Dissertation: Applications of Game Theory to Global Environmental Problems Advisors: Michèle Breton & Georges Zaccour

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Karima Fredj Address: Economics Program University of Northern British Columbia 3333 University Way Prince George, BC, Canada V2N 4Z9. Curriculum Vitae Office: (960) 960-6686 Fax: (250) 960-5545 E-mail: Fredj@unbc.ca EDUCATION Ph.D. in Administration (October 2004) Institute of applied Economics HEC Montréal Joint Ph.D. program in Administration (McGill, Concordia, UQAM, and HEC Business Schools) Dissertation: Applications of Game Theory to Global Environmental Problems Advisors: Michèle Breton & Georges Zaccour Master s Degree in Economics (M.Sc.) (June 1998) Department of Economics Université de Montréal, Montreal. Thesis: Cost sharing and stability in a case of a tree network Advisor: Yves Sprumont Bachelor s Degree in Economics and management sciences (June/1995) Faculté de Tunis II, Tunisia. University Diploma in Economics and Management Studies (DUEG) (September/1993) Faculté de Tunis II, Tunisia. RESEARCH INTERESTS Applied Game Theory. Applied Optimization Theory. Environmental Economics. Natural Resource Management. Cost Benefit Analysis Industrial organization 1

PROFESSIONNEL EXPERIENCE Economics program, University of Northern British Columbia Tenured Assistant Professor (July 2004- Present) Institute of Applied Economics, HEC MONTRÉAL Lecturer (September 2003- May 2004) GERAD (Group for Research in Decision Analysis) Research Assistant (May 2002-june 2004) Institute of Applied Economics, HEC MONTRÉAL Teaching Assistant (September 2001- December 2001) Microeconomic Analysis (1-803-96) Institute of Applied Economics, HEC MONTRÉAL Teaching Assistant (January 2001- April 2001) Macroeconomic Analysis (1-804-96) CÉTAI, HEC MONTRÉAL Research Assistant (April 2000- April 2002). CRDE, Université de Montréal Research Assistant (December 1997-August 1998) Department of Economics, Université de Montréal Teaching Assistant (September 1996- May1997) Introduction to Macroeconomic Analysis (ECN 1050) Research and Publications Munton D. and K Fredj,(submitted), Secrets Without Borders? Game Theoretic Analysis of International Intelligence Cooperation, the International Journal of Intelligence andcounter Intelligence. Choi S. and K. Fredj, (2012), Price Competition and store competition: Store brands vs. National Brand, the European Journal of Operational Research, DOI: 10.1016/j.ejor.2012.07.016.. Fredj K., G. Martin-Herran, M. Tidball and A. Jean-Marie (2010), Banking or no Banking: Effects of transaction costs, Tenth International Symposium on Dynamic Games and Applications. Opio, C., K. Fredj, and B. Wang, (2009), Profitability of manual brushing in young lodgepole pine plantations, BC Journal of Ecosystems and Management, vol. 10(1), page 15-21. Breton M., K. Fredj, and G. Zaccour, (2006), International cooperation, Coalitions Stability and Free-riding in a Game of Pollution Control, The Manchester School, Vol. 74, Issue No.1, Page 103-122. 2

Fredj, K., G. Martìn-Herràn, and G. Zaccour, (2006) Incentive mechanisms to enforce sustainable forest exploitation, Environmental modelling & assessment, Vol. 11, Page 145-156. Karima Fredj and Sungchul Choi (2006), Store Brands and Store Competition, Proceedings of Global Conference On Business and Economics. Fredj, K., G. Martìn-Herràn, and G. Zaccour (2004), Slowing Deforestation Pace through Subsidies: A Differential Game, Automatica, Volume 40, Issue 2, Pages 301-309. Fredj K. (2004), Application of game theory to global environmental problems, Ph.D. thesis, under the supervision of Professors George Zaccour and Michele Breton. Breton M., K. Fredj, and G. Zaccour (2002), Characteristic Functions, Coalitions Stability and Free-riding in a Game of Pollution Control, Proceedings of the Tenth International Symposium on Dynamic Games and Applications, vol. I, pp. 129-38, L.A Petrosjan and N.A Zenkevich (ed.). Fredj K. (1998), Cost sharing and stability: the case of a tree network, Master thesis, under the supervision of Professor Yves Sprumont. Book review M.A. Quaddus and M.A.B. Siddique, eds., (2004) Handbook of sustainable development planning studies in modeling and decision support, Edward Elgar Publishers. Reviewed in Canadian Journal of Development Studies (2005), issue No. 4, Volume XXVI, pp. 891-892. Journal reviewing European Journal of Operational Research Environmental Modeling and Assessment CONFERENCE PRESENTATIONS International Studies Association annual convention, San Diego, USA 01/04/2012- Secrets Without Borders?- A Game Theoretic Analysis of International Intelligence Cooperation 14 th International Symposium on Dynamic Games and Applications Banff, Canada 19/06/2010 Price Competition and store competition: Store brands vs. National Brand 14 th International Symposium on Dynamic Games and Applications Banff, Canada 23/06/2010 Banking or no banking? The effects of transaction costs HEC Montreal, Canada 08/05/2007 Store Brands and Store Competition 3

6 th Global conference on Business and Economics Harvard, Boston. 16/10/2006 Store Brands and Store Competition International Economic Atlantic Conference Berlin, Germany. 17/03/2006 11 th International Symposium on Dynamic Games and Applications Tucson, U.S.A. 12/01/2004 European Summer School in resource and Environmental Economics Venice, Italy 07/04/2004 International Conference on Economics of Sustainable Forest Management Toronto, Canada 05/22/2004 Montreal Natural Resources and Environmental Economics Workshop McGill University, Montreal, Canada, Winter 2004. Slowing Deforestation Pace through Subsidies : A Differential Game Canadian Economic Association Annual Meeting Carlton University, Ottawa, Canada (2003) Slowing Deforestation Pace through Subsidies: A Differential Game Approach. HEC Montreal, Montreal, ca (2003) Slowing Deforestation Pace through Subsidies: A Differential Game Approach. Workshop on Optimal Control and Dynamic Games Tunisia, (2002) Slowing Deforestation Pace through Subsidies: A Differential Game Approach. 10th International Symposium on Dynamic Games and Applications St-Petersburg, Russia, (2002) Characteristic Functions, Coalitions Stability and Free-riding in a Game of Pollution Control HEC Montréal, Montreal, ca (2002) Characteristic Functions, Coalitions Stability and Free-riding in a Game of Pollution Control HEC Montréal, Montreal, ca (2001) Cost sharing and stability in a case of a tree network INVITED TALKS 4

23/09/2011- the Global Friday seminar series, University of Northern British Columbia, Prince George, Canada The Arab Spring- the Jasmine revolution AWARDS and ACHEIVEMENTS Research Seed grant- March 2007 Office of the Vice President Research, UNBC. Conference Travel Grant- May 2007 Office of the Vice President Research, UNBC. Award for the Best 2004-2005 PhD Thesis of HEC Montreal- March 2006 Conference Travel Grant- March2005 Office of the Vice President Research, UNBC. Recognition price of student s scientific publication -2004 Ph.D. Fellowship, 2004 HEC, Montreal. XXIst century Bursary for excellence -2001 Henry Laureys Bursary for excellence -2000 Ph.D. Fellowship 1989-1999 Université de Montreal Dean s Prize-list of master degree students -1998 Université de Montreal Fellowship of the Canadian Agency for Development (ACDI) -1996/1998 Research affiliation Association of Environmental and Resource Economists ( AERE), The International Society of Dynamic Games (ISDG). Teaching Benefit Cost Analysis- Winter 2010-present, UNBC Intermediate Microeconomics- Fall 2008-present, UNBC. Advanced Microeconomics- Fall 2006-present, UNBC. 5

Introduction to Microeconomics- 2004-present, UNBC. Environmental Economics- Fall 2004 -present, UNBC. Forest Economics- winter 2005 to 2007, UNBC. Ecological Economics- guest lecturer, fall 2005 School of Environmental planning, UNBC. Managerial Economics- fall 2004, winter 2004, HEC Montreal. Service UNBC Faculty Association Executive (Member at large): 2010-Present. UNBC Harassment and Discrimination Panel: 2008-present UNBC Parking Appeals Board: 2008-present. UNBC PICS hiring committee for a campus coordinator for PICS (Pacific Institute for Climate Solutions). 2008-2009 Associate Graduate Advisor: 2005-2008. Program contact for Economics BA students SSHRC competition: 2006-2007. Northern Economics Students Society faculty representative: 2004-2007 ADDITIONNEL INFORMATION COMPUTER SKILLS LANGUAGES Scientific Work place, Matlab, Mathematica, Word, Excel, PowerPoint, Access, Visio, Shazam, Gauss. English, French, Arabic. 6