Deterministic Global Optimization: Theory, Methods and Applications
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Boston, MA
Springer US
2000
|
| Schriftenreihe: | Nonconvex Optimization and Its Applications
37 |
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Beschreibung: | The vast majority of important applications in science, engineering and applied science are characterized by the existence of multiple minima and maxima, as well as first, second and higher order saddle points. The area of Deterministic Global Optimization introduces theoretical, algorithmic and computational ad vances that (i) address the computation and characterization of global minima and maxima, (ii) determine valid lower and upper bounds on the global minima and maxima, and (iii) address the enclosure of all solutions of nonlinear con strained systems of equations. Global optimization applications are widespread in all disciplines and they range from atomistic or molecular level to process and product level representations. The primary goal of this book is three fold : first, to introduce the reader to the basics of deterministic global optimization; second, to present important theoretical and algorithmic advances for several classes of mathematical prob lems that include biconvex and bilinear; problems, signomial problems, general twice differentiable nonlinear problems, mixed integer nonlinear problems, and the enclosure of all solutions of nonlinear constrained systems of equations; and third, to tie the theory and methods together with a variety of important applications |
| Beschreibung: | 1 Online-Ressource (XVIII, 742 p) |
| ISBN: | 9781475749496 9781441948205 |
| ISSN: | 1571-568X |
| DOI: | 10.1007/978-1-4757-4949-6 |
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| discipline | Mathematik |
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| isbn | 9781475749496 9781441948205 |
| issn | 1571-568X |
| language | English |
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| spelling | Floudas, Christodoulos A. Verfasser aut Deterministic Global Optimization Theory, Methods and Applications by Christodoulos A. Floudas Boston, MA Springer US 2000 1 Online-Ressource (XVIII, 742 p) txt rdacontent c rdamedia cr rdacarrier Nonconvex Optimization and Its Applications 37 1571-568X The vast majority of important applications in science, engineering and applied science are characterized by the existence of multiple minima and maxima, as well as first, second and higher order saddle points. The area of Deterministic Global Optimization introduces theoretical, algorithmic and computational ad vances that (i) address the computation and characterization of global minima and maxima, (ii) determine valid lower and upper bounds on the global minima and maxima, and (iii) address the enclosure of all solutions of nonlinear con strained systems of equations. Global optimization applications are widespread in all disciplines and they range from atomistic or molecular level to process and product level representations. The primary goal of this book is three fold : first, to introduce the reader to the basics of deterministic global optimization; second, to present important theoretical and algorithmic advances for several classes of mathematical prob lems that include biconvex and bilinear; problems, signomial problems, general twice differentiable nonlinear problems, mixed integer nonlinear problems, and the enclosure of all solutions of nonlinear constrained systems of equations; and third, to tie the theory and methods together with a variety of important applications Mathematics Chemical engineering Mathematical optimization Mechanics Engineering Civil engineering Optimization Automotive Engineering Industrial Chemistry/Chemical Engineering Civil Engineering Ingenieurwissenschaften Mathematik Globale Optimierung (DE-588)4140067-7 gnd rswk-swf Deterministische Optimierung (DE-588)4149219-5 gnd rswk-swf Globale Optimierung (DE-588)4140067-7 s Deterministische Optimierung (DE-588)4149219-5 s 1\p DE-604 https://doi.org/10.1007/978-1-4757-4949-6 Verlag Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Floudas, Christodoulos A. Deterministic Global Optimization Theory, Methods and Applications Mathematics Chemical engineering Mathematical optimization Mechanics Engineering Civil engineering Optimization Automotive Engineering Industrial Chemistry/Chemical Engineering Civil Engineering Ingenieurwissenschaften Mathematik Globale Optimierung (DE-588)4140067-7 gnd Deterministische Optimierung (DE-588)4149219-5 gnd |
| subject_GND | (DE-588)4140067-7 (DE-588)4149219-5 |
| title | Deterministic Global Optimization Theory, Methods and Applications |
| title_auth | Deterministic Global Optimization Theory, Methods and Applications |
| title_exact_search | Deterministic Global Optimization Theory, Methods and Applications |
| title_full | Deterministic Global Optimization Theory, Methods and Applications by Christodoulos A. Floudas |
| title_fullStr | Deterministic Global Optimization Theory, Methods and Applications by Christodoulos A. Floudas |
| title_full_unstemmed | Deterministic Global Optimization Theory, Methods and Applications by Christodoulos A. Floudas |
| title_short | Deterministic Global Optimization |
| title_sort | deterministic global optimization theory methods and applications |
| title_sub | Theory, Methods and Applications |
| topic | Mathematics Chemical engineering Mathematical optimization Mechanics Engineering Civil engineering Optimization Automotive Engineering Industrial Chemistry/Chemical Engineering Civil Engineering Ingenieurwissenschaften Mathematik Globale Optimierung (DE-588)4140067-7 gnd Deterministische Optimierung (DE-588)4149219-5 gnd |
| topic_facet | Mathematics Chemical engineering Mathematical optimization Mechanics Engineering Civil engineering Optimization Automotive Engineering Industrial Chemistry/Chemical Engineering Civil Engineering Ingenieurwissenschaften Mathematik Globale Optimierung Deterministische Optimierung |
| url | https://doi.org/10.1007/978-1-4757-4949-6 |
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