Convex Parametric Programming in Abstract Spaces
This article studies stability and optimality for convex parametric programming models in abstract spaces. Necessary conditions for continuity of the feasible set mapping are given in complete metric spaces. This continuity is characterized for models in which the space of decision variables is refl...
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| Veröffentlicht in: | Optimization Jg. 51; H. 6; S. 841 - 861 |
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| Hauptverfasser: | , |
| Format: | Journal Article |
| Sprache: | Englisch |
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Taylor & Francis Group
01.12.2002
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| ISSN: | 0233-1934, 1029-4945 |
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| Abstract | This article studies stability and optimality for convex parametric programming models in abstract spaces. Necessary conditions for continuity of the feasible set mapping are given in complete metric spaces. This continuity is characterized for models in which the space of decision variables is reflexive Banach space. The main result on optimality characterizes locally optimal parameters relative to stable perturbations of the parameter. The result is stated in terms of the existence of a saddle-point for a Lagrangian that uses a finite Borel measure. It does not hold for unstable perturbations even if the model is finite dimensional. The results are applicable to various formulations of control and optimal control problems. |
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| AbstractList | This article studies stability and optimality for convex parametric programming models in abstract spaces. Necessary conditions for continuity of the feasible set mapping are given in complete metric spaces. This continuity is characterized for models in which the space of decision variables is reflexive Banach space. The main result on optimality characterizes locally optimal parameters relative to stable perturbations of the parameter. The result is stated in terms of the existence of a saddle-point for a Lagrangian that uses a finite Borel measure. It does not hold for unstable perturbations even if the model is finite dimensional. The results are applicable to various formulations of control and optimal control problems. |
| Author | Zlobec, S. Asgharian, M. |
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| References | Brosowski B. (CIT0009) 1982 CIT0030 Sethi S.P. (CIT0023) 1978; 6 Aubinand J.P. (CIT0004) 1984 CIT0010 Connorsand M.M. (CIT0011) 1967 CIT0032 Zlobec S. (CIT0031) 2001 Berger J.O. (CIT0007) 1985 Hilland E. (CIT0017) 1975 Kirnand H.O. (CIT0020) 1999; 4 Bensoussan A. (CIT0006) 1978; 9 CIT0014 Zlobec S. (CIT0033) 2001 CIT0035 CIT0016 CIT0015 CIT0018 Lignolaand M.B. (CIT0021) 1998 Kassand R.E. (CIT0019) 1996; 91 Andersonand E.J. (CIT0002) 1985; 259 Andersenand E.J. (CIT0001) 1987 CIT0003 Bank B. (CIT0005) 1982 Fiaccoand A.V. (CIT0013) 1983; 215 Lopez M.A. (CIT0022) 2000 CIT0024 Tikhonovand A.N. (CIT0025) 1977 CIT0027 Zlobec S. (CIT0034) 1982; 73 Deutsch F. (CIT0012) 1988; 40 CIT0026 CIT0029 Beyko T. (CIT0008) 2000 CIT0028 |
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| SubjectTerms | Infinite-dimensional Parametric Programming Optimality Stability |
| Title | Convex Parametric Programming in Abstract Spaces |
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