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C 1,1 functions and optimality conditions

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Author Info
La Torre Davide () (Department of Economics,University of Milan, Italy)
Rocca Matteo () (Department of Economics, University of Insubria, Italy)

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Abstract

In this work we provide a characterization of C 1,1 functions on Rn (that is, differentiable with locally Lipschitz partial derivatives) by means of second directional divided differences. In particular, we prove that the class of C 1,1 functions is equivalent to the class of functions with bounded second directional divided differences. From this result we deduce a Taylor's formula for this class of functions and some optimality conditions. The characterizations and the optimality conditions proved by Riemann derivatives can be useful to write minimization algorithms; in fact, only the values of the function are required to compute second order conditions.

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Publisher Info
Paper provided by Department of Economics, University of Insubria in its series Economics and Quantitative Methods with number qf0208.

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Length: 14 pages
Date of creation: Apr 2002
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Handle: RePEc:ins:quaeco:qf0208

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Related research
Keywords: divided differences; Riemann derivatives; C 1; 1 functions; nonlinear optimization; generalized derivatives;

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  1. La Torre Davide & Rocca Matteo, . "A characterization of Ck,1 functions," Economics and Quantitative Methods qf0103, Department of Economics, University of Insubria.
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Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Davide La Torre & Carlo Vercellis, 2002. "C1,1 approximations of generalized support vector machines," Departemental Working Papers 2002-19, Department of Economics University of Milan Italy. [Downloadable!]
  2. Davide La Torre & Matteo Rocca, 2002. "A survey on C1,1 functions: Theory, numerical methods and applications," Departemental Working Papers 2002-12, Department of Economics University of Milan Italy. [Downloadable!]
    Other versions:
  3. Ginchev Ivan & Guerraggio Angelo & Rocca Matteo, 2003. "First-Order Conditions for C0,1 Constrained vector optimization," Economics and Quantitative Methods qf0307, Department of Economics, University of Insubria. [Downloadable!]
  4. Davide LaTorre, 2002. "On generalized derivatives for C1,1 vector functions and optimality conditions," Departemental Working Papers 2002-20, Department of Economics University of Milan Italy. [Downloadable!]
  5. Ginchev Ivan & Guerraggio Angelo & Rocca Matteo, 2003. "From scalar to vector optimization," Economics and Quantitative Methods qf0305, Department of Economics, University of Insubria. [Downloadable!]
  6. Paruolo Paolo, 2002. "Common features and common I(2) trends in VAR systems," Economics and Quantitative Methods qf0217, Department of Economics, University of Insubria. [Downloadable!]
  7. Davide La Torre & Matteo Rocca, 2003. "On C^(1,1) constrained optimation problems," Departemental Working Papers 2003-06, Department of Economics University of Milan Italy. [Downloadable!]
  8. Ginchev Ivan & Guerraggio Angelo & Rocca Matteo, 2002. "C 1,1 vector optimization problems and Riemann derivatives," Economics and Quantitative Methods qf0210, Department of Economics, University of Insubria. [Downloadable!]
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