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001 978-3-031-77160-6
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020 _a9783031771606
_9978-3-031-77160-6
024 7 _a10.1007/978-3-031-77160-6
_2doi
050 4 _aQA402.5-402.6
050 4 _aQA315-316
072 7 _aPBU
_2bicssc
072 7 _aMAT042000
_2bisacsh
072 7 _aPBU
_2thema
100 1 _aGalewski, Marek.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_989262
245 1 0 _aBasics of Nonlinear Optimization
_h[electronic resource] :
_bAround the Weierstrass Theorem /
_cby Marek Galewski.
250 _a1st ed. 2024.
264 1 _aCham :
_bSpringer Nature Switzerland :
_bImprint: Birkhäuser,
_c2024.
300 _aX, 168 p. 3 illus., 1 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aCompact Textbooks in Mathematics,
_x2296-455X
505 0 _a- 1. The Weierstrass Theorem - the origin of optimization -- 2. Some basics from functional analysis and function spaces -- 3. Differentiation in infinite dimensional spaces -- 4. On the Weierstrass Theorem in infinite dimensional spaces -- 5. Applications to multiple integrals.
520 _aThis textbook gives an introduction to optimization tools which arise around the Weierstrass theorem about the minimum of a lower semicontinuous function. Starting from a Euclidean space, it moves further into the infinite dimensional setting towards the direct variational method, going through differentiation and introducing relevant background information on the way. Exercises accompany the text and include observations, remarks, and examples that help understand the presented material. Although some basic knowledge of functional analysis is assumed, covering Hilbert and Banach spaces and the Lebesgue integration, the required background material is covered throughout the text, and literature suggestions are provided. For less experienced readers, a summary of some optimization techniques is also included. The book will appeal to both students and instructors in specialized courses on optimization, wishing to learn more about variational methods.
650 0 _aMathematical optimization.
_965522
650 0 _aCalculus of variations.
_967268
650 1 4 _aCalculus of Variations and Optimization.
_967270
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031771590
776 0 8 _iPrinted edition:
_z9783031771613
830 0 _aCompact Textbooks in Mathematics,
_x2296-455X
_975270
856 4 0 _uhttps://doi.org/10.1007/978-3-031-77160-6
912 _aZDB-2-SMA
912 _aZDB-2-SXMS
999 _c65890
_d65890