Show full text]
  • Bargaining with Neighbors: Is Justice Contagious? (1999)
    Journal of Philosophy, Inc. Bargaining with Neighbors: Is Justice Contagious? Author(s): Jason Alexander and Brian Skyrms Source: The Journal of Philosophy, Vol. 96, No. 11 (Nov., 1999), pp. 588-598 Published by: Journal of Philosophy, Inc. Stable URL: http://www.jstor.org/stable/2564625 Accessed: 12-05-2016 19:03 UTC Your use of the JSTOR archive indicates your acceptance of the Terms & Conditions of Use, available at http://about.jstor.org/terms JSTOR is a not-for-profit service that helps scholars, researchers, and students discover, use, and build upon a wide range of content in a trusted digital archive. We use information technology and tools to increase productivity and facilitate new forms of scholarship. For more information about JSTOR, please contact [email protected]. Journal of Philosophy, Inc. is collaborating with JSTOR to digitize, preserve and extend access to The Journal of Philosophy This content downloaded from 128.91.58.254 on Thu, 12 May 2016 19:03:20 UTC All use subject to http://about.jstor.org/terms 588 THEJOURNAL OF PHILOSOPHY BARGAINING WITH NEIGHBORS: IS JUSTICE CONTAGIOUS ? What is justice? The question is llarder to answer in some cases than in others. We focus on the easiest case of dis- tributive justice. Two individuals are to decide how to dis- tribute a windfall of a certain amount of money. Neither is especially entitled, or especially needy, or especially anything their positions are entirely symmetric. Their utilities derived from the dis- tribution may be taken, for all intents and purposes, simply as the amount of money received.
    [Show full text]
  • Emergence of Cooperation and Evolutionary Stability in Finite
    letters to nature populations may decrease cooperation and lead to more frequent 10. Clutton-Brock, T. H. et al. Selfish sentinels in cooperative mammals. Science 284, 1640–1644 (1999). escalations of conflicts in situations in which cooperation persists in 11. Seyfarth, R. M. & Cheney, D. L. Grooming alliances and reciprocal altruism in vervet monkeys. Nature 308, 541–543 (1984). well-mixed populations. Thus, spatial structure may not be as 12. Milinski, M. Tit for tat in sticklebacks and the evolution of cooperation. Nature 325, 433–435 (1987). universally beneficial for cooperation as previously thought. A 13. Milinski, M., Lu¨thi, J. H., Eggler, R. & Parker, G. A. Cooperation under predation risk: experiments on costs and benefits. Proc. R. Soc. Lond. B 264, 831–837 (1997). 14. Turner, P. E. & Chao, L. Prisoner’s dilemma in an RNA virus. Nature 398, 441–443 (1999). Methods 15. Heinsohn, R. & Parker, C. Complex cooperative strategies in group-territorial African lions. Science Spatial structure 269, 1260–1262 (1995). In our spatially structured populations, individuals are confined to sites on regular 16. Clutton-Brock, T. Breeding together: kin selection and mutualism in cooperative vertebrates. Science 100 £ 100 lattices with periodic boundary conditions, and interact with their neighbours. 296, 69–72 (2002). We used square lattices with N ¼ 4 and N ¼ 8 neighbours, hexagonal lattices (N ¼ 6) and 17. Hofbauer, J. & Sigmund, K. Evolutionary Games and Population Dynamics (Cambridge Univ. Press, triangular lattices (N ¼ 3). Whenever a site x is updated, a neighbour y is drawn at random Cambridge, UK, 1998). among all N neighbours; the chosen neighbour takes over site x with probability 18.
    [Show full text]
  • ON ZERMELO's THEOREM Rabah Amir Igor V. Evstigneev (Communicated by Alberto A. Pinto) 1. in This Note We Generalize the Follow
    Journal of Dynamics and Games doi:10.3934/10.3934/jdg.2017011 c American Institute of Mathematical Sciences ON ZERMELO'S THEOREM Rabah Amir∗ Department of Economics, University of Iowa Iowa City, IA 52242-1994, USA Igor V. Evstigneev Department of Economics, University of Manchester Oxford Road, Manchester, M13 9PL, UK (Communicated by Alberto A. Pinto) Abstract. A famous result in game theory known as Zermelo's theorem says that \in chess either White can force a win, or Black can force a win, or both sides can force at least a draw". The present paper extends this result to the class of all finite-stage two-player games of complete information with alternating moves. It is shown that in any such game either the first player has a winning strategy, or the second player has a winning strategy, or both have unbeatable strategies. 1. In this note we generalize the following proposition usually referred to in the modern game-theoretic literature as Zermelo's theorem (see the paper by Zermelo [9] and its discussion and further references in Schwalbe and Walker [8]). Theorem 1. In chess either White has a winning strategy, or Black has a winning strategy, or both have strategies guaranteeing at least a draw. The main result of this paper is as follows. Theorem 2. In any finite-stage two-player game with alternating moves, either (i) player 1 has a winning strategy, or (ii) player 2 has a winning strategy, or (iii) both have unbeatable strategies. We emphasize that in this theorem we speak of any finite-stage two-player game with alternating moves, with any action sets and any real-valued payoff functions, so that the formulation of the result has a maximum level of generality.1 The notions of unbeatable and winning strategies are defined in the general context as follows.
    [Show full text]
  • Building a Champion Level Computer Poker Player
    University of Alberta Library Release Form Name of Author: Michael Bradley Johanson Title of Thesis: Robust Strategies and Counter-Strategies: Building a Champion Level Computer Poker Player Degree: Master of Science Year this Degree Granted: 2007 Permission is hereby granted to the University of Alberta Library to reproduce single copies of this thesis and to lend or sell such copies for private, scholarly or scientific research purposes only. The author reserves all other publication and other rights in association with the copyright in the thesis, and except as herein before provided, neither the thesis nor any substantial portion thereof may be printed or otherwise reproduced in any material form whatever without the author’s prior written permission. Michael Bradley Johanson Date: Too much chaos, nothing gets finished. Too much order, nothing gets started. — Hexar’s Corollary University of Alberta ROBUST STRATEGIES AND COUNTER-STRATEGIES: BUILDING A CHAMPION LEVEL COMPUTER POKER PLAYER by Michael Bradley Johanson A thesis submitted to the Faculty of Graduate Studies and Research in partial fulfillment of the requirements for the degree of Master of Science. Department of Computing Science Edmonton, Alberta Fall 2007 University of Alberta Faculty of Graduate Studies and Research The undersigned certify that they have read, and recommend to the Faculty of Graduate Studies and Research for acceptance, a thesis entitled Robust Strategies and Counter-Strategies: Building a Champion Level Computer Poker Player submitted by Michael Bradley Johanson in partial fulfillment of the requirements for the degree of Master of Science. Michael Bowling Supervisor Duane Szafron Michael Carbonaro External Examiner Date: To my family: my parents Brad and Sue Johanson, and my brother, Jeff Johanson.
    [Show full text]
  • Game Values and Equilibria for Undetermined Sentences of Dependence Logic
    Game values and equilibria for undetermined sentences of Dependence Logic MSc Thesis (Afstudeerscriptie) written by Pietro Galliani (born December 22, 1983 in Bologna, Italy) under the supervision of Prof Dr Jouko V¨a¨an¨anen, and submitted to the Board of Examiners in partial fulfillment of the requirements for the degree of MSc in Logic at the Universiteit van Amsterdam. Date of the public defense: Members of the Thesis Committee: September 12, 2008 Prof Dr Jouko V¨a¨an¨anen Prof Dr Piet Rodenburg Prof Dr Ulle Endriss Prof Dr Peter van Emde Boas Contents 1 Introduction.............................. 1 2 Game-theoretical semantics and Independence-Friendly logic .. 2 2.1 Preliminaries ......................... 2 2.2 Game-theoretic semantics for first-order logic . 4 2.3 Games of Imperfect Information, IF-Logic, and DF-Logic 8 2.4 AcompositionalsemanticsforIFLogic . 13 2.5 Dependence atomic formulas and Dependence Logic . 19 2.6 Independenceatomicformulas . 20 2.7 Infinitarydependenceformulas . 21 3 Behavioral strategies for undetermined formulas . ... 23 3.1 BehavioralstrategiesandGamevalues . 23 3.2 Theminimaxtheorem .................... 26 3.3 Anexample.......................... 31 3.4 Infinitemodels ........................ 32 3.5 Therangeofthevaluefunction . 34 4 Probabilistic Dependence Logic and its semantics . .. 41 4.1 Thegame Hµ(φ)....................... 41 4.2 Thevalueoffirst-orderformulas . 57 4.3 ThevalueofDependenceformulas . 60 4.4 Thevaluesofconjunctions. 64 4.5 Approximate Functional Dependency in Database Theory 67 5 Extensions............................... 69 5.1 Game-theoreticnegation. 69 5.2 Linearimplication ...................... 74 5.3 Dynamic Probabilistic Dependence Logic . 76 1 Abstract Logics of imperfect information, such as IF-Logic or Dependence Logic, admit a game-theoretic semantics: every formula φ corresponds to a game H(φ) between a Verifier and a Falsifier, and the formula is true [false] if and only if the Verifier [Falsifier] has a winning strategy.
    [Show full text]
  • Varying Domain Representations in Hagl Extending the Expressiveness of a DSL for Experimental Game Theory
    Varying Domain Representations in Hagl Extending the Expressiveness of a DSL for Experimental Game Theory Eric Walkingshaw and Martin Erwig School of Electrical Engineering and Computer Science, Oregon State University, Corvallis, OR 97331, USA Abstract. Experimental game theory is an increasingly important re- search tool in many fields, providing insight into strategic behavior through simulation and experimentation on game theoretic models. Un- fortunately, despite relying heavily on automation, this approach has not been well supported by tools. Here we present our continuing work on Hagl, a domain-specific language embedded in Haskell, intended to dras- tically reduce the development time of such experiments and support a highly explorative research style. In this paper we present a fundamental redesign of the underlying game representation in Hagl. These changes allow us to better utilize do- main knowledge by allowing different classes of games to be represented differently, exploiting existing domain representations and algorithms. In particular, we show how this supports analytical extensions to Hagl, and makes strategies for state-based games vastly simpler and more efficient. 1 Introduction Game theory has traditionally been used as an analytical framework. A game is a formal model of a strategic situation in which players interact by making moves, eventually achieving a payoff in which each player is awarded a value based on the outcome of the game. Classical game theorists have derived many ways of solving such situations, by mathematically computing “optimal” strategies of play, usually centered around notions of stability or equilibrium [1]. The derivation of these optimal strategies, however, almost always assumes perfectly rational play by all players—an assumption which rarely holds in prac- tice.
    [Show full text]
  • An Evolutionary Game-Theoretic Approach for Assessing Privacy Protection in Mhealth Systems
    International Journal of Environmental Research and Public Health Article An Evolutionary Game-Theoretic Approach for Assessing Privacy Protection in mHealth Systems Guang Zhu 1,2,* , Hu Liu 1 and Mining Feng 2 1 School of Management Science and Engineering, Nanjing University of Information Science and Technology, Nanjing 210044, China; [email protected] 2 China Institute of Manufacturing Development, Nanjing University of Information Science and Technology, Nanjing 210044, China; [email protected] * Correspondence: [email protected] Received: 9 September 2018; Accepted: 3 October 2018; Published: 8 October 2018 Abstract: With the rapid deployment of mobile technologies and their applications in the healthcare domain, privacy concerns have emerged as one of the most critical issues. Traditional technical and organizational approaches used to address privacy issues ignore economic factors, which are increasingly important in the investment strategy of those responsible for ensuring privacy protection. Taking the mHealth system as the context, this article builds an evolutionary game to model three types of entities (including system providers, hospitals and governments) under the conditions of incomplete information and bounded rationality. Given that the various participating entities are often unable to accurately estimate their own profits or costs, we propose a quantified approach to analyzing the optimal strategy of privacy investment and regulation. Numerical examples are provided for illustration and simulation purpose. Based upon these examples, several countermeasures and suggestions for privacy protection are proposed. Our analytical results show that governmental regulation and auditing has a significant impact on the strategic choice of the other two entities involved. In addition, the strategic choices of system providers and hospitals are not only correlated with profits and investment costs, but they are also significantly affected by free riding.
    [Show full text]
  • FINANCIAL MARKETS: BEHAVIORAL EQUILIBRIUM and EVOLUTIONARY DYNAMICS Thorsten Hens University of Zurich Joint Work with Rabah
    FINANCIAL MARKETS: BEHAVIORAL EQUILIBRIUM AND EVOLUTIONARY DYNAMICS Thorsten Hens University of Zurich Joint work with Rabah Amir, University of Arizona Igor Evstigneev, University of Manchester Klaus R. Schenk-Hopp´e, University of Leeds and Norwegian Business School (NHH), Bergen The focus of work: development of a new theory of market dynamics and equilibrium { a plausible alternative to the classical General Equilibrium theory (Walras, Arrow, Debreu, Radner and others). The characteristic feature of the theory is the systematic application of behavioural approaches combined with the evolutionary modeling of financial markets. The theory addresses from new positions the fundamental questions and problems pertaining to Finance and Financial Economics, especially those related to equilibrium asset pricing and portfolio selection, and is aimed at practical quantitative applications. Walrasian equilibrium Conventional models of equilibrium and dynamics of asset markets are based on the principles of Walrasian General Equilibrium theory. This theory typically assumes that market participants are fully rational and act so as to maximize utilities of consumption subject to budget constraints. Walras, Arrow, Debreu. Hicks, Lindahl, Hildenbrand, Grandmont { temporary equilibrium. Radner: equilibrium in (incomplete) asset markets. Text: Magill and Quinzii. "Although academic models often assume that all investors are ratio- nal, this assumption is clearly an expository device not to be taken seriously." Mark Rubinstein (Financial Analysts Journal,
    [Show full text]
  • Game Theory and Evolutionary Biology 1
    Chapter 28 GAME THEORY AND EVOLUTIONARY BIOLOGY PETER HAMMERSTEIN Max-Planck-Institut für Verhaltensphysiologie REINHARD SELTEN University of Bonn Contents 1. Introduction 931 2. Conceptual background 932 2.1. Evolutionary stability 932 2.2. The Darwinian view of natural selection 933 2.3. Payoffs 934 2.4. Game theory and population genetics 935 2.5. Players 936 2.6. Symmetry 936 3. Symmetric two-person games 937 3.1. Definitions and notation 937 3.2. The Hawk-Dove garne 937 3.3. Evolutionary stability 938 3.4. Properties ofevolutionarily stable strategies 940 4. Playing the field 942 5. Dynamic foundations 948 5.1. Replicator dynamics 948 5.2. Disequilibrium results 951 5.3. A look at population genetics 952 6. Asymmetric conflicts 962 * We are grateful to Olof Leimar, Sido Mylius, Rolf Weinzierl, Franjo Weissing, and an anonymous referee who all helped us with their critical comments. We also thank the Institute for Advanced Study Berlin for supporting the final revision of this paper. Handbook of Garne Theory, Volume 2, Edited by R.J. Aumann and S. Hart © Elsevier Science B.V., 1994. All rights reserved 930 P. Hammerstein and R. Selten 7. Extensive two-person games 965 7.1. Extensive garnes 965 7.2. Symmetric extensive garnes 966 7.3. Evolutionary stability 968 7.4. Image confrontation and detachment 969 7.5. Decomposition 970 8. Biological applications 971 8.1. Basic qnestions about animal contest behavior 972 8.2. Asymmetric animal contests 974 8.3. War of attrition, assessment, and signalling 978 8.4. The evolution of cooperation 980 8.5.
    [Show full text]