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Finite-dimensional variational inequality and nonlinear complementarity problems: A survey of theory, algorithms and applications. (English) Zbl 0734.90098

Summary: Over the past decade, the field of finite-dimensional variational inequality and complementarity problems has seen a rapid development in its theory of existence, uniqueness and sensitivity of solution(s), in the theory of algorithms, and in the application of these techniques to transportation planning, regional science, socio-economic analysis, energy modelling, and game theory. This paper provides a state-of-the-art review of these developments as well as a summary of some open research topics in this growing field.

MSC:

90C33 Complementarity and equilibrium problems and variational inequalities (finite dimensions) (aspects of mathematical programming)
90-02 Research exposition (monographs, survey articles) pertaining to operations research and mathematical programming
49J40 Variational inequalities
91B50 General equilibrium theory
91D25 Spatial models in sociology
91A10 Noncooperative games

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References:

[1] H.Z. Aashtiani and T.L. Magnanti, ”Equilibria on a congested transportation network,”SIAM Journal on Algebraic and Discrete Methods 2 (1981) 213–226. · Zbl 0501.90033
[2] H.Z. Aashtiani and T.L. Magnanti, ”A linearization and decomposition algorithm for computing urban traffic equilibria,”Proceedings of the 1982IEEE International Large Scale Systems Symposium (1982) 8–19.
[3] M. Abdulaal and L.J. LeBlanc, ”Continuous equilibrium network design models,”Transportation Research 13B (1979) 19–32. · Zbl 0398.90042
[4] M. Aganagic, ”Variational inequalities and generalized complementarity problems,” Technical Report SOL 78-11, Systems Optimization Laboratory, Department of Operations Research, Stanford University (Stanford, CA 1978).
[5] B.H. Ahn,Computation of Market Equilibria for Policy Analysis: The Project Independence Evaluation Study (PIES) Approach (Garland, NY, 1979).
[6] B.H. Ahn, ”A Gauss-Seidel iteration method for nonlinear variational inequality problems over rectangles,”Operations Research Letters 1 (1982) 117–120. · Zbl 0488.90066
[7] B.H. Ahn, ”A parametric network method for computing nonlinear spatial equilibria,” Research report, Department of Management Science, Korea Advanced Institute of Science and Technology (Seoul, Korea, 1984).
[8] B.H. Ahn and W.W. Hogan, ”On convergence of the PIES algorithm for computing equilibria,”Operations Research 30 (1982) 281–300. · Zbl 0481.90011
[9] E. Allgower and K. Georg, ”Simplicial and continuation methods for approximating fixed points and solutions to systems of equations,”SIAM Review 22 (1980) 28–85. · Zbl 0432.65027
[10] R. Asmuth, ”Traffic network equilibrium,” Technical Report SOL 78-2, Systems Optimization Laboratory, Department of Operations Research, Stanford University (Stanford, CA, 1978).
[11] R. Asmuth, B.C. Eaves and E.L. Peterson, ”Computing economic equilibria on affine networks with Lemke’s algorithm,”Mathematics of Operations Research 4 (1979) 207–214. · Zbl 0443.90027
[12] J.P. Aubin,Mathematical Methods of Game and Economic Theory (North-Holland, Amsterdam, 1979).
[13] M. Avriel,Nonlinear Programming: Analysis and Methods (Prentice-Hall, Englewood Cliffs, NJ, 1976).
[14] S.A. Awoniyi and M.J. Todd, ”An efficient simplicial algorithm for computing a zero of a convex union of smooth functions,”Mathematical Programming 25 (1983) 83–108. · Zbl 0493.90074
[15] C. Baiocchi and A. Capelo,Variational and Quasivariational Inequalities: Application to Free-Boundary Problems (Wiley, New York, 1984). · Zbl 0551.49007
[16] B. Banks, J. Guddat, D. Klatte, B. Kummer and K. Tammer,Nonlinear Parametric Optimization (Birkhauser, Basel, 1983). · Zbl 0502.49002
[17] V. Barbu,Optimal Control of Variational Inequalities (Pitman Advanced Publishing Program, Boston, 1984). · Zbl 0574.49005
[18] M.J. Beckman, C.B. McGuire, and C.B. Winston,Studies in the Economics of Transportation (Yale University Press, New Haven, CT, 1956).
[19] A. Bensoussan, ”Points de Nash dans le cas de fonctionnelles quadratiques et jeux differentials linéaires aN personnes,”SIAM Journal on Control 12 (1974) 460–499. · Zbl 0286.90066
[20] A. Bensoussan, M. Goursat and J.L. Lions, ”Contrôle impulsionnel et inéquations quasivariationnelles stationnaires,”Comptes Rendus Academie Sciences Paris 276 (1973) 1279–1284. · Zbl 0264.49004
[21] A. Bensoussan and J.L. Lions, ”Nouvelle formulation de problèmes de contrôle impulsionnel et applications,”Comptes Rendus Academie Sciences Paris 276 (1973) 1189–1192. · Zbl 0266.49007
[22] A. Bensoussan and J.L. Lions, ”Nouvelles méthodes en contrôle impulsionnel,”Applied Mathematics and Optimization 1 (1974) 289–312. · Zbl 0339.93033
[23] C. Berge,Topological Spaces (Oliver and Boyd, Edinburgh, Scotland, 1963).
[24] D.P. Bertsekas and E.M. Gafni, ”Projection methods for variational inequalities with application to the traffic assignment problem,”Mathematical Programming Study 17 (1982) 139–159. · Zbl 0478.90071
[25] K.C. Border,Fixed Point Theorems with Applications to Economics and Game Theory (Cambridge University Press, Cambridge, 1985).
[26] F.E. Browder, ”Existence and approximation of solutions of nonlinear variational inequalities,”Proceeding of the National Academy of Sciences, U.S.A. 56 (1966) 1080–1086. · Zbl 0148.13502
[27] M. Carey, ”Integrability and mathematical programming models: a survey and parametric approach,”Econometrica 45 (1977) 1957–1976. · Zbl 0369.90009
[28] D. Chan and J.S. Pang, ”The generalized quasi-variational inequality problem,”Mathematics of Operations Research 7 (1982) 211–222. · Zbl 0502.90080
[29] G.S. Chao and T.L. Friesz, ”Spatial price equilibrium sensitivity analysis,”Transportation Research 18B (1984) 423–440.
[30] S.C. Choi, W.S. DeSarbo and P.T. Harker, ”Product positioning under price competition,”Management Science 36 (1990) 265–284. · Zbl 0703.90054
[31] R.W. Cottle,Nonlinear Programs with Positively Bounded Jacobians. Ph.D. dissertation, Department of Mathematics, University of California (Berkeley, CA, 1964). · Zbl 0158.18903
[32] R.W. Cottle, ”Nonlinear programs with positively bounded Jacobians,”SIAM Journal on Applied Mathematics 14 (1966) 147–158. · Zbl 0158.18903
[33] R.W. Cottle, ”Complementarity and variational problems,”Symposia Mathematica XIX (1976) 177–208. · Zbl 0349.90083
[34] R.W. Cottle and G.B. Dantzig, ”Complementary pivot theory of mathematical programming,”Linear Algebra and Its Applications 1 (1968) 103–125. · Zbl 0155.28403
[35] R.W. Cottle, F. Giannessi and J.L. Lions, eds.,Variational Inequalities and Complementarity Problems: Theory and Applications (Wiley, New York, 1980).
[36] R.W. Cottle, G.J. Habetler and C.E. Lemke, ”Quadratic forms semi-definite over convex cones,” in: H.W. Kuhn, ed.,Proceedings of the Princeton Symposium on Mathematical Programming (Princeton University Press, Princeton, NJ, 1970) 551–565. · Zbl 0221.15018
[37] R.W. Cottle, J.S. Pang and V. Venkateswaran, ”Sufficient matrices and the linear complementarity problem,”Linear Algebra and its Applications 114/115 (1989) 231–249. · Zbl 0674.90092
[38] R.W. Cottle and A.F. Veinott, Jr., ”Polyhedral sets having a least element,”Mathematical Programming 3 (1972) 238–249. · Zbl 0245.90015
[39] S. Dafermos, ”Traffic equilibria and variational inequalities,”Transportation Science 14 (1980) 42–54.
[40] S. Dafermos, ”The general multimodal network equilibrium problem with elastic demand,”Networks 12 (1982) 57–72. · Zbl 0478.90022
[41] S. Dafermos, ”Relaxation algorithms for the general asymmetric traffic equilibrium problem,”Transportation Science 16 (1982) 231–240.
[42] S. Dafermos, ”An iterative scheme for variational inequalities,”Mathematical Programming 26 (1983) 40–47. · Zbl 0506.65026
[43] S. Dafermos, ”Sensitivity analysis in variational inequalities,”Mathematics of Operations Research 13 (1988) 421–434. · Zbl 0674.49007
[44] S. Dafermos and A. Nagurney, ”Sensitivity analysis for the general spatial economic equilibrium problem,”Operations Research 32 (1984) 1069–1086. · Zbl 0562.90009
[45] S. Dafermos and A. Nagurney, ”Sensitivity analysis for the asymmetric network equilibrium problem,”Mathematical Programming 28 (1984) 174–184. · Zbl 0535.90038
[46] J.E. Dennis Jr. and R.B. Schnabel,Numerical Methods for Unconstrained Optimization and Nonlinear Equations (Prentice-Hall, Englewood Cliffs, NJ, 1983).
[47] I.C. Dolcetta and U. Mosco, ”Implicit complementarity problems and quasi-variational inequalities,” in: R.W. Cottle, F. Giannessi and J.L. Lions, eds.,Variational Inequalities and Complementarity Problems: Theory and Applications (Wiley, New York, 1980) 75–87.
[48] B.C. Eaves, ”On the basic theorem of complementarity,”Mathematical Programming 1 (1971) 68–75. · Zbl 0227.90044
[49] B.C. Eaves, ”The linear complementarity problem,”Management Science 17 (1971) 612–634. · Zbl 0228.15004
[50] B.C. Eaves, ”Homotopies for computation of fixed points,”Mathematical Programming 3 (1972) 1–22. · Zbl 0276.55004
[51] B.C. Eaves, ”A short course in solving equations with PL homotopies,” in: R.W. Cottle and C.E. Lemke eds.,Nonlinear Programming: SIAM-AMS Proceedings 9 (American Mathematical Society, Providence, RI, 1976) pp. 73–143. · Zbl 0343.47048
[52] B.C. Eaves, ”Computing stationary points,”Mathematical Programming Study 7 (1978) 1–14. · Zbl 0379.90081
[53] B.C. Eaves, ”Computing stationary points, again,” in: O.L. Mangasarian, R.R. Meyer and S.M. Robinson, eds.,Nonlinear Programming 3 (Academic Press, New York, 1978) pp. 391–405. · Zbl 0458.65057
[54] B.C. Eaves, ”Where solving for stationary points by LCPs is mixing Newton iterates,” in: B.C. Eaves, F.J. Gould, H.O. Peitgen and M.J. Todd, eds.,Homotopy Methods and Global Convergence (Plenum Press, New York, 1983) pp. 63–78. · Zbl 0508.65026
[55] B.C. Eaves, ”Thoughts on computing market equilibrium with SLCP,” Technical Report, Department of Operations Research, Stanford University (Stanford, CA, 1986). · Zbl 0696.90007
[56] S.C. Fang,Generalized Variational Inequality, Complementarity and Fixed Point Problems: Theory and Application. Ph.D. dissertation, Northwestern University (Evanston, IL, 1979).
[57] S.C. Fang, ”An iterative method for generalized complementarity problems,”IEEE Transactions on Automatic Control AC-25 (1980) 1225–1227. · Zbl 0483.49027
[58] S.C. Fang, ”Traffic equilibria on multiclass user transportation networks analyzed via variational inequalities,”Tamkang Journal of Mathematics 13 (1982) 1–9. · Zbl 0488.90030
[59] S.C. Fang, ”Fixed point models for the equilibrium problems on transportation networks,”Tamkang Journal of Mathematics 13 (1982) 181–191. · Zbl 0504.90045
[60] S.C. Fang, ”A linearization method for generalized complementarity problems,”IEEE Transactions on Automatic Control AC 29 (1984) 930–933. · Zbl 0544.90095
[61] S.C. Fang and E.L. Peterson, ”Generalized variational inequalities,”Journal of Optimization Theory and Application 38 (1982) 363–383. · Zbl 0471.49007
[62] S.C. Fang and E.L. Peterson, ”General network equilibrium analysis,”International Journal of Systems Sciences 14 (1983) 1249–1257. · Zbl 0523.90040
[63] S.C. Fang and E.L. Peterson, ”An economic equilibrium model on a multicommodity network,”International Journal of Systems Sciences 16 (1985) 479–490. · Zbl 0573.90012
[64] A.V. Fiacco,Introduction to Sensitivity and Stability Analysis in Nonlinear Programming (Academic Press, New York, 1983). · Zbl 0543.90075
[65] A.V. Fiacco and J. Kyparisis, ”Sensitivity analysis in nonlinear programming under second order assumptions,” in: A. Bagchi and H. Th. Jongen, eds.,Systems and Optimization (Springer, Berlin, 1985) pp. 74–97. · Zbl 0573.90089
[66] M. Fiedler and V. Ptak, ”On matrices with nonpositive off-diagonal elements and positive principal minors,”Czechoslovak Mathematics Journal 12 (1962), 382–400. · Zbl 0131.24806
[67] M.L. Fisher and F.J. Gould, ”A simplicial algorithm for the nonlinear complementarity problem,”Mathematical Programming 6 (1974) 281–300. · Zbl 0291.90058
[68] M.L. Fisher and J.W. Tolle, ”The nonlinear complementarity problem: existence and determination of solutions,”SIAM Journal of Control and Optimization 15 (1977), 612–623. · Zbl 0361.90064
[69] C.S. Fisk and D.E. Boyce, ”Alternative variational inequality formulations of the network equilibrium–travel choice problem,”Transportation Science 17 (1983) 454–463.
[70] C.S. Fisk and S. Nguyen, ”Solution algorithms for network equilibrium models with asymmetric user costs,”Transportation Science 16 (1982) 316–381.
[71] M. Florian, ed.,Traffic Equilibrium Methods (Springer, Berlin, 1976). · Zbl 0319.00013
[72] M. Florian, ”Nonlinear cost network models in transportation analysis,”Mathematical Programming Study 26 (1986) 167–196. · Zbl 0607.90029
[73] M. Florian and M. Los, ”A new look at static spatial price equilibrium models,”Regional Science and Urban Economics 12 (1982) 579–597.
[74] M. Florian and H. Spiess, ”The convergence of diagonalization algorithms for asymmetric network equilibrium problems,”Transportation Research 16B (1982) 447–483.
[75] T.L. Friesz, ”Network equilibrium, design and aggregation,”Transportation Research 19A (1985) 413–427.
[76] T.L. Friesz, R.L. Tobin, T.E. Smith and P.T. Harker, ”A nonlinear complementary formulation and solution procedure for the general derived demand network equilibrium problem,”Journal of Regional Science 23 (1983) 337–359.
[77] T.L. Friesz and P.T. Harker, ”Freight network equilibrium: a review of the state of the art,” in: A. Daughety, ed.,Analytical Studies in Transportation Economics (Cambridge University Press, Cambridge, 1985) 161–206.
[78] T.L. Friesz, P.T. Harker and R.L. Tobin, ”Alternative algorithms for the general network spatial price equilibrium problem,”Journal of Regional Science 24 (1984) 473–507.
[79] M. Fukushima, ”A relaxed projection method for variational inequalities,”Mathematical Programming 35 (1986) 58–70. · Zbl 0598.49024
[80] D. Gabay and H. Moulin, ”On the uniqueness and stability of Nash-equilibria in noncooperative games,” in: A. Bensoussan, P. Kleindorfer and C.S. Tapiero, eds.,Applied Stochastic Control in Econometrics and Management Science (North-Holland, Amsterdam, 1980) pp. 271–292. · Zbl 0461.90085
[81] C.B. Garcia and W.I. Zangwill,Pathways to Solutions, Fixed Points and Equilibria (Prentice-Hall, Englewood Cliffs, NJ, 1981). · Zbl 0512.90070
[82] R. Glowinski, J.L. Lions and R. Trémolières,Analyses Numérique des Inéquations Variationalles: Methodes Mathematiques de l’Informatique (Dunod, Paris, 1976).
[83] C.D. Ha, ”Application of degree theory in stability of the complementarity problem,”Mathematics of Operations Research 12 (1987) 368–376. · Zbl 0616.90082
[84] G.J. Habetler and M.M. Kostreva, ”On a direct algorithm for nonlinear complementarity problems,”SIAM Journal of Control and Optimization 16 (1978) 504–511. · Zbl 0392.90083
[85] G.J. Habetler and A.L. Price, ”Existence theory for generalized nonlinear complementarity problems,”Journal of Optimization Theory and Applications 7 (1971) 223–239. · Zbl 0212.24001
[86] J.H. Hammond,Solving Asymmetric Variational Inequality Problems and Systems of Equation with Generalized Nonlinear Programming Algorithms. Ph.D. dissertation, Department of Mathematics, M.I.T. (Cambridge, MA, 1984).
[87] J.H. Hammond and T.L. Magnanti, ”Generalized descent methods for asymmetric systems of equations,”Mathematics of Operations Research 12 (1987) 678–699. · Zbl 0642.65035
[88] J.H. Hammond and T.L. Magnanti, ”A contracting ellipsoid method for variational inequality problems,” Working Paper OR 160-87, Operations Research Center, M.I.T. (Cambridge, MA, 1987).
[89] T.H. Hansen,On the Approximation of a Competitive Equilibrium. Ph.D. dissertation, Department of Economics, Yale University (New Haven, CT, 1968).
[90] T.H. Hansen and H. Scarf, ”On the approximation of Nash equilibrium points in an N-person noncooperative game,”SIAM Journal of Applied Mathematics 26 (1974) 622–637. · Zbl 0279.90046
[91] P.T. Harker, ”A variational inequality approach for the determination of oligopolistic market equilibrium,”Mathematical Programming 30 (1984) 105–111. · Zbl 0559.90015
[92] P.T. Harker, ”A generalized spatial price equilibrium model,”Papers of the Regional Science Association 54 (1984) 25–42.
[93] P.T. Harker, ed.,Spatial Price Equilibrium: Advances in Theory, Computation and Application. Lecture Notes in Economics and Mathematical Systems, Vol 249 (Springer, Berlin, 1985). · Zbl 0568.90002
[94] P.T. Harker, ”Existence of competitive equilibria via Smith’s nonlinear complementarity result,”Economics Letters 19 (1985) 1–4. · Zbl 1273.91273
[95] P.T. Harker, ”Alternative models of spatial competition,”Operations Research 34 (1986) 410–425. · Zbl 0602.90018
[96] P.T. Harker, ”A note on the existence of traffic equilibria,”Applied Mathematics and Computation 18 (1986) 277–283. · Zbl 0597.90031
[97] P.T. Harker,Predicting Intercity Freight Flows (VNU Science Press, Utrecht, The Netherlands, 1987).
[98] P.T. Harker, ”Multiple equilibria behaviors on networks,”Transportation Science 22 (1988), 39–46. · Zbl 0638.90040
[99] P.T. Harker, ”Accelerating the convergence of the diagonalization and projection algorithms for finite-dimensional variational inequalities,”Mathematical Programming 41 (1988) 29–59. · Zbl 0825.49019
[100] P.T. Harker, ”The core of a spatial price equilibrium game,”Journal of Regional Science 27 (1987) 369–389.
[101] P.T. Harker, ”Privatization of urban mass transportation: application of computable equilibrium models for network competition,”Transportation Science 22 (1988) 96–111.
[102] P.T. Harker, ”Generalized Nash games and quasivariational inequalities,” to appear in:European Journal of Operational Research. · Zbl 0754.90070
[103] P.T. Harker and S.C. Choi, ”A penalty function approach for mathematical programs with variational inequality constraints,” Working paper 87-09-08, Department of Decision Sciences, University of Pennsylvania (Philadelphia, PA, 1987). · Zbl 0732.90075
[104] P.T. Harker and J.S. Pang, ”Existence of optimal solutions to mathematical programs with equilibrium constraints,”Operations Research Letters 7 (1988) 61–64. · Zbl 0648.90065
[105] P.T. Harker and J.S. Pang, ”A damped-Newton method for the linear complementarity problem,” in: E.L. Allgower and K. Georg, eds.,Computational Solution of Nonlinear Systems of Equations. AMS Lectures on Applied Mathematics 26 (1990) 265–284. · Zbl 0699.65054
[106] P.T. Harker and J.S. Pang,Equilibrium Modeling With Variational Inequalities: Theory, Computation and Application, in preparation.
[107] P. Hartman and G. Stampacchia, ”On some nonlinear elliptic differential functional equations,”Acta Mathematica 115 (1966) 153–188. · Zbl 0142.38102
[108] A. Haurie and P. Marcotte, ”On the relationship between Nash-Cournot and Wardrop equilibria,”Networks 15 (1985) 295–308. · Zbl 0579.90030
[109] A. Haurie and P. Marcotte, ”A game-theoretic approach to network equilibrium,”Mathematical Programming Study 26 (1986) 252–255. · Zbl 0587.90043
[110] A. Haurie, G. Zaccour, J. Legrand and Y. Smeers, ”A stochastic dynamic Nash-Cournot model for the European gas market,” Working Paper G-87-24, École des Hautes Études Commeriales, Université de Montréal (Montréal, Que., 1987).
[111] D.W. Hearn, ”The gap function of a convex program,”Operations Research Letters 1 (1982) 67–71. · Zbl 0486.90070
[112] D.W. Hearn, S. Lawphongpanich and S. Nguyen, ”Convex programming formulation of the asymmetric traffic assignment problem,”Transportation Research 18B (1984) 357–365.
[113] D.W. Hearn, S. Lawphongpanich and J.A. Ventura, ”Restricted simplicial decomposition: computation and extensions,”Mathematical Programming Study 31 (1987) 99–118. · Zbl 0636.90027
[114] W. Hildenbrand and A.P. Kirman,Introduction to Equilibrium Analysis (North-Holland, Amsterdam, 1976). · Zbl 0345.90004
[115] A.V. Holden, ed.,Chaos (Princeton University Press, Princeton, NJ, 1986). · Zbl 0743.58005
[116] T. Ichiishi,Game Theory for Economic Analysis (Academic Press, New York, 1983). · Zbl 0522.90104
[117] C.M. Ip,The Distorted Stationary Point Problem. Ph.D. dissertation, School of Operations Research and Industrial Engineering, Cornell University (Ithaca, NY, 1986).
[118] K. Jittorntrum, ”Solution point differentiability without strict complementarity in nonlinear programming,”Mathematical Programming Study 21 (1984) 127–138. · Zbl 0571.90080
[119] P.C. Jones, G. Morrison, J.C. Swarts and E. Theise, ”Nonlinear spatial price equilibrium algorithms: a computational comparison,”Microcomputers in Civil Engineering 3 (1988) 265–271.
[120] P.C. Jones, R. Saigal and M. Schneider, ”Computing nonlinear network equilibria,”Mathematical Programming 31 (1985) 57–66. · Zbl 0571.90091
[121] N.H. Josephy, ”Newton’s method for generalized equations,” Technical Report No. 1965, Mathematics Research Center, University of Wisconsin (Madison, WI, 1979).
[122] N.H. Josephy, ”Quasi-Newton methods for generalized equations,” Technical Report No. 1966, Mathematics Research Center, University of Wisconsin (Madison, WI, 1979).
[123] N.H. Josephy, ”A Newton method for the PIES energy model,” Technical Summary Report No. 1977, Mathematics Research Center, University of Wisconsin (Madison, WI, 1979).
[124] S. Karamardian, ”The nonlinear complementarity problem with applications, parts I and II,”Journal of Optimization Theory and Applications 4 (1969) 87–98 and 167-81. · Zbl 0169.06901
[125] S. Karamardian, ”Generalized complementarity problem,”Journal of Optimization Theory and Applications 8 (1971) 161–167. · Zbl 0208.46301
[126] S. Karamardian, ”The complementarity problem,”Mathematical Programming 2 (1972) 107–129. · Zbl 0247.90058
[127] S. Karamardian, ”Complementarity problems over cones with monotone and pseudomonotone maps,”Journal of Optimization Theory and Applications 18 (1976) 445–454. · Zbl 0304.49026
[128] S. Karamardian, ”An existence theorem for the complementarity problem,”Journal of Optimization Theory and Applications 18 (1976) 445–454. · Zbl 0304.49026
[129] W. Karush,Minima of Functions of Several Variables with Inequalities as Side Conditions. M.S. thesis, Department of Mathematics, University of Chicago (Chicago, IL, 1939).
[130] D. Kinderlehrer and G. Stampacchia,An Introduction to Variational Inequalities and Their Application (Academic Press, New York, 1980). · Zbl 0457.35001
[131] M. Kojima, ”Computational methods for solving the nonlinear complementarity problem,”Keio Engineering Reports 27 (1974) 1–41. · Zbl 0406.90071
[132] M. Kojima, ”A unification of the existence theorems of the nonlinear complementarity problem,”Mathematical Programming 9 (1975) 257–277. · Zbl 0347.90039
[133] M. Kojima, ”Strongly stable stationary solutions in nonlinear programming,” in: S.M. Robinson, ed.,Analysis and Computation of Fixed Points (Academic Press, New York, 1980) pp. 93–138.
[134] M. Kojima, S. Mizuno, and T. Noma, ”A new continuation method for complementarity problems with uniform P-functions,”Mathematical Programming 43 (1989) 107–114. · Zbl 0673.90084
[135] M. Kojima, S. Mizuno, and T. Noma, ”Limiting behavior of trajectories generated by a continuation method for monotone complementarity problems,” Research Report No. B-199, Department of Information Sciences, Tokyo Institute of Technology (Tokyo, Japan, 1988). · Zbl 0719.90085
[136] M.M. Kostreva, ”Block pivot methods for solving the complementarity problem,”Linear Algebra and Its Application 21 (1978) 207–215. · Zbl 0395.65032
[137] M.M. Kostreva, ”Elasto-hydrodynamic lubrication: a nonlinear complementarity problem,”International Journal for Numerical Methods in Fluids 4 (1984) 377–397. · Zbl 0551.76007
[138] H. Kremers and D. Talman, ”Solving the nonlinear complementarity problem with lower and upper bounds,” FEW330, Department of Econometrics, Tilburg University (Tilburg, The Netherlands, 1988). · Zbl 0704.90094
[139] H.W. Kuhn, ”Simplicial approximation of fixed points,”Proceedings of the National Academy of Sciences U.S.A. 61 (1968) 1238–1242. · Zbl 0191.54904
[140] H.W. Kuhn and A.W. Tucker, ”Nonlinear programming,” in: J. Neyman, ed.,Proceedings of the Second Berkeley Symposium on Mathematical Statistics and Probability, (University of California Press, Berkeley, CA, 1951) pp. 481–492. · Zbl 0044.05903
[141] J. Kyparisis, ”Uniqueness and differentiability of solutions of parametric nonlinear complementarity problems,”Mathematical Programming 36 (1986) 105–113. · Zbl 0613.90096
[142] J. Kyparisis, ”Sensitivity analysis framework for variational inequalities,”Mathematical Programming 38 (1987) 203–213.
[143] J. Kyparisis, ”Perturbed solutions of variational inequality problems over polyhedral sets,”Journal of Optimization Theory and Applications 57 (1988) 295–305. · Zbl 0621.49004
[144] J. Kyparisis, ”Sensitivity analysis for nonlinear programs and variational inequalities with nonunique multipliers,” Working paper, Department of Decision Sciences and Information Systems, Florida International University (Miami, FL, 1987).
[145] S. Lawphongpanich and D.W. Hearn, ”Simplicial decomposition of asymmetric traffic assignment problem,”Transportation Research 18B (1984) 123–133.
[146] S. Lawphongpanich and D.W. Hearn, ”Bender’s decomposition for variational inequalities,”Mathematical Programming (Series B) 48 (1990) 231–247, this issue. · Zbl 0722.90024
[147] S. Lawphongpanich and D.W. Hearn, ”Restricted simplicial decomposition with application to the traffic assignment problem,”Ricera Operativa 38 (1986) 97–120.
[148] L.J. LeBlanc, E.K. Morlok and W.P. Pierskalla, ”An efficient approach to solving the road network equilibrium traffic assignment problem,”Transportation Research 9 (1974) 309–318.
[149] C.E. Lemke, ”Bimatrix equilibrium points and mathematical programming,”Management Science 11 (1965) 681–689. · Zbl 0139.13103
[150] C.E. Lemke and J.T. Howson, ”Equilibrium points of bimatrix games,”SIAM Review 12 (1964) 45–78. · Zbl 0128.14804
[151] Y.Y. Lin and J.S. Pang, ”Iterative methods for large convex quadratic programs: a survey,”SIAM Journal on Control and Optimization 25 (1987) 383–411. · Zbl 0624.90083
[152] J.L. Lions and G. Stampacchia, ”Variational inequalities,”Communications on Pure and Applied Mathematics 20 (1967) 493–519. · Zbl 0152.34601
[153] H.J. Lüthi, ”On the solution of variational inequality by the ellipsoid method,”Mathematics of Operations Research 10 (1985) 515–522. · Zbl 0586.49016
[154] T.L. Magnanti, ”Models and algorithms for predicting urban traffic equilibria,” in: M. Florian, ed.,Transportation Planning Models (North-Holland, Amsterdam, 1984) pp. 153–185. · Zbl 0598.90038
[155] O. Mancino and G. Stampacchia, ”Convex programming and variational inequalities,”Journal of Optimization Theory and Application 9 (1972) 3–23. · Zbl 0223.90031
[156] O.L. Mangasarian, ”Equivalence of the complementarity problem to a system of nonlinear equations,”SIAM Journal on Applied Mathematics 31 (1976) 89–92. · Zbl 0339.90051
[157] O.L. Mangasarian, ”Locally unique solutions of quadratic programs, linear and nonlinear complementarity problems,”Mathematical Programming 19 (1980) 200–212. · Zbl 0442.90089
[158] O.L. Mangasarian and L. McLinden, ”Simple bounds for solutions of monotone complementarily problems and convex programs,”Mathematical Programming 32 (1985) 32–40. · Zbl 0567.90093
[159] A.S. Manne, ”On the formulation and solution of economic equilibrium models,”Mathematical Programming Study 23 (1985) 1–22. · Zbl 0575.90012
[160] A.S. Manne and P.V. Preckel, ”A three-region intertemporal model of energy, international trade and capital flows,”Mathematical Programming Study 23 (1985) 56–74. · Zbl 0574.90013
[161] P. Marcotte, ”Network optimization with continuous control parameters,”Transportation Science 17 (1983) 181–197.
[162] P. Marcotte, ”Quelques notes et résultats nouveaux sur les problème d’equilibre d’un oligopole,”R.A.I.R.O. Recherche Opérationnelle 18 (1984) 147–171. · Zbl 0545.90011
[163] P. Marcotte, ”A new algorithm for solving variational inequalities with application to the traffic assignment problem,”Mathematical Programming 33 (1985) 339–351.
[164] P. Marcotte, ”Gap-decreasing algorithms for monotone variational inequalities,” paper presented at the ORSA/TIMS Meeting, Miami Beach, October 1986.
[165] P. Marcotte, ”Network design with congestion effects: a case of bi-level programming,”Mathematical Programming 34 (1986) 142–162. · Zbl 0604.90053
[166] P. Marcotte and J.P. Dussault, ”A modified Newton method for solving variational inequalities,”Proceeding of the 24th IEEE Conference on Decision and Control, pp. 1433–1436.
[167] P. Marcotte and J.P. Dussault, ”A note on a globally convergent Newton method for solving monotone variational inequalities,”Operations Research Letters 6 (1987) 35–42. · Zbl 0623.65073
[168] L. Mathiesen, ”Computation of economic equilibria by a sequence of linear complementarity problems,”Mathematical Programming Study 23 (1985) 144–162. · Zbl 0579.90093
[169] L. Mathiesen, ”Computational experience in solving equilibrium models by a sequence of linear complementarity problems,”Operations Research 33 (1985) 1225–1250. · Zbl 0583.90097
[170] L. Mathiesen, ”An algorithm based on a sequence of linear complementarity problems applied to a Walrasian equilibrium model: an example,”Mathematical Programming 37 (1987) 1–18. · Zbl 0613.90098
[171] L. Mathiesen and A. Lont, ”Modeling market equilibria: an application to the world steel market,” Working Paper MU04, Center for Applied Research, Norwegian School of Economics and Business Administration (Bergen, Norway, 1983).
[172] L. Mathiesen and E. Steigum, Jr., ”Computation of unemployment equilibria in a two-country multi-period model with neutral money,” Working Paper, Center for Applied Research, Norwegian School of Economics and Business Administration (Bergen, Norway, 1985).
[173] L. McKenzie, ”Why compute economic equilibria?,” in:Computing Equilibria: How and Why (North-Holland, Amsterdam, 1976).
[174] L. McLinden, ”The complementarity problem for maximal monotone multifunctions,” in: R.W. Cottle, F. Giannessi and J.L. Lions, eds.,Variational Inequalities and Complementarity Problems (Academic Press, New York, 1980) pp. 251–270. · Zbl 0499.90073
[175] L. McLinden, ”An analogue of Moreau’s proximation theorem, with application to the nonlinear complementarity problem,”Pacific Journal of Mathematics 88 (1980) 101–161. · Zbl 0403.90081
[176] L. McLinden, ”Stable monotone variational inequalities,”Mathematical Programming (Series B) 48 (1990) 303–338, this issue. · Zbl 0726.90093
[177] N. Megiddo, ”A monotone complementarity problem with feasible solutions but no complementary solutions,”Mathematical Programming 12 (1977) 131–132. · Zbl 0353.90084
[178] N. Megiddo, ”On the parametric nonlinear complementarity problem,”Mathematical Programming Study 7 (1978) 142–159. · Zbl 0379.90094
[179] N. Megiddo and M. Kojima, ”On the existence and uniqueness of solutions in nonlinear complementarity theory,”Mathematical Programming 12 (1977) 110–130. · Zbl 0363.90102
[180] G.J. Minty, ”Monotone (non-linear) operators in Hilbert space,”Duke Mathematics Journal 29 (1962) 341–346. · Zbl 0111.31202
[181] J.J. Moré, ”The application of variational inequalities to complementarity problems and existence theorems,” Technical Report 71–90, Department of Computer Sciences, Cornell University (Ithaca, NY, 1971).
[182] J.J. Moré, ”Classes of functions and feasibility conditions in nonlinear complementarity problems,”Mathematical Programming 6 (1974) 327–338. · Zbl 0291.90059
[183] J.J. Moré, ”Coercivity conditions in nonlinear complementarity problems,”SIAM Review 17 (1974) 1–16. · Zbl 0272.65041
[184] J.J. Moré and W.C. Rheinboldt, ”On P- and S-functions and related classes of n-dimensional nonlinear mappings,”Linear Algebra and Its Applications 6 (1973) 45–68. · Zbl 0247.65038
[185] J.J. Moreau, ”Proximitè et dualitè dans un espace Hilberiten,”Bulletin of the Society of Mathematics of France 93 (1965) 273–299. · Zbl 0136.12101
[186] J.D. Murchland, ”Braess’ paradox of traffic flow,”Transportation Research 4 (1970) 391–394.
[187] K.G. Murty,Linear Complementarity, Linear and Nonlinear Programming (Helderman, Berlin, 1988). · Zbl 0634.90037
[188] A. Nagurney, ”Comparative tests of multimodal traffic equilibrium methods,”Transportation Research 18B (1984) 469–485.
[189] A. Nagurney, ”Computational comparisons of algorithms for general asymmetric traffic equilibrium problems with fixed and elastic demand,”Transportation Research 20B (1986) 78–84.
[190] A. Nagurney, ”Computational comparisons of spatial price equilibrium methods,”Journal of Regional Science 27 (1987) 55–76.
[191] A. Nagurney, ”Competitive equilibrium problems, variational inequalities and regional science,”Journal of Regional Science 27 (1987) 503–517.
[192] J.F. Nash, ”Equilibrium points in n-person games,”Proceedings of the National Academy of Sciences 36 (1950) 48–49. · Zbl 0036.01104
[193] S. Nguyen and C. Dupuis, ”An efficient method for computing traffic equilibria in networks with asymmetric transportation costs,”Transportation Science 18 (1984) 185–202.
[194] J.M. Ortega and W.C. Rheinboldt,Iterative Solution of Nonlinear Equations in Several Variables (Academic Press, New York, 1970). · Zbl 0241.65046
[195] A.R. Pagan and J.H. Shannon, ”Sensitivity analysis for linearized computable general equilibrium models,” in: J. Piggott and J. Whalley, eds.,New Developments in Applied General Equilibrium Analysis (Cambridge University Press, Cambridge, 1985) pp. 104–118.
[196] J.S. Pang,Least-Element Complementarity Theory. Ph.D. dissertation, Department of Operations Research, Stanford University (Stanford, CA, 1976).
[197] J.S. Pang, ”The implicit complementarity problem”, in: O.L. Managasarian, R.R. Meyer and S.M. Robinson, eds.,Nonlinear Programming 4 (Academic Press, New York, 1981) 487–518. · Zbl 0534.90090
[198] J.S. Pang, ”A column generation technique for the computation of stationary points,”Mathematics of Operations Research 6 (1981) 213–244. · Zbl 0497.90071
[199] J.S. Pang, ”On the convergence of a basic iterative method for the implicit complementarity problem,”Journal of Optimization Theory and Application 37 (1982) 149–162. · Zbl 0482.90084
[200] J.S. Pang, ”Solution of the general multicommodity spatial equilibrium problem by variational and complementarity methods,”Journal of Regional Science 24 (1984) 403–414.
[201] J.S. Pang, ”Variational inequality problems over product sets: applications and iterative methods,”Mathematical Programming 31 (1985) 206–219. · Zbl 0578.49006
[202] J.S. Pang, ”Inexact Newton methods for the nonlinear complementarity problem,”Mathematical Programming 36 (1986) 54–71. · Zbl 0613.90097
[203] J.S. Pang, ”A posteriori error bounds for linearly constrained variational inequality problems,”Mathematics of Operations Research 12 (1987) 474–484.
[204] J.S. Pang, ”Two characterization theorems in complementarity theory,”Operations Research Letters 7 (1988) 27–31. · Zbl 0643.90087
[205] J.S. Pang, ”Newton’s method for B-differentiable equations,” to appear in:Mathematics of Operations Research. · Zbl 0716.90090
[206] J.S. Pang, ”Solution differentiability and continuation of Newton’s method for variational inequality problems over polyhedral sets,” to appear in:Journal of Optimization Theory and Applications. · Zbl 0681.49011
[207] J.S. Pang and D. Chan, ”Iterative methods for variational and complementarity problems,”Mathematical Programming 24 (1982) 284–313. · Zbl 0499.90074
[208] J.S. Pang and J.M. Yang, ”Parallel Newton methods for the nonlinear complementarity problem,”Mathematical Programming (Series B) 42 (1988) 407–420. · Zbl 0665.90091
[209] J.S. Pang and C.S. Yu, ”Linearized simplicial decomposition methods for computing traffic equilibria on networks,”Networks 14 (1984) 427–438. · Zbl 0545.90037
[210] P.V. Preckel, ”Alternative algorithms for computing economic equilibria,”Mathematical Programming Study 23 (1985) 163–172. · Zbl 0574.90092
[211] P.V. Preckel, ”A modified Newton method for the nonlinear complementarity problem and its implementation,” paper presented at the ORSA/TIMS Meeting, Miami Beach, FL, October 1986.
[212] Y. Qiu and T.L. Magnanti, ”Sensitivity analysis for variational inequalities defined on polyhedral sets,”Mathematics of Operations Research 14 (1989) 410–432. · Zbl 0698.90069
[213] Y. Qiu and T.L. Magnanti, ”Sensitivity analysis for variational inequalities,” Working Paper OR 163-87, Operations Research Center, M.I.T. (Cambridge, MA, 1987).
[214] A. Reinoza,A Degree For Generalized Equations. Ph.D. dissertation, Department of Industrial Engineering, University of Wisconsin (Madison, WI, 1979). · Zbl 0476.90061
[215] A. Reinoza, ”The strong positivity conditions,”Mathematics of Operations Research 10 (1985) 54–62. · Zbl 0568.90080
[216] W.C. Rheinboldt,Numerical Analysis of Parameterized Nonlinear Equations (Wiley, New York, 1986). · Zbl 0582.65042
[217] S.M. Robinson, ”Generalized equations and their solutions, part I: basic theory,”Mathematical Programming Study 10 (1979) 128–141. · Zbl 0404.90093
[218] S.M. Robinson, ”Strongly regular generalized equations,”Mathematics of Operations Research 5 (1980) 43–62. · Zbl 0437.90094
[219] S.M. Robinson, ”Generalized equations and their solutions, part II: applications to nonlinear programming,”Mathematical Programming Study 19 (1982) 200–221. · Zbl 0495.90077
[220] S.M. Robinson, ”Generalized equations,” in: A. Bachem, M. Grötschel and B. Korte, eds.,Mathematical Programming: The State of the Art (Springer, Berlin, 1982) pp. 346–367.
[221] S.M. Robinson, ”Implicit B-differentiability in generalized equations,” Technical Summary Report No. 2854, Mathematics Research Center, University of Wisconsin (Madison, WI, 1985).
[222] S.M. Robinson, ”Local structure of feasible sets in nonlinear programming, part III: stability and sensitivity,”Mathematical Programming Study 30 (1987) 45–66. · Zbl 0629.90079
[223] S.M. Robinson, ”An implicit-function theorem for a class of nonsmooth functions,” to appear in:Mathematics of Operations Research. · Zbl 0746.46039
[224] R.T. Rockafellar, ”Characterization of the subdifferentials of convex functions,”Pacific Journal of Mathematics 17 (1966) 497–510. · Zbl 0145.15901
[225] R.T. Rockafellar, ”Convex functions, monotone operators, and variational inequalities,”Theory and Applications of Monotone Operators: Proceedings of the NATO Advanced Study Institute, Venice, Italy (Edizioni Oderisi, Gubbio, Italy, 1968) pp. 35–65.
[226] R.T. Rockafellar, ”On the maximal monotonicity of subdifferential mappings,”Pacific Journal of Mathematics 33 (1970) 209–216. · Zbl 0199.47101
[227] R.T. Rockafellar,Convex Analysis (Princeton University Press, Princeton, NJ, 1970). · Zbl 0193.18401
[228] R.T. Rockafellar, ”Augmented Lagrangian and application of the proximal point algorithm in convex programming,”Mathematics of Operations Research 1 (1976) 97–116. · Zbl 0402.90076
[229] R.T. Rockafellar, ”Monotone operators and the proximal point algorithm,”SIAM Journal on Control and Optimization 14 (1976) 877–898. · Zbl 0358.90053
[230] R.T. Rockafellar, ”Lagrange multipliers and variational inequalities,” in: R.W. Cottle, F. Giannessi, and J.L.Lions, eds.,Variational Inequalities and Complementarity Problems: Theory and Applications (Wiley, New York, 1980) pp. 303–322. · Zbl 0491.49007
[231] T.F. Rutherford,Applied General Equilibrium Modeling. Ph.D. dissertation Department of Operations Research, Stanford University (Stanford, CA, 1986).
[232] T.F. Rutherford, ”Implementation issues and computational performance solving applied general equilibrium models with SLCP,” Discussion Paper 837, Cowles Foundation for Research in Economics, Yale University (New Haven, CT, 1987).
[233] R. Saigal, ”Extension of the generalized complementarity problem,”Mathematics of Operations Research 1 (1976) 260–266. · Zbl 0363.90091
[234] P.A. Samuelson, ”Spatial price equilibrium and linear programming,”American Economic Review 42 (1952) 283–303.
[235] H.E. Scarf, ”The approximation of fixed points of a continuous mapping,”SIAM Journal on Applied Mathematics 15 (1967) 1328–1342. · Zbl 0153.49401
[236] H.E. Scarf and T. Hansen,Computation of Economic Equilibria (Yale University Press, New Haven, CT, 1973). · Zbl 0311.90009
[237] A. Shapiro, ”On concepts of directional differentiability,” Research Report 73/88(18), Department of Mathematics and Applied Mathematics, University of South Africa (Pretoria, South Africa, 1988). · Zbl 0682.49015
[238] J.B. Shoven, ”Applying fixed points algorithms to the analysis of tax policies,” in: S. Karmardian and C.B. Garcia, eds.,Fixed Points: Algorithms and Applications (Academic Press, New York, 1977) pp. 403–434.
[239] J.B. Shoven, ”The application of fixed point methods to economics,” in: B.C. Eaves, F.J. Gould, H.O. Peitgen, and M.J. Todd, eds.,Homotopy Methods and Global Convergence (Plenum Press, New York, 1983) pp. 249–262. · Zbl 0523.90026
[240] S. Smale, ”A convergent process of price adjustment and global Newton methods,”Journal of Mathematical Economics 3 (1976) 107–120. · Zbl 0354.90018
[241] M.J. Smith, ”The existence, uniqueness and stability of traffic equilibria,”Transportation Research 13B (1979) 295–304.
[242] M.J. Smith, ”The existence and calculation of traffic equilibria,”Transportation Research 17B (1983) 291–303.
[243] M.J. Smith, ”A descent algorithm for solving monotone variational inequality and monotone complementarity problems,”Journal of Optimization Theory and Application 44 (1984) 485–496. · Zbl 0535.49023
[244] M.J. Smith, ”The stability of a dynamic model of traffic assignment- an application of a method of Lyapunov,”Transportation Science 18 (1984) 245–252.
[245] T.E. Smith, ”A solution condition for complementarity problems: with an apilication to spatial price equilibrium,”Applied Mathematics and Computation 15 (1984) 61–69. · Zbl 0545.90094
[246] J.E. Spingarn, ”Partial inverse of a monotone operator,”Applied Mathematics and Optimization 10 (1983) 247–265. · Zbl 0524.90072
[247] J.E. Spingarn, ”Applications of the method of partial inverses to convex programming: decomposition,”Mathematical Programming 32 (1985) 199–223. · Zbl 0565.90058
[248] J.E. Spingarn, ”On computation of spatial economic equilibria,” Discussion Paper 8731, Center for Operations Research and Econometrics, Université Catholique de Louvain (Louvain-la-Neuve, Belgium, 1987). · Zbl 0679.47029
[249] G. Stampacchia, ”Variational inequalities,” inTheory and Applications of Monotone Operators, Proceedings of the NATO Advanced Study Institute, Venice, Italy (Edizioni Oderisi, Gubbio, Italy, 1968) pp. 102–192.
[250] R. Steinberg and R.E. Stone, ”The prevalence of paradoxes in transportation equilibrium problems,” Working paper, AT&T Bell Laboratories (Holmdel, NJ, 1987).
[251] R. Steinberg and W.I. Zangwill, ”The prevalence of Braess’ paradox,”Transportation Science 17 (1983) 301–319.
[252] J.C. Stone, ”Sequential optimization and complementarity techniques for computing economic equilibria,”Mathematical Programming Study 23 (1985) 173–191. · Zbl 0574.90093
[253] P.K. Subramanian, ”Gauss-Newton methods for the nonlinear complementarity problem,” Technical Summary Report No. 2845, Mathematics Research Center, University of Wisconsin (Madison, WI, 1985).
[254] P.K. Subramanian, ”Fixed-point methods for the complementarity problem,” Technical Summary Report No. 2857, Mathematics Research Center, University of Wisconsin (Madison, WI, 1985). · Zbl 0646.65052
[255] P.K. Subramanian, ”A note on least two norm solutions of monotone complementarity problems,”Applied Mathematics Letters 1 (1988) 395–397. · Zbl 0706.65061
[256] A. Tamir, ”Minimality and complementarity properties associated with Z-functions and Mfunctions,”Mathematical Programming 7 (1974) 17–31. · Zbl 0291.90057
[257] R.L. Tobin, ”General spatial price equilibria: sensitivity analysis for variational inequality and nonlinear complementarity formulations,” in: P.T. Harker, ed.,Spatial Price Equilibrium: Advances in Theory, Computation and Application, Lecture Notes in Economics and Mathematical Systems, Vol. 249 (Springer, Berlin, 1985) pp. 158–195.
[258] R.L. Tobin, ”Sensitivity analysis for variational inequalities,”Journal of Optimization Theory and Applications 48 (1986) 191–204. · Zbl 0557.49004
[259] M.J. Todd,The Computation of Fixed Points and Applications (Springer, Berlin, 1976). · Zbl 0332.54003
[260] M.J. Todd, ”A note on computing equilibria in economics with activity models of production”,Journal of Mathematical Economics 6 (1979) 135–144. · Zbl 0432.90014
[261] G. Van der Laan and A.J.J. Talman, ”Simplicial approximation of solutions to the nonlinear complementarity problem with lower and upper bounds,”Mathematical Programming 38 (1987) 1–15. · Zbl 0633.90082
[262] J.A. Ventura and D.W. Hearn, ”Restricted simplicial decomposition for convex constrained problems,” Research Report No. 86-15, Department of Industrial and Systems Engineering, University of Florida (Gainesville, FL, 1986). · Zbl 0801.90092
[263] J.G. Wardrop, ”Some theoretical aspects of road traffic research,”Proceedings of the Institute of Civil Engineers, Part II (1952) 325–378.
[264] L.T. Watson, ”Solving the nonlinear complementarity problem by a homotopy method,”SIAM Journal on Control and Optimization 17 (1979) 36–46. · Zbl 0407.90083
[265] J. Whalley, ”Fiscal harmonization in the EEC: some preliminary findings of fixed point calculations,” in: S. Karamardian and C.B. Garcia, eds.,Fixed Points: Algorithms and Applications (Academic Press, New York, 1977) pp. 435–472. · Zbl 0424.90015
[266] Y. Yamamoto, ”A path following algorithm for stationary point problems,”Journal of the Operations Research Society of Japan 30 (1987) 181–198. · Zbl 0616.90085
[267] Y. Yamamoto, ”Fixed point algorithms for stationary point problems,” in: M. Zri and K. Tanabe, eds.,Mathematical Programming: Recent Developments and Applications (KTK Scientific Publishers, Tokyo, 1989) pp. 283–308. · Zbl 0683.90076
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