Nonlinear Optimization Methods and Applications /

This book provides a comprehensive introduction to nonlinear programming, featuring a broad range of applications and solution methods in the field of continuous optimization. It begins with a summary of classical results on unconstrained optimization, followed by a wealth of applications from a div...

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Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς: Eiselt, H. A. (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut), Sandblom, Carl-Louis (http://id.loc.gov/vocabulary/relators/aut)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2019.
Έκδοση:1st ed. 2019.
Σειρά:International Series in Operations Research & Management Science, 282
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
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245 1 0 |a Nonlinear Optimization   |h [electronic resource] :  |b Methods and Applications /  |c by H. A. Eiselt, Carl-Louis Sandblom. 
250 |a 1st ed. 2019. 
264 1 |a Cham :  |b Springer International Publishing :  |b Imprint: Springer,  |c 2019. 
300 |a XII, 366 p. 99 illus., 20 illus. in color.  |b online resource. 
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490 1 |a International Series in Operations Research & Management Science,  |x 0884-8289 ;  |v 282 
505 0 |a Introduction -- Unconstrained Optimization -- Applications of Nonlinear Programming -- Optimality Conditions and Duality Theory -- General Solution Methods for Constrained Optimization -- Methods for Linearly Constrained Problems -- Methods for Nonlinearly Constrained Problems -- Geometric Programming. 
520 |a This book provides a comprehensive introduction to nonlinear programming, featuring a broad range of applications and solution methods in the field of continuous optimization. It begins with a summary of classical results on unconstrained optimization, followed by a wealth of applications from a diverse mix of fields, e.g. location analysis, traffic planning, and water quality management, to name but a few. In turn, the book presents a formal description of optimality conditions, followed by an in-depth discussion of the main solution techniques. Each method is formally described, and then fully solved using a numerical example. 
650 0 |a Mathematical optimization. 
650 0 |a Operations research. 
650 0 |a Decision making. 
650 0 |a Engineering economics. 
650 0 |a Engineering economy. 
650 0 |a Management science. 
650 1 4 |a Continuous Optimization.  |0 http://scigraph.springernature.com/things/product-market-codes/M26030 
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650 2 4 |a Operations Research, Management Science.  |0 http://scigraph.springernature.com/things/product-market-codes/M26024 
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