Nonlinear Optimization in Finite Dimensions, 1

Name: Nonlinear Optimization in Finite Dimensions, 1
Brand: Springer, Berlin
SKU: 9781461348870
Price: 93290 HUF
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Morse Theory, Chebyshev Approximation, Transversality, Flows, Parametric Aspects

Szerző: Hubertus Th. Jongen, P. Jonker, F. Twilt

Nyelv:

Kötés: Puha kötésű

Kiadó: Springer, Berlin

Elérhetőség: Beszállítói készleten alacsony példányszámban

Küldés 13-18 napon belül

93 290 Ft

At the heart of the topology of global optimization lies Morse Theory: The study of the behaviour of...

Információk a könyvről

Szerző

Hubertus Th. Jongen, P. Jonker, F. Twilt

Nyelv

Angol

Kötés

Könyv - Puha kötésű

Kiadva

2014

oldal

510

EAN

9781461348870

ISBN

1461348870

Enbook ID

05185452

Kiadó

Springer, Berlin

Súly

801

Méretek

155 x 235 x 27

Teljes leírás

At the heart of the topology of global optimization lies Morse Theory: The study of the behaviour of lower level sets of functions as the level varies. Roughly speaking, the topology of lower level sets only may change when passing a level which corresponds to a stationary point (or Karush-Kuhn Tucker point). We study elements of Morse Theory, both in the unconstrained and constrained case. Special attention is paid to the degree of differentiabil ity of the functions under consideration. The reader will become motivated to discuss the possible shapes and forms of functions that may possibly arise within a given problem framework. In a separate chapter we show how certain ideas may be carried over to nonsmooth items, such as problems of Chebyshev approximation type. We made this choice in order to show that a good under standing of regular smooth problems may lead to a straightforward treatment of "just" continuous problems by means of suitable perturbation techniques, taking a priori nonsmoothness into account. Moreover, we make a focal point analysis in order to emphasize the difference between inner product norms and, for example, the maximum norm. Then, specific tools from algebraic topol ogy, in particular homology theory, are treated in some detail. However, this development is carried out only as far as it is needed to understand the relation between critical points of a function on a manifold with structured boundary. Then, we pay attention to three important subjects in nonlinear optimization.

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Nonlinear Optimization in Finite Dimensions, 1

Morse Theory, Chebyshev Approximation, Transversality, Flows, Parametric Aspects

Információk a könyvről

Teljes leírás

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