A chain rule for parabolic second-order epiderivatives

Just as first-order directional derivatives can be associated with concepts of tangent cone, so second-order directional derivatives of parabolic type can be naturally and profitably associated with second-order tangent sets. In this paper, a chain rule is presented for second-order directional derivatives whose corresponding tangent sets satisfy a short list of properties. This chain rule subsumes and sharpens previous results from the calculus of first- and second-order directional derivatives. Corollaries include second-order necessary optimality conditions for nondifferentiable programs.

[1]  R. Cominetti On pseudo-differentiability , 1991 .

[2]  R. Cominetti Metric regularity, tangent sets, and second-order optimality conditions , 1990 .

[3]  K. H. Hoffmann,et al.  Higher-order necessary conditions in abstract mathematical programming , 1978 .

[4]  Abderrahim Jourani,et al.  Regularity and strong sufficient optimality conditions in differentiable optimization problems , 1993 .

[5]  S. M. Robinson Stability Theory for Systems of Inequalities, Part II: Differentiable Nonlinear Systems , 1976 .

[6]  J. Penot Metric regularity, openness and Lipschitzian behavior of multifunctions , 1989 .

[7]  A. Ben-Tal,et al.  A unified theory of first and second order conditions for extremum problems in topological vector spaces , 1982 .

[8]  R. Rockafellar Extensions of subgradient calculus with applications to optimization , 1985 .

[9]  Which subgradients have sum formulas , 1988 .

[10]  B. Mordukhovich Complete characterization of openness, metric regularity, and Lipschitzian properties of multifunctions , 1993 .

[11]  A. Ioffe Approximate subdifferentials and applications. I. The finite-dimensional theory , 1984 .

[12]  Szymon Dolecki,et al.  Tangency and differentiation: Some applications of convergence theory , 1982 .

[13]  A. Ioffe Regular points of Lipschitz functions , 1979 .

[14]  Hidefumi Kawasaki The upper and lower second order directional derivatives of a sup-type function , 1988, Math. Program..

[15]  B. Mordukhovich Maximum principle in the problem of time optimal response with nonsmooth constraints PMM vol. 40, n≗ 6, 1976, pp. 1014-1023 , 1976 .

[16]  R. Rockafellar The theory of subgradients and its applications to problems of optimization : convex and nonconvex functions , 1981 .

[17]  R. Rockafellar Directionally Lipschitzian Functions and Subdifferential Calculus , 1979 .

[18]  D. E. Ward Isotone tangent cones and nonsmooth optimization , 1987 .

[19]  D. E. Ward Chain rules for nonsmooth functions , 1991 .

[20]  D. Ward,et al.  Corrigendum to "Convex Subcones of the Contingent Cone in Nonsmooth Calculus and Optimization" , 1987 .

[21]  L. Thibault,et al.  The use of metric graphical regularity in approximate subdifferential calculus rules in finite dimensions , 1990 .

[22]  A. Ben-Tal,et al.  Directional derivatives in nonsmooth optimization , 1985 .

[23]  B. Mordukhovich Sensitivity analysis in nonsmooth optimization , 1992 .

[24]  J. Penot On regularity conditions in mathematical programming , 1982 .

[25]  Vadim Komkov,et al.  Theoretical Aspects of Industrial Design , 1992 .

[26]  J. Borwein Stability and regular points of inequality systems , 1986 .

[27]  Lionel Thibault,et al.  Approximate subdifferential and metric regularity: The finite-dimensional case , 1990, Math. Program..

[28]  Hidefumi Kawaski,et al.  An envelope-like effect of infinitely many inequality constraints on second-order necessary conditions for minimization problems , 1988 .

[29]  K. Elster,et al.  Abstract cone approximations and generalized differentiability in nonsmooth optimization , 1988 .

[30]  A. Linnemann,et al.  Higher-order necessary conditions for infinite and semi-infinite optimization , 1982 .

[31]  F. Clarke Methods of dynamic and nonsmooth optimization , 1989 .

[32]  F. Clarke Optimization And Nonsmooth Analysis , 1983 .

[33]  Jonathan M. Borwein,et al.  Nonsmooth calculus in finite dimensions , 1987 .

[34]  HIGHER-ORDER VARIATIONAL SETS, VARIATINAL DERIVATIVES AND HIGHER-ORDER NECESSARY CONDITIONS IN ABSTRACT MATHEMATICAL PROGRAMMING , 1988 .

[35]  Aharon Ben-Tal,et al.  Optimality in nonlinear programming: A feasible directions approach , 1981 .

[36]  J. Hiriart-Urruty New concepts in nondifferentiable programming , 1979 .

[37]  Hidefumi Kawasaki,et al.  Second-order necessary conditions of the Kuhn-Tucker type under new constraint qualifications , 1988 .