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Englisch
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Beschreibung
Accessible textbook demonstrating how to recognise, simplify, model and solve optimisation problems and apply these to new projects.
Accessible textbook demonstrating how to recognise, simplify, model and solve optimisation problems and apply these to new projects.
Über den Autor
Giuseppe C. Calafiore is an Associate Professor at the Dipartimento di Automatica e Informatica, Politecnico di Torino, and a Research Fellow of the Institute of Electronics, Computer and Telecommunication Engineering, National Research Council of Italy.
Inhaltsverzeichnis
1. Introduction; Part I. Linear Algebra: 2. Vectors; 3. Matrices; 4. Symmetric matrices; 5. Singular value decomposition; 6. Linear equations and least-squares; 7. Matrix algorithms; Part II. Convex Optimization: 8. Convexity; 9. Linear, quadratic and geometric models; 10. Second-order cone and robust models; 11. Semidefinite models; 12. Introduction to algorithms; Part III. Applications: 13. Learning from data; 14. Computational finance; 15. Control problems; 16. Engineering design.
Details
Erscheinungsjahr: | 2014 |
---|---|
Fachbereich: | Programmiersprachen |
Genre: | Importe, Informatik |
Rubrik: | Naturwissenschaften & Technik |
Medium: | Buch |
ISBN-13: | 9781107050877 |
ISBN-10: | 1107050871 |
Sprache: | Englisch |
Einband: | Gebunden |
Autor: |
Calafiore, Giuseppe C.
El Ghaoui, Laurent |
Hersteller: | Cambridge University Press |
Verantwortliche Person für die EU: | Libri GmbH, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de |
Maße: | 260 x 208 x 39 mm |
Von/Mit: | Giuseppe C. Calafiore (u. a.) |
Erscheinungsdatum: | 11.12.2014 |
Gewicht: | 1,594 kg |
Über den Autor
Giuseppe C. Calafiore is an Associate Professor at the Dipartimento di Automatica e Informatica, Politecnico di Torino, and a Research Fellow of the Institute of Electronics, Computer and Telecommunication Engineering, National Research Council of Italy.
Inhaltsverzeichnis
1. Introduction; Part I. Linear Algebra: 2. Vectors; 3. Matrices; 4. Symmetric matrices; 5. Singular value decomposition; 6. Linear equations and least-squares; 7. Matrix algorithms; Part II. Convex Optimization: 8. Convexity; 9. Linear, quadratic and geometric models; 10. Second-order cone and robust models; 11. Semidefinite models; 12. Introduction to algorithms; Part III. Applications: 13. Learning from data; 14. Computational finance; 15. Control problems; 16. Engineering design.
Details
Erscheinungsjahr: | 2014 |
---|---|
Fachbereich: | Programmiersprachen |
Genre: | Importe, Informatik |
Rubrik: | Naturwissenschaften & Technik |
Medium: | Buch |
ISBN-13: | 9781107050877 |
ISBN-10: | 1107050871 |
Sprache: | Englisch |
Einband: | Gebunden |
Autor: |
Calafiore, Giuseppe C.
El Ghaoui, Laurent |
Hersteller: | Cambridge University Press |
Verantwortliche Person für die EU: | Libri GmbH, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de |
Maße: | 260 x 208 x 39 mm |
Von/Mit: | Giuseppe C. Calafiore (u. a.) |
Erscheinungsdatum: | 11.12.2014 |
Gewicht: | 1,594 kg |
Sicherheitshinweis