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
M.S. Bazaraa and C.M. Shetty, Foundations of optimization, Lecture notes in economics and mathematical systems 122 (Springer, Berlin, 1976).
A. Ben-Tal, “Second order and related extremality conditions in nonlinear programming”, Journal of Optimization Theory and Applications 31 (1980) 143–165.
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.
V.G. Boltyanskii, “The methods of tents in the theory of extremal problems”, Russian Mathematical Surveys 30 (1975) 1–54.
J.M. Borwein, “Optimization with respect to partial orderings”, Ph.D Thesis, Oxford University, Jesus College (1974).
M.J. Cox, “On necessary conditions for relative minima”, American Journal of Mathematics. 66 (1944) 170–198.
A. Dubovitskii and A.A. Milyutin, “Extremum problems in the presence of restrictions”, USSR Computational Mathematics and Mathematical Physics 5 (1965) 1–80.
A.V. Fiacco and G.P. McCormick, Nonlinear programming: Sequential unconstrained minimization techniques (Wiley, New York, 1968).
J. Gauvin and J.W. Tolle, “Differential stability in nonlinear programming”, SIAM Journal on Control and Optimization 15 (1977) 295–311.
I.V. Girsanov, Lectures on mathematical theory of extremum problems, Lecture notes in economics and mathematical systems 67 (Springer, Berlin, 1972).
M. Guignard, “Generalized Kuhn-Tucker conditions for mathematical programming problems in a Banach space”, SIAM Journal on Control 7 (1969) 232–241.
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.
M.R. Hestenes, Optimization theory—The finite-dimensional case (Wiley, New York, 1975).
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.
R.B. Holmes, A course on optimization and best approximation, Lecture notes in mathematics 257 (Springer, Berlin, 1972).
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.
A.D. Ioffe and V.M. Tikhomirov, “Duality of convex functions and extremum, problems”, Russian Mathematical Surveys 23 (1968) 53–123.
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.
J.P. Laurent. Optimisation et approximation (Herman, Paris, 1972).
F. Lempio and J. Zowe, “Higher order optimality conditions”, in: B. Korte, ed., Operations research (North-Holland, Amsterdam, 1981).
A. Linnemann, “Notwendige Optimälitatsbedingungen höherer Ordnung für abstrakte Optimierungsprobleme und Anwendungen”, Diplomarbeit, Bremen (1979).
D.G. Luenberger, Introduction to linear and nonlinear programming (Addison-Wesley, Reading, MA, 1973).
L.A. Lyusternik and V.I. Sobolev, Elements of functional analysis (Nauka, Moscow, 1965).
H. Maurer, “First and second order sufficient optimality conditions in mathematical programming and optimal control”, Preprint 38, Universität Münster (1979).
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.
J.J. Moreau, “Fonctionelles convexes”, Lecture Notes, Séminaire Equations aux dérivées partièlles, Collège de France (1966).
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).
L.W. Neustadt, Optimization, a theory of necessary conditions (Princeton University Press, Princeton, NJ, 1976).
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.
B.N. Psenichnyi, Necessary conditions for an extremum (Marcel Dekker, New York, 1971).
H.H. Schaefer, Topological vector spaces (MacMillan, New York, 1966).
P.P. Varaiya, “Nonlinear programming in Banach spaces”, SIAM Journal of Applied Mathematics 15 (1976) 285–293.
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.
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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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