Skip to main content

Characterizations of the plenary hull of the generalized Jacobian matrix

  • Chapter
  • First Online:

Part of the book series: Mathematical Programming Studies ((MATHPROGRAMM,volume 17))

Abstract

The generalized Jacobian matrix of a locally Lipschitz mapping is a set of matrices which plays a role similar to that of the Jacobian matrix for differentiable mappings. In this paper we give various characterizations of the plenary hull of the generalized Jacobian matrix by considering its support bifunction, a concept which plays a role similar to that of the support function for generalized gradients of real-valued functions.

This is a preview of subscription content, log in via an institution.

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. J.-P. Aubin, “Ioffe’s fans and generalized derivatives of vector-valued maps”, in: Convex Analysis and Optimization (Imperial College, London, 1980) to appear in “Surveys and Reference Works in Mathematics” Series, Pitman Publishers.

    Google Scholar 

  2. F.H. Clarke, “Generalized gradients and applications”, Transactions of the American Mathematical Society 205 (1975) 247–262.

    Article  MATH  MathSciNet  Google Scholar 

  3. F.H. Clarke, “On the inverse function theorem”, Pacific Journal of Mathematics 64 (1976) 97–102.

    MATH  MathSciNet  Google Scholar 

  4. H. Halkin, “Interior mapping theorem with set-valued derivatives”, Journal d’Analyse Mathématique 30 (1975) 200–207.

    Article  MathSciNet  Google Scholar 

  5. H. Halkin, “Mathematical programming without differentiability”, in: D.L. Russel, ed., Calculus of Variations and Control Theory (Academic Press, New York, 1976) pp. 279–288.

    Google Scholar 

  6. H. Halkin, “Necessary conditions for optimal control problems with differentiable or nondifferentiable data”, Tech Rept., University of California, San Diego, CA (1977).

    Google Scholar 

  7. J.-B. Hiriart-Urruty, “Gradients généralisés de fonctions composées. Applications”, Note aux Comptes Rendus de l’Académie des Sciences de Paris 285, Série A (1977) 781–784.

    MATH  MathSciNet  Google Scholar 

  8. J.-B. Hiriart-Urruty, “New concepts in nondifferentiable programming”, in: J.-P. Penot, ed., Journées d’Analyse Non Convexe, Bulletin de la Sociéte Mathématique de France, Mémoire 60 (1979) pp. 57–85.

    Google Scholar 

  9. J.-B. Hiriart-Urruty, “Refinements of necessary optimality conditions in nondifferentiable programming I”, Applied Mathematics and Optimization 5 (1979) 63–82.

    Article  MATH  MathSciNet  Google Scholar 

  10. J.-B. Hiriart-Urruty, “Refinements of necessary optimality conditions in nondifferentiable programming II”, in: M. Guignard, ed., Optimality and stability in mathematical programming, Mathematical Programming Study, to appear.

    Google Scholar 

  11. J.-B. Hiriart-Urruty and L. Thibault, “Existence et caractérisation de différentielles généralisées d’applications localement Lipschitziennes d’un Banach séparable dans un Banach réflexif séparable”, Note aux Comptes Rendus de l’Académie des Sciences de Paris 290, Série A (1980) 1091–1094.

    MATH  MathSciNet  Google Scholar 

  12. J.-B. Hiriart-Urruty, “Analysis of locally Lipschitz mappings in finite dimensions”, in preparation.

    Google Scholar 

  13. A.D. Ioffe, “Différentielles généralisées d’applications localement Lipschitziennes d’un espace de Banach dans un autre”, Note aux Comptes Rendus de l’Académie des Sciences de Paris 289, Série A (1979) 637–640.

    MATH  MathSciNet  Google Scholar 

  14. A.D. Ioffe, “Nonsmooth Analysis: Differential calculus of nondifferentiable mappings”, Transactions of the American Mathematical Society, to appear.

    Google Scholar 

  15. B.H. Pourciau, “Analysis and Optimization of Lipschitz continuous mappings”, Journal of Optimization Theory and Applications 22 (1977) 311–351.

    Article  MATH  MathSciNet  Google Scholar 

  16. B.H. Pourciau, “Univalence and degree for Lipschit continuous maps”, to appear.

    Google Scholar 

  17. R.T. Rockafellar, “La théorie des sous-gradients et ses applications à l’optimisation”, Presses de l’Université de Montréal, Montréal (1979).

    MATH  Google Scholar 

  18. A.M. Rubinov, “Sublinear operators and operator-convex sets”, Siberian Mathematical Journal 17 (1976) 289–295.

    Article  MATH  MathSciNet  Google Scholar 

  19. T.H. Sweetser, “A minimal set-valued strong derivative for vector-valued Lipschitz functions”, Journal of Optimization Theory and Applications 23 (1977) 549–562.

    Article  MATH  MathSciNet  Google Scholar 

  20. T.H. Sweetser, “A set-valued strong derivative in infinite dimensional spaces, with applications in Hilbert spaces”, Ph.D. Thesis, University of California, San Diego, CA (1979).

    Google Scholar 

  21. L. Thibault, “Subdifferentials of compactly Lipschitzian vector-valued functions”, Séminaire d’Analyse Convexe, exposé no. 5, Université de Montpellier, Montpellier (1978).

    Google Scholar 

  22. L. Thibault, “Sur les fonctions compactement Lipschitziennes et leurs applications: programmation mathématique, contrôle optimal, espérance conditionnelle”, Thèse de Doctorat ès-Sciences, Université de Montpellier, Montpellier (1980).

    Google Scholar 

  23. J. Warga, “Derivative containers, inverse functions and controllability” in: D.L. Russel, ed., Calculus of Variations and Control Theory (Academic Press, New York, 1976) pp. 13–46.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

D. C. Sorensen R. J.- B. Wets

Rights and permissions

Reprints and permissions

Copyright information

© 1982 The Mathematical Programming Society, Inc.

About this chapter

Cite this chapter

Hiriart-Urruty, JB. (1982). Characterizations of the plenary hull of the generalized Jacobian matrix. In: Sorensen, D.C., Wets, R.J.B. (eds) Nondifferential and Variational Techniques in Optimization. Mathematical Programming Studies, vol 17. Springer, Berlin, Heidelberg. https://doi.org/10.1007/BFb0120956

Download citation

  • DOI: https://doi.org/10.1007/BFb0120956

  • Received:

  • Revised:

  • Published:

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-00814-6

  • Online ISBN: 978-3-642-00815-3

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics