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A unified theory of first and second order conditions for extremum problems in topological vector spaces

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Part of the book series: Mathematical Programming Studies ((MATHPROGRAMM,volume 19))

Abstract

The paper studies an abstract optimization problem (P) in infinite dimensional spaces. From a general extremality condition, a variety of necessary conditions of first and second order, with or without differentiability assumptions, are derived for special cases of the general problem (P). Classical results are refined and new ones are added. Second order sufficient condition, under differentiability assumptions, are derived as well.

Research partly supported by the Technion and Deutsche Forschungsgemeinschaft.

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References

  1. M.S. Bazaraa and C.M. Shetty, Foundations of optimization, Lecture notes in economics and mathematical systems 122 (Springer, Berlin, 1976).

    MATH  Google Scholar 

  2. A. Ben-Tal, “Second order and related extremality conditions in nonlinear programming”, Journal of Optimization Theory and Applications 31 (1980) 143–165.

    Article  MathSciNet  MATH  Google Scholar 

  3. A. Ben-Tal, “Second order theory of extremum problems”, in: A.V. Fiacco and K. Kortanek, eds., Extremal methods and system analysis (Springer, Berlin, 1980) pp. 336–356.

    Google Scholar 

  4. V.G. Boltyanskii, “The methods of tents in the theory of extremal problems”, Russian Mathematical Surveys 30 (1975) 1–54.

    Article  Google Scholar 

  5. J.M. Borwein, “Optimization with respect to partial orderings”, Ph.D Thesis, Oxford University, Jesus College (1974).

    Google Scholar 

  6. M.J. Cox, “On necessary conditions for relative minima”, American Journal of Mathematics. 66 (1944) 170–198.

    Article  MathSciNet  MATH  Google Scholar 

  7. A. Dubovitskii and A.A. Milyutin, “Extremum problems in the presence of restrictions”, USSR Computational Mathematics and Mathematical Physics 5 (1965) 1–80.

    Article  MATH  Google Scholar 

  8. A.V. Fiacco and G.P. McCormick, Nonlinear programming: Sequential unconstrained minimization techniques (Wiley, New York, 1968).

    MATH  Google Scholar 

  9. J. Gauvin and J.W. Tolle, “Differential stability in nonlinear programming”, SIAM Journal on Control and Optimization 15 (1977) 295–311.

    Article  MathSciNet  Google Scholar 

  10. I.V. Girsanov, Lectures on mathematical theory of extremum problems, Lecture notes in economics and mathematical systems 67 (Springer, Berlin, 1972).

    MATH  Google Scholar 

  11. M. Guignard, “Generalized Kuhn-Tucker conditions for mathematical programming problems in a Banach space”, SIAM Journal on Control 7 (1969) 232–241.

    Article  MathSciNet  MATH  Google Scholar 

  12. A. Halkin, “A satisfactory treatment of equality and operator constraints in the Dubovitskii-Milyutin optimization formalism”, Journal of Optimization Theory and Applications 6 (1970) 138–149.

    Article  MathSciNet  MATH  Google Scholar 

  13. M.R. Hestenes, Optimization theory—The finite-dimensional case (Wiley, New York, 1975).

    MATH  Google Scholar 

  14. K.H. Hoffmann and H.F. Kornstaedt, “Higher order necessary conditions in abstract mathematical programming”, Journal of Optimization Theory and Applications 26 (1978) 533–569.

    Article  MathSciNet  MATH  Google Scholar 

  15. R.B. Holmes, A course on optimization and best approximation, Lecture notes in mathematics 257 (Springer, Berlin, 1972).

    MATH  Google Scholar 

  16. A.D. Ioffe, “Necessary and sufficient conditions for a local minimum. 3: Second order conditions and augmented duality”, SIAM Journal on Control and Optimization 17 (1979) 266–288.

    Article  MathSciNet  MATH  Google Scholar 

  17. A.D. Ioffe and V.M. Tikhomirov, “Duality of convex functions and extremum, problems”, Russian Mathematical Surveys 23 (1968) 53–123.

    Article  MATH  Google Scholar 

  18. M.G. Krein and M. Rutman, “Linear operators leaving invariant a cone in a Banach space”, American Mathematical Society Translation, Translation No. 26 (1950) 1–128.

    Google Scholar 

  19. J.P. Laurent. Optimisation et approximation (Herman, Paris, 1972).

    MATH  Google Scholar 

  20. F. Lempio and J. Zowe, “Higher order optimality conditions”, in: B. Korte, ed., Operations research (North-Holland, Amsterdam, 1981).

    Google Scholar 

  21. A. Linnemann, “Notwendige Optimälitatsbedingungen höherer Ordnung für abstrakte Optimierungsprobleme und Anwendungen”, Diplomarbeit, Bremen (1979).

    Google Scholar 

  22. D.G. Luenberger, Introduction to linear and nonlinear programming (Addison-Wesley, Reading, MA, 1973).

    MATH  Google Scholar 

  23. L.A. Lyusternik and V.I. Sobolev, Elements of functional analysis (Nauka, Moscow, 1965).

    Google Scholar 

  24. H. Maurer, “First and second order sufficient optimality conditions in mathematical programming and optimal control”, Preprint 38, Universität Münster (1979).

    Google Scholar 

  25. H. Maurer and J. Zowe, “First and second order necessary and sufficient optimality conditions for infinite-dimensional programming problems”, Mathematical Programming 16 (1979) 98–110.

    Article  MathSciNet  MATH  Google Scholar 

  26. J.J. Moreau, “Fonctionelles convexes”, Lecture Notes, Séminaire Equations aux dérivées partièlles, Collège de France (1966).

    Google Scholar 

  27. M.Z. Nashed, “Differentiability and related properties of nonlinear operators: some aspects of the role of differentials in nonlinear functional analysis”, in: L.B. Rall, ed., Nonlinear functional analysis and applications (Academic Press, New York, 1971).

    Google Scholar 

  28. L.W. Neustadt, Optimization, a theory of necessary conditions (Princeton University Press, Princeton, NJ, 1976).

    MATH  Google Scholar 

  29. L.L. Penissi, “An indirect sufficiency, proof for the problem of Lagrange with differential inequalities as added side conditions”, Transactions of American Mathematical Society 74 (1953) 177–198.

    Article  Google Scholar 

  30. B.N. Psenichnyi, Necessary conditions for an extremum (Marcel Dekker, New York, 1971).

    Google Scholar 

  31. H.H. Schaefer, Topological vector spaces (MacMillan, New York, 1966).

    MATH  Google Scholar 

  32. P.P. Varaiya, “Nonlinear programming in Banach spaces”, SIAM Journal of Applied Mathematics 15 (1976) 285–293.

    Google Scholar 

  33. J. Zowe, “A remark on a regularity assumption for the mathematical programming problem in Banach spaces”, Journal of Optimization Theory and Applications 25 (1978) 375–381.

    Article  MathSciNet  MATH  Google Scholar 

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Monique Guignard

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© 1982 The Mathematical Programming Society, Inc.

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Ben-Tal, A., Zowe, J. (1982). A unified theory of first and second order conditions for extremum problems in topological vector spaces. In: Guignard, M. (eds) Optimality and Stability in Mathematical Programming. Mathematical Programming Studies, vol 19. Springer, Berlin, Heidelberg. https://doi.org/10.1007/BFb0120982

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  • DOI: https://doi.org/10.1007/BFb0120982

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-00849-8

  • Online ISBN: 978-3-642-00850-4

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