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Starting from simple problems that allow a ¿hands-on¿ treatment, the reader is progressively led to a general framework suitable to face a broader class of problems. Moreover, the inclusion of many pseudocodes allows the reader to easily implement the algorithms illustrated throughout the text.
The three parts of the book are suitable to readers with variable mathematical backgrounds, from advanced undergraduate to Ph.D. levels and beyond. We believe that applied mathematicians, computational scientists, and engineers may find this book useful for a constructive approach toward the solution of OCPs in the context of complex applications.
Starting from simple problems that allow a ¿hands-on¿ treatment, the reader is progressively led to a general framework suitable to face a broader class of problems. Moreover, the inclusion of many pseudocodes allows the reader to easily implement the algorithms illustrated throughout the text.
The three parts of the book are suitable to readers with variable mathematical backgrounds, from advanced undergraduate to Ph.D. levels and beyond. We believe that applied mathematicians, computational scientists, and engineers may find this book useful for a constructive approach toward the solution of OCPs in the context of complex applications.
Andrea Manzoni, PhD, is an Associate Professor of Numerical Analysis at Politecnico of Milan. He is the author of 2 books and of approximately 50 papers. In 2012 he won the ECCOMAS Award for the best PhD thesis in Europe about Computational Methods in Applied Sciences and Engineering and the Biannual SIMAI prize (Italian Society of Applied and Industrial Mathematics) in 2017. His research interests include the development of reduced-order modelling techniques for PDEs, PDE-constrained optimization, uncertainty quantification, computational statistics, and machine/deep learning.
Alfio Quarteroni is a Professor of Numerical Analysis at Politecnico of Milan and Professor Emeritus at EPFL, Lausanne. He is the author of 25 books, editor of 12 books, author of about 400 papers. He is the recipient of two ERC Advanced Grants. He is a member of the Italian Academy of Science, the European Academy of Science, Academia Europaea, and the Lisbon Academy of Science. His research Group at EPFL has carried out the mathematical simulation for the Alinghi sailing boat, the winner of two editions (2003 and 2007) of America's Cup. His research interests include mathematical modeling and its applications at large.
Sandro Salsa is a Professor of Mathematical Analysis at the Department of Mathematics of the Politecnico of Milan, where he has been one of the main founders of the educational program in Mathematical Engineering. His research interest ranges over diverse aspects of nonlinear, nonlocal, singular or degenerate elliptic and parabolic equations, with particular emphasis on free boundary problems. He is an author of 13 books and several papers in the most prestigious scientific mathematical journals.
Offers a strong interplay between theory, numerics & applications
Starting from simple problems that allow a "hands-on" treatment, the reader is progressively led to a general framework, suitable to face a broader class of problems
Multi-layered presentation: the book is split into three parts that are suitable to readers with variable mathematical backgrounds, from advanced undergraduate to Ph.D. levels and above
| Erscheinungsjahr: | 2022 |
|---|---|
| Fachbereich: | Allgemeines |
| Genre: | Mathematik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Taschenbuch |
| Seiten: | 516 |
| Reihe: | Applied Mathematical Sciences |
| Inhalt: |
xvii
498 S. 24 s/w Illustr. 59 farbige Illustr. 498 p. 83 illus. 59 illus. in color. |
| ISBN-13: | 9783030772284 |
| ISBN-10: | 3030772284 |
| Sprache: | Englisch |
| Ausstattung / Beilage: | Paperback |
| Einband: | Kartoniert / Broschiert |
| Autor: |
Manzoni, Andrea
Salsa, Sandro Quarteroni, Alfio |
| Auflage: | 1st ed. 2021 |
| Hersteller: |
Springer International Publishing
Applied Mathematical Sciences |
| Maße: | 254 x 178 x 28 mm |
| Von/Mit: | Andrea Manzoni (u. a.) |
| Erscheinungsdatum: | 11.12.2022 |
| Gewicht: | 0,96 kg |
Andrea Manzoni, PhD, is an Associate Professor of Numerical Analysis at Politecnico of Milan. He is the author of 2 books and of approximately 50 papers. In 2012 he won the ECCOMAS Award for the best PhD thesis in Europe about Computational Methods in Applied Sciences and Engineering and the Biannual SIMAI prize (Italian Society of Applied and Industrial Mathematics) in 2017. His research interests include the development of reduced-order modelling techniques for PDEs, PDE-constrained optimization, uncertainty quantification, computational statistics, and machine/deep learning.
Alfio Quarteroni is a Professor of Numerical Analysis at Politecnico of Milan and Professor Emeritus at EPFL, Lausanne. He is the author of 25 books, editor of 12 books, author of about 400 papers. He is the recipient of two ERC Advanced Grants. He is a member of the Italian Academy of Science, the European Academy of Science, Academia Europaea, and the Lisbon Academy of Science. His research Group at EPFL has carried out the mathematical simulation for the Alinghi sailing boat, the winner of two editions (2003 and 2007) of America's Cup. His research interests include mathematical modeling and its applications at large.
Sandro Salsa is a Professor of Mathematical Analysis at the Department of Mathematics of the Politecnico of Milan, where he has been one of the main founders of the educational program in Mathematical Engineering. His research interest ranges over diverse aspects of nonlinear, nonlocal, singular or degenerate elliptic and parabolic equations, with particular emphasis on free boundary problems. He is an author of 13 books and several papers in the most prestigious scientific mathematical journals.
Offers a strong interplay between theory, numerics & applications
Starting from simple problems that allow a "hands-on" treatment, the reader is progressively led to a general framework, suitable to face a broader class of problems
Multi-layered presentation: the book is split into three parts that are suitable to readers with variable mathematical backgrounds, from advanced undergraduate to Ph.D. levels and above
| Erscheinungsjahr: | 2022 |
|---|---|
| Fachbereich: | Allgemeines |
| Genre: | Mathematik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Taschenbuch |
| Seiten: | 516 |
| Reihe: | Applied Mathematical Sciences |
| Inhalt: |
xvii
498 S. 24 s/w Illustr. 59 farbige Illustr. 498 p. 83 illus. 59 illus. in color. |
| ISBN-13: | 9783030772284 |
| ISBN-10: | 3030772284 |
| Sprache: | Englisch |
| Ausstattung / Beilage: | Paperback |
| Einband: | Kartoniert / Broschiert |
| Autor: |
Manzoni, Andrea
Salsa, Sandro Quarteroni, Alfio |
| Auflage: | 1st ed. 2021 |
| Hersteller: |
Springer International Publishing
Applied Mathematical Sciences |
| Maße: | 254 x 178 x 28 mm |
| Von/Mit: | Andrea Manzoni (u. a.) |
| Erscheinungsdatum: | 11.12.2022 |
| Gewicht: | 0,96 kg |
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