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Mathematical Optimization for Machine Learning : Proceedings of the MATH+ Thematic Einstein Semester 2023 / / ed. by Martin Weiser, Aswin Kannan, Sebastian Pokutta, Kartikey Sharma, Daniel Walter, Andrea Walther, Konstantin Fackeldey
| Mathematical Optimization for Machine Learning : Proceedings of the MATH+ Thematic Einstein Semester 2023 / / ed. by Martin Weiser, Aswin Kannan, Sebastian Pokutta, Kartikey Sharma, Daniel Walter, Andrea Walther, Konstantin Fackeldey |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Berlin ; ; Boston : , : De Gruyter, , [2025] |
| Descrizione fisica | 1 online resource (X, 202 p.) |
| Collana | De Gruyter Proceedings in Mathematics |
| Soggetto topico | MATHEMATICS / Optimization |
| Soggetto non controllato | Mathematical optimization, Machine learning, Nonlinear optimization, Discrete optimization, Physics informed learning |
| ISBN |
3-11-137774-1
3-11-137677-X |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Frontmatter -- Preface -- Acknowledgment -- Contents -- A framework to solve inverse problems for parametric PDEs using adaptive finite elements and neural networks -- Generation of value function data for bilevel optimal control and application to hybrid electric vehicle -- Graph neural networks to predict strokes from blood flow simulations -- Capturing the macroscopic behavior of molecular dynamics with membership functions -- Adaptive gradient-enhanced Gaussian process surrogates for inverse problems -- Multifidelity domain decomposition-based physics-informed neural networks and operators for time-dependent problems -- Constrained piecewise linear optimization by an active signature method -- Parallel trust-region approaches in neural network training -- Trustworthy optimization learning: a brief overview -- Compression-aware training of neural networks using Frank–Wolfe -- Approximation of generalized frequency response functions via vector fitting -- On the nonsmooth regularity condition LIKQ for different abs-normal representations -- Divergence of the ADAM algorithm with fixed-stepsize: a (very) simple example -- Index |
| Record Nr. | UNINA-9911024074903321 |
| Berlin ; ; Boston : , : De Gruyter, , [2025] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Mathematical Optimization for Machine Learning : Proceedings of the MATH+ Thematic Einstein Semester 2023 / / ed. by Martin Weiser, Aswin Kannan, Sebastian Pokutta, Kartikey Sharma, Daniel Walter, Andrea Walther, Konstantin Fackeldey
| Mathematical Optimization for Machine Learning : Proceedings of the MATH+ Thematic Einstein Semester 2023 / / ed. by Martin Weiser, Aswin Kannan, Sebastian Pokutta, Kartikey Sharma, Daniel Walter, Andrea Walther, Konstantin Fackeldey |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Berlin ; ; Boston : , : De Gruyter, , [2025] |
| Descrizione fisica | 1 online resource (X, 202 p.) |
| Collana | De Gruyter Proceedings in Mathematics |
| Soggetto topico | MATHEMATICS / Optimization |
| Soggetto non controllato | Mathematical optimization, Machine learning, Nonlinear optimization, Discrete optimization, Physics informed learning |
| ISBN |
3-11-137774-1
3-11-137677-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Frontmatter -- Preface -- Acknowledgment -- Contents -- A framework to solve inverse problems for parametric PDEs using adaptive finite elements and neural networks -- Generation of value function data for bilevel optimal control and application to hybrid electric vehicle -- Graph neural networks to predict strokes from blood flow simulations -- Capturing the macroscopic behavior of molecular dynamics with membership functions -- Adaptive gradient-enhanced Gaussian process surrogates for inverse problems -- Multifidelity domain decomposition-based physics-informed neural networks and operators for time-dependent problems -- Constrained piecewise linear optimization by an active signature method -- Parallel trust-region approaches in neural network training -- Trustworthy optimization learning: a brief overview -- Compression-aware training of neural networks using Frank–Wolfe -- Approximation of generalized frequency response functions via vector fitting -- On the nonsmooth regularity condition LIKQ for different abs-normal representations -- Divergence of the ADAM algorithm with fixed-stepsize: a (very) simple example -- Index |
| Record Nr. | UNISA-996657772003316 |
| Berlin ; ; Boston : , : De Gruyter, , [2025] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Operation Modeling and Collaborative Regulation of Distributed Energy Grid Clusters
| Operation Modeling and Collaborative Regulation of Distributed Energy Grid Clusters |
| Autore | Lü Guangtian |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Singapore : , : Springer, , 2025 |
| Descrizione fisica | 1 online resource (347 pages) |
| Altri autori (Persone) |
YangMing
GuoYu AiQian HaoRan |
| Collana | Smart Energy Systems Series |
| Soggetto topico |
MATHEMATICS / Optimization
TECHNOLOGY & ENGINEERING / Electrical TECHNOLOGY & ENGINEERING / Power Resources / Electrical |
| ISBN | 981-9699-42-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9911022454603321 |
Lü Guangtian
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| Singapore : , : Springer, , 2025 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Optimization and Optimal Control in a Nutshell
| Optimization and Optimal Control in a Nutshell |
| Autore | Munasinghe Sudath Rohan |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Singapore : , : Springer, , 2025 |
| Descrizione fisica | 1 online resource (127 pages) |
| Collana | Engineering Optimization: Methods and Applications Series |
| Soggetto topico |
MATHEMATICS / Discrete Mathematics
MATHEMATICS / Optimization TECHNOLOGY & ENGINEERING / Electrical |
| ISBN |
9789819781676
9819781671 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910913792503321 |
|
Munasinghe Sudath Rohan
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| Singapore : , : Springer, , 2025 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Optimization Essentials : Theory, Tools, and Applications
| Optimization Essentials : Theory, Tools, and Applications |
| Autore | Hamid Faiz |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Singapore : , : Springer, , 2025 |
| Descrizione fisica | 1 online resource (803 pages) |
| Collana | International Series in Operations Research and Management Science Series |
| Soggetto topico |
BUSINESS & ECONOMICS / Econometrics
BUSINESS & ECONOMICS / Operations Research MATHEMATICS / Optimization |
| ISBN |
9789819954919
9819954916 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910919814603321 |
|
Hamid Faiz
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| Singapore : , : Springer, , 2025 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Shape optimization and spectral theory / / Antoine Henrot
| Shape optimization and spectral theory / / Antoine Henrot |
| Autore | Henrot Antoine |
| Pubbl/distr/stampa | De Gruyter, 2017 |
| Descrizione fisica | 1 online resource |
| Soggetto topico | MATHEMATICS / Optimization |
| ISBN | 3-11-055088-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Frontmatter -- Contents -- 1 Introduction / Henrot, Antoine -- 2 Existence results / Bucur, Dorin -- 3 Regularity of optimal spectral domains / Lamboley, Jimmy / Pierre, Michel -- 4 The Robin problem / Bucur, Dorin / Freitas, Pedro / Kennedy, James -- 5 Spectral geometry of the Steklov problem / Girouard, Alexandre / Polterovich, Iosif -- 6 Triangles and Other Special Domains / Laugesen, Richard S. / Siudeja, Bartłomiej A. -- 7 Spectral inequalities in quantitative form / Brasco, Lorenzo / De Philippis, Guido -- 8 Universal Inequalities for the Eigenvalues of the Dirichlet Laplacian / Ashbaugh, Mark S. -- 9 Spectral optimization problems for Schrödinger operators / Buttazzo, Giuseppe / Velichkov, Bozhidar -- 10 Nodal and spectral minimal partitions - The state of the art in 2016 - / Bonnaillie-Noël, Virginie / Helffer, Bernard -- 11 Numerical results for extremal problem for eigenvalues of the Laplacian / Antunes, Pedro R. S. / Oudet, Edouard -- Bibliography -- Index |
| Record Nr. | UNISA-996308833203316 |
|
Henrot Antoine
|
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| De Gruyter, 2017 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Shape optimization and spectral theory / / Antoine Henrot
| Shape optimization and spectral theory / / Antoine Henrot |
| Autore | Henrot Antoine |
| Pubbl/distr/stampa | De Gruyter, 2017 |
| Descrizione fisica | 1 online resource |
| Disciplina | 514.2400000000 |
| Soggetto topico | MATHEMATICS / Optimization |
| ISBN |
9783110550887
3110550881 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Frontmatter -- Contents -- 1 Introduction / Henrot, Antoine -- 2 Existence results / Bucur, Dorin -- 3 Regularity of optimal spectral domains / Lamboley, Jimmy / Pierre, Michel -- 4 The Robin problem / Bucur, Dorin / Freitas, Pedro / Kennedy, James -- 5 Spectral geometry of the Steklov problem / Girouard, Alexandre / Polterovich, Iosif -- 6 Triangles and Other Special Domains / Laugesen, Richard S. / Siudeja, Bartłomiej A. -- 7 Spectral inequalities in quantitative form / Brasco, Lorenzo / De Philippis, Guido -- 8 Universal Inequalities for the Eigenvalues of the Dirichlet Laplacian / Ashbaugh, Mark S. -- 9 Spectral optimization problems for Schrödinger operators / Buttazzo, Giuseppe / Velichkov, Bozhidar -- 10 Nodal and spectral minimal partitions - The state of the art in 2016 - / Bonnaillie-Noël, Virginie / Helffer, Bernard -- 11 Numerical results for extremal problem for eigenvalues of the Laplacian / Antunes, Pedro R. S. / Oudet, Edouard -- Bibliography -- Index |
| Record Nr. | UNINA-9910220024203321 |
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Henrot Antoine
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| De Gruyter, 2017 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Soft Computing for Problem Solving : Proceedings of 12th International Conference on Soft Computing for Problem Solving (SocProS 2023), IIT Roorkee, India, August 11-13, Vol. 3
| Soft Computing for Problem Solving : Proceedings of 12th International Conference on Soft Computing for Problem Solving (SocProS 2023), IIT Roorkee, India, August 11-13, Vol. 3 |
| Autore | Deep Kusum |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Singapore : , : Springer, , 2025 |
| Descrizione fisica | 1 online resource (969 pages) |
| Disciplina | 006.3 |
| Altri autori (Persone) |
PantMillie
NagarAtulya K |
| Collana | Frontiers of Artificial Intelligence, Ethics and Multidisciplinary Applications Series |
| Soggetto topico |
COMPUTERS / Database Administration & Management
MATHEMATICS / Optimization MATHEMATICS / Probability & Statistics / General |
| ISBN | 981-9684-56-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9911028662703321 |
|
Deep Kusum
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| Singapore : , : Springer, , 2025 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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