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Emeritus Professors

Richard Loulou

Emeritus Professor, Operations Management
Degree(s): 

MS University of California at Berkeley
PhD University of California at Berkeley
Doctorat d'Etat Université de Grenoble

Area(s): 
Operations Management
Email Address: 
richard [dot] loulou [at] mcgill [dot] ca
Address: 

Bronfman Building, [Map]
1001 rue Sherbrooke Ouest
Montreal, Quebec
Canada
H3A 1G5

Office: 
560
Biography: 

Richard Loulou joined the Faculty of Management in 1970 and has been Associate Dean Academic since 1993. In 1980, he co-founded the Groupe d'Étude et de Recherches en Analyse des Décisions (GÉRAD), and served as its Director from 1988 to 1992. GÉRAD is a joint research centre of McGill, École des Hautes Études Commerciales (Montréal), and École Polytechnique (Montréal). Dr. Loulou has taught such undergraduate and graduate courses as Applied Optimization, Simulation, Stochastic Processes and Operations Research. He has been a Visiting Professor and Researcher at Université de Sherbrooke and Université de Grenoble, France, during the period of his association with McGill.

Richard Loulou's research focusses on the modeling and analysis of energy/environment systems. His current projects involve the development of mathematical and economic models of large scale energy systems and their use for the investigation of numerous issues related to energy and the environment, with special emphasis on the abatement of greenhouse gas emissions. In association with Dr Amit Kanudia, Richard Loulou leads a team of researchers which continuously develops, maintains, and enhances the MARKAL techno-economic model, and its application to Canada, the USA, and several other regions of the World. The current phase of the MARKAL project invloves the creation of a World-Wide model based on multi-regional models linked via energy and GHG permit trade variables. This new model is named TIMES (The Integrated Markal-Efom System), and represents the next generation of model created by ETSAP and destined to replace the existing versions of MARKAL and EFOM. This work is done in collaboration with, and with the sponsorship of the Energy Technology Systems Analysis Programme, an implementing agreement of the International Energy Agency.

Another major current project concerns the use of the 7-region Canadian MARKAL model to analyze alternate paths to satisfy Canada's GHG abatement target under the Kyoto Protocol. This project is undertaken in direct collaboration with the Third Assessment Report of the Intergovernmental Panel on Climate Change.

Throughout his academic career Dr. Loulou has maintained a close association with the business community, involving contractual research with private and public organizations such as Natural Resources Canada, Environment Canada, Hydro-Québec, BC Hydro, GCSI Inc., Northern Telecom, Montréal Children's Hospital and Québec Cartier Mining. Formerly Associate Editor for INFOR and for INTERFACES, he has also contributed to the profession as an evaluator for grants, scholarships and proposals for Conseil des Universités, FCAR and NSERC.

Taught previously at: 

Visiting Professor, Université de Sherbrooke
Visiting Professor, Université de Grenoble, France

Selected Publications : 

Papers in Peer-Reviewed Journals

Lavigne, D., R. Loulou, and G. Savard (2000), ''Pure competition, regulated and Stackelberg equilibria: Application to the energy system of Québec'', European Journal of Operational Research, Vol. 125, No 1, pp. 1 -- 17

Rahman, A., and R. Loulou (2000) ''Technology Acquisition with Technological Progress : Effects of Expectations, Rivalry, and Uncertainty'', European Journal of Operations Research. In Print.

Kanudia, A., and R. Loulou (1999), "Advanced Bottom-up Modelling for National and Regional Energy Planning in Response to Climate Change", International Journal of Environment and Pollution, 12, Nos. 2/3, 191-216

Loulou, R., and A. Kanudia (1999) "Minimax Regret Strategies for Greenhouse Gas Abatement: Methodology and Application", Operations Research Letters, 25, 219-230.

Bhatnagar, R., P. Chandra, R. Loulou, and J. Qiu (1999), "Order Release and Product Mix Coordination in a Complex PCB Manufacturing Line with Batch Processor", International Journal of Flexible Manufacturing Systems, special issue.

Loulou, R., and A. Kanudia (1999), "The Kyoto Protocol, Inter-Provincial Cooperation, and Energy Trading : a Systems Analysis with integrated MARKAL Models", Energy Studies Review, vol 9, No 1, pp. 1-23

Loulou, R., A. Kanudia, and D. Lavigne, (1998), "GHG Abatement in Central Canada with Inter-provincial Cooperation", Energy Studies Review, v. 8 No 2, 120-129 (this volume was published with 1996 as year of issue, but was printed in January 1998).

Kanudia, A., and R. Loulou (1998), "Robust Responses to Climate Change via Stochastic MARKAL: the case of Québec", European Journal of Operations Research, vol. 106, pp. 15-30.

Prades, J., R. Loulou, and J.-Ph. Waaub, Stratégies de Gestion des Gaz à effet de serre -Le cas des transports urbains, Presses de l'Université du Québec, Montréal, 277 pages, 1998 (research monograph).

Loulou, R., D. Lavigne, et J.-Ph. Waaub (1998), "Sustainable Greenhouse Gas abatement: the case of Québec", Energy Studies Review, v. 8, No 2,102-119 (this volume was published with 1996 as year of issue, but was printed in January 1998)

(Savard G. and Lavigne, D.) "Decomposition of Multi-Player Linear Programs", Annals of Dynamic Games, v. 1, 1995, pp. 149-167. 

(and Qiu, J.) "Multi-Product Production/Inventory Control under Random Demand", IEEE Transactions on Automatic Control, v. 40, no. 3, February 1995, pp. 21-27. 

(and, Savard G., Lavigne, G.), "Decomposition of Multi-Player Linear Programs", Annals of Dynamic Games, v. 1 (1994), pp. 149-167. 

(Chauny, F. and Loulou, R.) "LP-based Method for the Multi-sheet Cutting Stock Problem", INFOR, v. 4 (1994), pp. 253-264. 

(Qiu, J.), "Multi-Product Production/Inventory under Uncertain Demands", IEEE Transactions on Automatic Control, 1994. 

(Haurie, A., and Savard, G.), "A Two-Player Game Model of Power Cogeneration in New England", IEEE Trans. Aut. Control, v. 37, no. 9 (September 1992), pp. 1451-1456. 

(Berger, C., Dubois, R., Haurie, A., Lessard, E., and Waaub, J.P.) "Canadian MARKAL: An advanced linear programming system for energy and environmental modelling", INFOR, v. 20 (August 1992), pp. 114-125. 

(and Waaub, J.P.), "CO2 Emission Reductions With Cooperation in Quebec and Ontario: A MARKAL perspective", Energy Studies Review, v. 4, no. 3 (1992), pp. 278-296. 

"Minimal Cut-Cover of a Graph with An Application to the Testing of Electronic Boards", Operations Research Letters, v. 12, no. 5 (December 1992), pp. 301-305. 

(Chauny, F., Sadones, S. and Soumis, F.), "A Two-Phase Heuristic for the Two-Dimensional Cutting-Stock Problem", Journal of the Operational Research Society, v. 42, no. 1 (1991), pp. 39-47. 

(Berger, C., Haurie, A., Lessard, E., and Waaub, J.P.), "Exploring Acid Gas Emission Reductions in the Province of Quebec via MARKAL-Quebec", Energy Studies Review, v. 3, no. 2 (1991), pp. 124-141. 

(Berger, C., Dubois, R. Haurie, A. and Lessard, E.), "Assessing the Dividends of Power Exchange Between Quebec and New York State", International Journal of Energy Research, v. 14 (1990), pp. 253-273. 

(Berger, C., Fuller, D., Haurie, A., Luthra, D., Waaub J.P.), "Modelling Energy Use in the Mineral Processing Industries of Ontario with MARKAL-Ontario", Energy, v. 12, no. 9 (1990) pp. 741-758. 

(Chauny, F., Haurie, A. and Wagneur, E.), "Clamps Positioning and Optimal Holding Positions in a DNC Punch Press", I.E.E.E. Transactions on Automatic Control, v. 33 (1988), pp. 404- 407.

Chapters in Books

(and Lavigne, D.) "MARKAL Model with Elastic Demands: Application to GHG Emission Control", Operations Research and Environmental Engineering, C. Carraro and Q. Haurie eds., Kluwer Academic Publishers, Dordrecht, Boston, London, 1996, pp. 201-220.

Research monographs

Prades, J., R. Loulou, and J.-Ph. Waaub, Stratégies de Gestion des Gaz à effet de serre -Le cas des transports urbains, Presses de l'Université du Québec, Montréal, 277 pages, 1998.

Research reports

Loulou, R., Kanudia, K., Labriet, M., Margolick, M., and K. Vaillancourt, "Analysis of GHG emission reduction options via MARKAL", report written for the National Climate Change Implementation Process, May 2000, 216 pages.

Conference Proceedings

Loulou, R. "An Incomplete Bibliography on GHG Abatement Cost Research in Canada", prepared for the Canadian University Program on Global Change, for a National meeting held in Edmonton, January 22-23, 1998, 19 pp.

Kanudia, A., R. Loulou, and P.R. Shukla, "Joint Implementation of the Kyoto Protocol: A Central Canada-India Case Study", Proceedings of the Ahmedabad Workshop on Greenhouse Gas Mitigation, Indian Institute of Management, Ahmedabad, 8 February 1998, 18 pp.

Loulou, R., and A. Kanudia, 1998, « Joint Mitigation under the Kyoto Protocol : The Case for a U.S,-Canada-India Long Term Cooperative Scheme » , proceedings of the ETSAP-IEA-OECD Workshop on Energy Models for Decision Support held in Berlin, E. Laege and P. Schaumann eds., 4-5 May 1998, pp. 73-98.

(and Kanudia, A.) "Robust Energy Technologies via Stochastic MARKAL: The Case of Quebec", Proceedings of the VITO/ETA Workshop on Energy Technology Evaluation, Leuven, Belgium, May 5-6 1996. 

(Haurie, A.), "Modelling Equilibria and Risk under Global Environmental Constraints in Energy Models", Proceedings of the 1991 Steamboat Springs Conference on Environmental Modelling, Steamboat Springs, Colorado, 1994. 

(Berger, C., Soucy, J. and Waaub, J.P.), "CO2 control in Quebec and Ontario: a system analysis", Proceedings of ETSAP Annex IV: Greenhouse Gases and National Energy Options, May 1993, pp. B9B16. 

(Berger, C.), "Extended Markal: A brief user manual", Proceedings of the IEA-ETSAP/Annex IV Workshop, Geneva, 5-12 May 1993, pp. 1-53. 

(and Savard, G., Lavigne, D.), "Decomposition and equilibrium computation with multiplayer linear programs", Proceedings of Fifth International Symposium on Dynamic Games and Applications, Grimentz, Switzerland, July 1317, 1992, pp. 124. 

(Haurie, A., and Vial, J.P.), "Programmation mathématique et analyse des choix énergétiques et environnementaux", Comptesrendus du Séminaire du CUEPE, Université de Genève, Genève, Octobre 1992, pp. 1221. 

(Berger, C., and Haurie, A.,), "Electricity trading in the americancanadian northeast: A game theoretic approach", Proc. 33rd International Conference of the Applied Econometrics Association, Montpellier, France, Oct. 2425, 1991, pp. 6174. 

(Poulin, R. and Chauny, F.), "Mineral Aggregate Transport Simulation", Computer Applications in the Mineral Industry, Second Canadian Conference, R. Poulin, R.C.T. Pakalnis and A.L. Mular eds. v. 1, 1991 pp. 181-190. 

(Haurie, A., and Savard, G.), "A Two Level Systems Analysis Model of Power Cogeneration Under Asymetric Pricing", Proceedings of the American Control Conference, May 2123, 1990, pp. 201-207. 

(Lessard, E. and Savard, G.), "Computation of Cooperative and Stackelberg Solutions when players are described by Linear Programs", Lecture notes in Control and Information Service, v. 156: Differential Games: Developments in Modelling, Hamalainen and Etahmo eds., Springer-Verlag, 1990 pp. 285-292. 

(Lessard, E., Savard, G.), "Computation of cooperative and Stackelberg solutions when players are described by linear programs", Proceedings of the fourth Conference on Differential Games and Applications, Helsinki, August 910, 1990, pp. 113-120. 

(Berger, C., Dubois, R., Haurie, A.), "Modelling Electricity Trading in the Northeast" Proceedings of the 12th Annual Conference of the International Association for Energy Economics, Ottawa, October 1-3 1990, pp. 304-315 

(Berger, C., Haurie, A., Lessard, E., and Waaub, J.P.), "Exploring acid gas emissions in the Province of Quebec via MARKALQuebec", Proceedings of the ETSAP Workshop, OECD, Paris, June 1989. 

(Berger, C., Haurie and Waaub, J.-PH), "Implementation of the Markal-Québec Energy Model with Emission Factors, Abatement Technologies, and SO2 Constraints", Proceedings of the International RISO Conference on Environmental Models: Emissionas and consequences, May 22-25 1989, pp. 215-227. 

(Chauny, F., Sadones, S., Soumis, F.), "A Class of Asymptotically Optimal Strip-Packing Heuristics", Lecture Notes in Economics and Mathematical Systems 302, Advances in Optimization and Control, H.A. Eiselt and G. Pederzoli (Eds.), Springer-Verlag, 1988, pp. 67-69. 

(Chauny, F., Haurie, A., L'Ecuyer, P.), "Dynamic Programming Solution to the Stochastic Multiple Lot Dispatching in an FMS", Proceedings of the First Rensselaer International Conference on Computer Integrated Manufacturing, IEEE Computer Society Press, 1988 pp. 238-243. 

Jean-Louis Goffin

Samuel Bronfman Chair in Management, Emeritus Professor, Operations Management
Degree(s): 

BEng Université Libre de Bruxelles
MSc Université Libre de Bruxelles
MS University of California at Berkeley
PhD University of California at Berkeley

Area(s): 
Operations Management
Phone: 
+1 514 398 4003
Fax Number: 
+1 514 398 3876
Email Address: 
jean-louis [dot] goffin [at] mcgill [dot] ca
Alternate Email Address: 
jlg [at] crt [dot] umontreal [dot] ca
Address: 

Bronfman Building, [Map]
1001 rue Sherbrooke Ouest
Montreal, Quebec
Canada
H3A 1G5

Office: 
537
Biography: 

Dr. Jean-Louis Goffin joined McGill's Faculty of Management in 1976. He had previously been an Assistant Professor at l'École des Hautes Études Commerciales in Montreal.

Dr. Goffin teaches undergraduate and graduate courses, including Operations Research, Applied Optimization, Simulation of Management Systems, Data Models and Decisions, and Operations Management.

The extension of interior point methods to the context of column generation and cutting plane methods has led to a very competitive new methodology for large scale optimization, the Analytic Center Cutting Plane Method (ACCPM). A computer code has been developed with LOGILAB and has been applied to the solution of linear or nonlinear network design problems, of multi-item inventory problems with setup costs and times, and to the computation of economic equilibria.

Dr. Goffin's work has appeared in such journals as Management Science, Mathematical Programming, Mathematics of Operations Research, Contemporary Accounting Research, SIAM Journal on Optimization, Discrete Applied Mathematics, European Journal of Operations Research, Operations Research Letters, Linear Algebra and its Applications, Computational Optimization and Applications, Mathematical Methods of Operations Research, and Journal of Optimization Theory and Applications. He has also delivered more than forty lectures or seminars in the last five years at a variety of prestigious Universities, or Conferences.

He has been awarded numerous research grants, including more than twenty-five years of funding by both FCAR and NSERC.

In 1980, Dr. Goffin co-founded the Groupe d'Études et de Recherches en Analyse des Décisions GÉRAD, a Montreal-based inter-university research center. In 1980/81, he was a Visiting Scholar with the Department of Operations Research at Stanford University and in 1987/88, a Visiting Professor at the Center for Operations Research and Econometrics at the Université Catholique de Louvain. He is also an associate member of the Department of Mathematics at McGill, and LOGILAB, HEC, University of Geneva.

Dr. Goffin has made significant contributions to a number of associations in his field. He co-directed the International Symposium on Mathematical Programming in 1979. He sits on the Editorial Board of Computational Optimization and Applications, and was Guest Editor for special issues of the Mathematical Programming Journal of Studies.

Taught previously at: 
  • Teaching Assistant, University of California at Berkeley, Graduate Course in Network Flows and Graphs
  • Professeur Adjoint, Methodes Quantitatives, Ecole des Hautes Etudes Commerciales, Universite de Montreal
  • Professeur visiteur, CORE, Universite Catholique de Louvain, Louvain-la Neuve, Belgium
Selected Publications : 

Papers in Peer-Reviewd Journals

M. R. Oskoorouchi and J.-L. Goffin, "The Analytic Center Cutting Plane Method with Semidefinite Cuts", SIAM Journal on Optimization, 13(4): pp 1029-1053. (electronic publication: 2003).

F. Sharifi Mokhtarian and J.-L. Goffin, "An Analytic Center Quadratic Cut Method for the Convex Quadratic Feasibility Problem", Mathematical Programming, Ser. A., 93, 2002, pp. 305-325.

J.-L. Goffin and J.-P. Vial, "Convex nondifferentiable optimization: a survey focused on the analytic center cutting plane method", Optimization Methods and Software, 2002.

Goffin, J.-L. and Vial, J.-P. "Multiple cuts in the analytic center cutting plane method", SIAM Journal on Optimization, Volume 11, Number 1, 2001, pp. 266-288 (published in electronic form in 2000).

Sharifi Mokhtarian, F. and Goffin, J.-L. "A Path-Following Cutting Plane Method for some Monotone Variational Inequalities", Optimization, Volume 48, pp. 333-351, 2000. 

J.-L. Goffin and J.-P. Vial, "A two-cut approach in the analytic center cutting plane method", Mathematical Methods of Operations Research vol. 49 (1999) 1, 149-169.

J.-L. Goffin and K. Kiwiel, "Convergence of a simple subgradient level method", Mathematical Programming, vol. 85 (1999) 1, 207-211.

M. Denault and J.-L. Goffin, "On a Primal-Dual Analytic Center Cutting Plane Method for Variational Inequalities", Computational Optimization and Applications, vol. 12, pp127-156, 1999.

J.-L. Goffin and J.-P. Vial, "Shallow, Deep and Very Deep Cuts in with the Analytic Center Cutting Plane Method", Mathematical Programming, vol. 84 1999 pp 89-103.

J.-L. Goffin and F. Shari Mokhtarian , "Using the Primal Dual Infeasible Newton Method in the Analytic Center Method for Problems Defned by Deep Cutting Planes", Journal of Optimization Theory and Applications, vol. 101, 35-58, April 1999.

F. Sharifi Mokhtarian and J.-L. Goffin, " A Nonlinear Analytic Center Cutting Plane Method for a Class of Convex Programming Problems" , SlAM Journal on Optimization, vol. 8 No.4, November 1998, pp 1108-1131

F. Sharifi Mokhtarian and J.-L. Goffin, "Long-Step Interior-Point Algorithms for a Class of Variational Inequalities with Monotone Operators," Journal of Optimization Theory and Applications, v. 97, no. 1, April 1998, pp. 181-210.

O.du Merle, J.-L. Goffin and J.-P. Vial, "On Improvements to the Analytic Center Cutting Plane Method," Computational Optimization and Applications, 11, pp. 37-52, 1998.

(and Z.-Q., Luo, Y. Ye) "Complexity Analysis of an Interior Cutting Plane Method for Convex Feasibility Problems", SIAM Journal on Optimization, v. 6, no. 3, 1996, pp. 638-652. 

(and Bahn, O., du Merle O., Vial, J.P.) "A Cutting Plane Method from Analytic Centers for Stochastic Programming", in Nondifferentiable and large scale optimization, Mathematical Programming, Series B, eds. Goffin, J.L. and Vial, J.P. v. 69, 1995, pp. 45-73. 

(O.Bahn, J.P. Vial and O. du Merle, "Experimental Behavior of an Interior Point Cutting Plane Algorithm for Convex Programming: An Application to Geometric Programming", Discrete Applied Mathematics, v. 49, (1994), pp. 3-23. 

(J.P. Vial), "Short Steps with Karmarkar's Projective Algorithm for Linear Programming", SIAM Journal on Optimization, v. 4 (1994), pp. 193-207. 

(Vial, J.-P.) "On the Computation of Weighted Analytic Centers and Dual Ellipsoids with the Projective Algorithm", Mathematical Programming, v. 60 (1993), pp. 81-92. 

(Haurie, A., Vial, J.P. and Zhu, D.L.) "Using Central Prices in the Decomposition of Linear Programs", European Journal of Operational Research, v. 64 (1993), pp. 393-409. 

(Haurie, A. and Vial, J.P.) "Decomposition and Nondifferentiable Optimization with the Projective Algorithm", Management Science, v. 38, no. 2 (February 1992), pp. 284-302. 

(Vial, J.P.) "Cutting Planes and Column Generation Techniques with the Projective Algorithm", Journal of Optimization Theory and Applications, (June 1990), pp. 409-429. 

"Affine and Projective Transformations in Nondifferentiable Optimization", Trends in Mathematical Optimization, (K.-H. Hoffmann, J.-B. Hiriart-Urruty, C. Lemaréchal and J. Zowe) eds., International Series of Numerical Mathematics, Birkhauser Verlag, Basel-Boston, v. 84 (1988), pp. 79-91. 

(and Amey, L.R.) "Joint Product Decisions: The variable proportions case", Contemporary Accounting Research, (Fall 1988), pp. 174-198. 

Papers in Technical & Professional Publications

J.-L. Goffin, J. Gondzio, R. Sarkissian and J.-P. Vial, "Solving Nonlinear Multicommodity Flows Problems by the Analytic Center Cutting Plane Method", Mathematical Programming, Series B, vol 76 1 (1997) pp 131--154. 

Books and Edited Volumes

(Vial, J.P.), eds., Nondifferentiable and Large Scale Optimization, Mathematical Programming, Series B, v. 69, 1995. 

Chapters in Books

S. Elhedhli, J.-L. Goffin and J.-P. Vial, "Nondifferentiable Optimization: Introduction, Applications and Algorithms", in "Encyclopedia on Optimization:", C. Floudas and P. Pardalos, editors, Kluwer Academic Publishers (2001).

S. Elhedhli, J.-L. Goffin and J.-P. Vial, "Nondifferentiable Optimization: Introduction, Cutting Plane Methods", in "Encyclopedia on Optimization:", C. Floudas and P. Pardalos, editors, Kluwer Academic Publishers (2001).

du Merle, O., Goffin, J.-L., Trouiller, C. and Vial, J.-P. "A Lagrangian Relaxation of the Capacitated Multi-Item Lot Sizing Problem Solved with an Interior Point Cutting Plane Algorithm", in "Approximation and Complexity in Numerical Optimization: Continuous and Discrete Problems", P.M. Pardalos, Editor, Kluwer Academic Publishers, Nonconvex Optimization and its Applications, Volume 42, May 2000.

(Luo, Z.Q. and Ye, Y.), "On the complexity of a column generation algorithm for Convex of quasiconvex Feasibility Problems", in Large Scale Optimization: State of the Art, W.W. Hager, D.W. Hearn and P.M. Pardalos, eds., Kluwer Academic Publishers B.V., 1994, pp. 182-191. 

"The Relaxation Method for Linear Inequalities", in I.J. Schoenberg Selected Papers, v. 1, Carl de Boor ed., Birkhauser, Boston-Basel, 1988, pp. 87-88. 

Research Reports

Denault, M., Goffin, J.-L, "Solving Variational Inequalities with a Quadratic Cut Method: A Primal-Dual, Jacobian-Free Approach", octobre 2002 Pages 22, GERAD Technical Report G-2002-58. (accepted in "Computers and Operations Research").

Elhedhli, S. and Goffin, J.-L., " The Integration of an Interior-Point Cutting Plane Method within a Branch-and-Price Algorithm", April 2001, GERAD Technical Report G-2001-19, 30 pages. Accepted in "Mathematical Programming".

F. Sharifi Mokhtarian and J.-L. Goffin, "An Analytic Center Quadratic Cut Method for the Convex Quadratic Feasibility Problem", GERAD Tech. report G--2000--18, 19pp., April 2000

O. du Merle, J.-L. Goffin, C. Trouiller and J.-P. Vial, "A Lagranagian Relaxation of the Capacitated Multi-Item Lot Sizing Problem Solved with an Interior Point Cutting Plane Algorithm", HEC, U. of Geneva Tech. Report, March 1996; Extended abstract, Procceedings of the Workshop on Production Planning and Control, Mons, Belgium, September 1996. 

F. Sharifi Mokhtarian and J.-L. Goffin, "Long-Step Interior-Point Algorithms for a Class of Variational Inequalities with Monotone Operators", GERAD Tech. Report, March 1996. 

J.-L. Goffin, O. du Merle, and J.-P. Vial, "On the Comparative Behavior of Kelley's Cutting Plane Method and the Analytic Center Cutting Plane Method", LOGILAB--HEC, U. of Geneva Tech. Report, March 1996; also GERAD Tech. Report G--96--12. 

J.-L. Goffin and P. Marcotte, and D. Zhu, "Two Cutting Plane Methods for Pseudomonotone Variational Inequalities", Publication du CRT, June 1995, submitted; revised December 1995. 

J.-L. Goffin, "Using the Primal Dual Infeasible Newton Method in the Analytic Center Method for Problems Defined by Deep Cutting Planes", Cahier du GERAD G-94-41, ISSN: 0711-2440, 24 pp, September 1994. 

Conference Proceedings

F. Sharifi Mokhtarian and J.-L. Goffin, "An Analytic Center Self-Concordant Cut Method for the Convex Feasibility Problem", in the proceedings of ACAGO, Samos, Greece, June 2000; Kluwer Publishers (2001). 

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