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A linearization method for minimizing certain quasidifferentiable functions

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Quasidifferential Calculus

Part of the book series: Mathematical Programming Studies ((MATHPROGRAMM,volume 29))

Abstract

An algorithm for minimizing those quasidifferentiable functions that are smooth compositions of max-type functions is given. At each iteration several search directions are found by solving a number of quadratic programming subproblems. Then an Armijo-type search is performed simultaneously along all the search directions to produce the next approximation to a solution. Quasidifferential calculus is used to establish the global convergence of the algorithm to infstationary points.

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V. F. Demyanov L. C. W. Dixon

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© 1986 The Mathematical Programming Society, Inc.

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Kiwiel, K.C. (1986). A linearization method for minimizing certain quasidifferentiable functions. In: Demyanov, V.F., Dixon, L.C.W. (eds) Quasidifferential Calculus. Mathematical Programming Studies, vol 29. Springer, Berlin, Heidelberg. https://doi.org/10.1007/BFb0121139

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  • DOI: https://doi.org/10.1007/BFb0121139

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-00928-0

  • Online ISBN: 978-3-642-00929-7

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