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Bayesian Optimization with Application to Computer Experiments / Tony Pourmohamad, Herbert K. H. Lee
| Bayesian Optimization with Application to Computer Experiments / Tony Pourmohamad, Herbert K. H. Lee |
| Autore | Pourmohamad, Tony |
| Pubbl/distr/stampa | Cham, : Springer, 2021 |
| Descrizione fisica | x, 104 p. : ill. ; 24 cm |
| Altri autori (Persone) | Lee, Herbert K. H. |
| Soggetto topico |
68-XX - Computer science [MSC 2020]
62-XX - Statistics [MSC 2020] |
| Soggetto non controllato |
Bayesian Inference
Bayesian Network Black box optimization Computer models Constrained optimization Gaussian processes Network models Probability and Statistics in Computer Science Sequential experimental design Simulator Surrogate modeling |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-VAN0274590 |
Pourmohamad, Tony
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| Cham, : Springer, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Bayesian Optimization with Application to Computer Experiments / Tony Pourmohamad, Herbert K. H. Lee
| Bayesian Optimization with Application to Computer Experiments / Tony Pourmohamad, Herbert K. H. Lee |
| Autore | Pourmohamad, Tony |
| Pubbl/distr/stampa | Cham, : Springer, 2021 |
| Descrizione fisica | x, 104 p. : ill. ; 24 cm |
| Altri autori (Persone) | Lee, Herbert K. H. |
| Soggetto topico |
62-XX - Statistics [MSC 2020]
68-XX - Computer science [MSC 2020] |
| Soggetto non controllato |
Bayesian Inference
Bayesian Network Black box optimization Computer models Constrained optimization Gaussian processes Network models Probability and Statistics in Computer Science Sequential experimental design Simulator Surrogate modeling |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-VAN00274590 |
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Pourmohamad, Tony
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| Cham, : Springer, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Control theoretic splines [[electronic resource] ] : optimal control, statistics, and path planning / / Magnus Egerstedt and Clyde Martin
| Control theoretic splines [[electronic resource] ] : optimal control, statistics, and path planning / / Magnus Egerstedt and Clyde Martin |
| Autore | Egerstedt Magnus |
| Edizione | [Course Book] |
| Pubbl/distr/stampa | Princeton, : Princeton University Press, c2010 |
| Descrizione fisica | 1 online resource (227 p.) |
| Disciplina | 511/.42 |
| Altri autori (Persone) | MartinClyde |
| Collana | Princeton series in applied mathematics |
| Soggetto topico |
Interpolation
Smoothing (Numerical analysis) Smoothing (Statistics) Curve fitting Splines Spline theory |
| Soggetto non controllato |
Accuracy and precision
Affine space Affine variety Algorithm Approximation Arbitrarily large B-spline Banach space Bernstein polynomial Bifurcation theory Big O notation Birkhoff interpolation Boundary value problem Bézier curve Chaos theory Computation Computational problem Condition number Constrained optimization Continuous function (set theory) Continuous function Control function (econometrics) Control theory Controllability Convex optimization Convolution Cubic Hermite spline Data set Derivative Differentiable function Differential equation Dimension (vector space) Directional derivative Discrete mathematics Dynamic programming Equation Estimation Filtering problem (stochastic processes) Gaussian quadrature Gradient descent Gramian matrix Growth curve (statistics) Hermite interpolation Hermite polynomials Hilbert projection theorem Hilbert space Initial condition Initial value problem Integral equation Iterative method Karush–Kuhn–Tucker conditions Kernel method Lagrange polynomial Law of large numbers Least squares Linear algebra Linear combination Linear filter Linear map Mathematical optimization Mathematics Maxima and minima Monotonic function Nonlinear programming Nonlinear system Normal distribution Numerical analysis Numerical stability Optimal control Optimization problem Ordinary differential equation Orthogonal polynomials Parameter Piecewise Pointwise Polynomial interpolation Polynomial Probability distribution Quadratic programming Random variable Rate of convergence Ratio test Riccati equation Simpson's rule Simultaneous equations Smoothing spline Smoothing Smoothness Special case Spline (mathematics) Spline interpolation Statistic Stochastic calculus Stochastic Telemetry Theorem Trapezoidal rule Waypoint Weight function Without loss of generality |
| ISBN |
1-282-45796-9
1-282-93606-9 9786612936067 9786612457968 1-4008-3387-6 |
| Classificazione | SK 880 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Frontmatter -- Contents -- Preface -- Chapter One. Introduction -- Chapter Two. Control Systems and Minimum Norm Problems -- Chapter Three. Eight Fundamental Problems -- Chapter Four. Smoothing Splines and Generalizations -- Chapter Five. Approximations and Limiting Concepts -- Chapter Six. Smoothing Splines with Continuous Data -- Chapter Seven. Monotone Smoothing Splines -- Chapter Eight. Smoothing Splines as Integral Filters -- Chapter Nine. Optimal Transfer between Affine Varieties -- Chapter Ten. Path Planning and Telemetry -- Chapter Eleven. Node Selection -- Bibliography -- Index |
| Record Nr. | UNINA-9910780863803321 |
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Egerstedt Magnus
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| Princeton, : Princeton University Press, c2010 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Imaging convection and magnetism in the sun / Shravan Hanasoge
| Imaging convection and magnetism in the sun / Shravan Hanasoge |
| Autore | Hanasoge, Shravan |
| Pubbl/distr/stampa | [Cham], : Springer, 2015 |
| Descrizione fisica | XVII, 131 p. : ill. ; 24 cm |
| Soggetto topico |
15A09 - Theory of matrix inversion and generalized inverses [MSC 2020]
35R30 - Inverse problems for PDEs [MSC 2020] 86A22 - Inverse problems in geophysics [MSC 2020] 47B25 - Linear symmetric and selfadjoint operators (unbounded) [MSC 2020] 35L05 - Wave equation [MSC 2020] 35B27 - Homogenization in context of PDEs ; PDEs in media with periodic structure [MSC 2020] 35L20 - Initial-boundary value problems for second-order hyperbolic equations [MSC 2020] 35Q35 - PDEs in connection with fluid mechanics [MSC 2020] 65N06 - Finite difference methods for boundary value problems involving PDEs [MSC 2020] 65N12 - Stability and convergence of numerical methods for boundary value problems involving PDEs [MSC 2020] 35L15 - Initial value problems for second-order hyperbolic equations [MSC 2020] 65N22 - Numerical solution of discretized equations for boundary value problems involving PDEs [MSC 2020] 35L10 - Second-order hyperbolic equations [MSC 2020] 76Wxx - Magnetohydrodynamics and electrohydrodynamics [MSC 2020] 76R10 - Free convection [MSC 2020] 35Q93 - PDEs in connection with control and optimization [MSC 2020] 47A05 - General (adjoints, conjugates, products, inverses, domains, ranges, etc.) [MSC 2020] 65N21 - Numerical methods for inverse problems for boundary value problems involving PDEs [MSC 2020] 15A29 - Inverse problems in linear algebra [MSC 2020] 78M22 - Spectral, collocation and related methods applied to problems in optics and electromagnetic theory [MSC 2020] 65N80 - Fundamental solutions, Green's function methods, etc. for boundary value problems involving PDEs [MSC 2020] 85A30 - Hydrodynamic and hydromagnetic problems in astronomy and astrophysics [MSC 2020] 78M20 - Finite difference methods applied to problems in optics and electromagnetic theory [MSC 2020] 35Q31 - Euler equations [MSC 2020] 86A15 - Seismology (including tsunami modeling), earthquakes [MSC 2020] |
| Soggetto non controllato |
Constrained optimization
Fluid- and aerodynamics Helioseismology Homogenization Inverse Problems Magnetohydrodynamics Numerical methods Wave propagation in random media |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0113915 |
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Hanasoge, Shravan
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| [Cham], : Springer, 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Imaging convection and magnetism in the sun / Shravan Hanasoge
| Imaging convection and magnetism in the sun / Shravan Hanasoge |
| Autore | Hanasoge, Shravan |
| Pubbl/distr/stampa | [Cham], : Springer, 2015 |
| Descrizione fisica | XVII, 131 p. : ill. ; 24 cm |
| Soggetto topico |
15A09 - Theory of matrix inversion and generalized inverses [MSC 2020]
15A29 - Inverse problems in linear algebra [MSC 2020] 35B27 - Homogenization in context of PDEs ; PDEs in media with periodic structure [MSC 2020] 35L05 - Wave equation [MSC 2020] 35L10 - Second-order hyperbolic equations [MSC 2020] 35L15 - Initial value problems for second-order hyperbolic equations [MSC 2020] 35L20 - Initial-boundary value problems for second-order hyperbolic equations [MSC 2020] 35Q31 - Euler equations [MSC 2020] 35Q35 - PDEs in connection with fluid mechanics [MSC 2020] 35Q93 - PDEs in connection with control and optimization [MSC 2020] 35R30 - Inverse problems for PDEs [MSC 2020] 47A05 - General (adjoints, conjugates, products, inverses, domains, ranges, etc.) [MSC 2020] 47B25 - Linear symmetric and selfadjoint operators (unbounded) [MSC 2020] 65N06 - Finite difference methods for boundary value problems involving PDEs [MSC 2020] 65N12 - Stability and convergence of numerical methods for boundary value problems involving PDEs [MSC 2020] 65N21 - Numerical methods for inverse problems for boundary value problems involving PDEs [MSC 2020] 65N22 - Numerical solution of discretized equations for boundary value problems involving PDEs [MSC 2020] 65N80 - Fundamental solutions, Green's function methods, etc. for boundary value problems involving PDEs [MSC 2020] 76R10 - Free convection [MSC 2020] 76Wxx - Magnetohydrodynamics and electrohydrodynamics [MSC 2020] 78M20 - Finite difference methods applied to problems in optics and electromagnetic theory [MSC 2020] 78M22 - Spectral, collocation and related methods applied to problems in optics and electromagnetic theory [MSC 2020] 85A30 - Hydrodynamic and hydromagnetic problems in astronomy and astrophysics [MSC 2020] 86A15 - Seismology (including tsunami modeling), earthquakes [MSC 2020] 86A22 - Inverse problems in geophysics [MSC 2020] |
| Soggetto non controllato |
Constrained optimization
Fluid- and aerodynamics Helioseismology Homogenization Inverse Problems Magnetohydrodynamics Numerical methods Wave propagation in random media |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN00113915 |
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Hanasoge, Shravan
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| [Cham], : Springer, 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Lectures on Variational Analysis / Asen L. Dontchev
| Lectures on Variational Analysis / Asen L. Dontchev |
| Autore | Dontchev, Asen L. |
| Pubbl/distr/stampa | Cham, : Springer, 2021 |
| Descrizione fisica | xii, 219 p. : ill. ; 24 cm |
| Soggetto topico |
49-XX - Calculus of variations and optimal control; optimization [MSC 2020]
49J40 - Variational inequalities [MSC 2020] 49J53 - Set-valued and variational analysis [MSC 2020] 49J52 - Nonsmooth analysis [MSC 2020] 49N10 - Linear-quadratic optimal control problems [MSC 2020] 49N45 - Inverse problems in optimal control [MSC 2020] 49N35 - Optimal feedback synthesis [MSC 2020] |
| Soggetto non controllato |
Constrained optimization
Lipschitz stability Mathematical programming Metric regularity Non-smooth Analysis Optimal Control Sensitivity Set-valued analysis Strong regularity |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-VAN0274867 |
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Dontchev, Asen L.
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| Cham, : Springer, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Lectures on Variational Analysis / Asen L. Dontchev
| Lectures on Variational Analysis / Asen L. Dontchev |
| Autore | Dontchev, Asen L. |
| Pubbl/distr/stampa | Cham, : Springer, 2021 |
| Descrizione fisica | xii, 219 p. : ill. ; 24 cm |
| Soggetto topico |
49-XX - Calculus of variations and optimal control; optimization [MSC 2020]
49J40 - Variational inequalities [MSC 2020] 49J52 - Nonsmooth analysis [MSC 2020] 49J53 - Set-valued and variational analysis [MSC 2020] 49N10 - Linear-quadratic optimal control problems [MSC 2020] 49N35 - Optimal feedback synthesis [MSC 2020] 49N45 - Inverse problems in optimal control [MSC 2020] |
| Soggetto non controllato |
Constrained optimization
Lipschitz stability Mathematical programming Metric regularity Non-smooth Analysis Optimal Control Sensitivity Set-valued analysis Strong regularity |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-VAN00274867 |
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Dontchev, Asen L.
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| Cham, : Springer, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Nonlinear Optimization / Francisco J. Aragón … [et al.]]
| Nonlinear Optimization / Francisco J. Aragón … [et al.]] |
| Pubbl/distr/stampa | Cham, : Springer, 2019 |
| Descrizione fisica | xiv, 350 p. : ill. ; 24 cm |
| Soggetto topico |
47N10 - Applications of operator theory in optimization, convex analysis, mathematical programming, economics [MSC 2020]
65Kxx - Numerical methods for mathematical programming, optimization and variational techniques [MSC 2020] 97Uxx - Educational material and media and educational technology in mathematics education [MSC 2020] |
| Soggetto non controllato |
Coercivity
Constrained optimization Convexity Derivative-free optimization methods Fermat-Steiner problem Geometric optimization Gradient methods Jensen's inequalities Lagrange duality Line search methods Linear regression Nelder and Mead method Optimization algorithms Optimization problems Polynomial regression Quadratic optimization Quasi-Newton Methods Unconstrained Optimization Wolfe duality |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN0127075 |
| Cham, : Springer, 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Nonlinear Optimization / Francisco J. Aragón … [et al.]]
| Nonlinear Optimization / Francisco J. Aragón … [et al.]] |
| Pubbl/distr/stampa | Cham, : Springer, 2019 |
| Descrizione fisica | xiv, 350 p. : ill. ; 24 cm |
| Soggetto topico |
47N10 - Applications of operator theory in optimization, convex analysis, mathematical programming, economics [MSC 2020]
65Kxx - Numerical methods for mathematical programming, optimization and variational techniques [MSC 2020] 97Uxx - Educational material and media and educational technology in mathematics education [MSC 2020] |
| Soggetto non controllato |
Coercivity
Constrained optimization Convexity Derivative-free optimization methods Fermat-Steiner problem Geometric optimization Gradient methods Jensen's inequalities Lagrange duality Line search methods Linear regression Nelder and Mead method Optimization algorithms Optimization problems Polynomial regression Quadratic optimization Quasi-Newton Methods Unconstrained Optimization Wolfe duality |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNICAMPANIA-VAN00127075 |
| Cham, : Springer, 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Robust optimization [[electronic resource] /] / Aharon Ben-Tal, Laurent El Ghaoui, Arkadi Nemirovski
| Robust optimization [[electronic resource] /] / Aharon Ben-Tal, Laurent El Ghaoui, Arkadi Nemirovski |
| Autore | Ben-Tal A |
| Edizione | [Course Book] |
| Pubbl/distr/stampa | Princeton, NJ, : Princeton University Press, c2009 |
| Descrizione fisica | 1 online resource (565 p.) |
| Disciplina | 519.6 |
| Altri autori (Persone) |
El GhaouiLaurent
NemirovskiĭArkadiĭ Semenovich |
| Collana | Princeton Series in Applied Mathematics |
| Soggetto topico |
Robust optimization
Linear programming |
| Soggetto non controllato |
0O
Accuracy and precision Additive model Almost surely Approximation algorithm Approximation Best, worst and average case Bifurcation theory Big O notation Candidate solution Central limit theorem Chaos theory Coefficient Computational complexity theory Constrained optimization Convex hull Convex optimization Convex set Cumulative distribution function Curse of dimensionality Decision problem Decision rule Degeneracy (mathematics) Diagram (category theory) Duality (optimization) Dynamic programming Exponential function Feasible region Floor and ceiling functions For All Practical Purposes Free product Ideal solution Identity matrix Inequality (mathematics) Infimum and supremum Integer programming Law of large numbers Likelihood-ratio test Linear dynamical system Linear inequality Linear map Linear matrix inequality Linear programming Linear regression Loss function Margin classifier Markov chain Markov decision process Mathematical optimization Max-plus algebra Maxima and minima Multivariate normal distribution NP-hardness Norm (mathematics) Normal distribution Optimal control Optimization problem Orientability P versus NP problem Pairwise Parameter Parametric family Probability distribution Probability Proportionality (mathematics) Quantity Random variable Relative interior Robust control Robust decision-making Robust optimization Semi-infinite Sensitivity analysis Simple set Singular value Skew-symmetric matrix Slack variable Special case Spherical model Spline (mathematics) State variable Stochastic calculus Stochastic control Stochastic optimization Stochastic programming Stochastic Strong duality Support vector machine Theorem Time complexity Uncertainty Uniform distribution (discrete) Unimodality Upper and lower bounds Variable (mathematics) Virtual displacement Weak duality Wiener filter With high probability Without loss of generality |
| ISBN |
1-282-25928-8
9786612259289 1-4008-3105-9 |
| Classificazione | SK 870 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Frontmatter -- Contents -- Preface -- Part I. Robust Linear Optimization -- Chapter One. Uncertain Linear Optimization Problems and their Robust Counterparts -- Chapter Two. Robust Counterpart Approximations of Scalar Chance Constraints -- Chapter Three. Globalized Robust Counterparts of Uncertain LO Problems -- Chapter Four. More on Safe Tractable Approximations of Scalar Chance Constraints -- Part II. Robust Conic Optimization -- Chapter Five. Uncertain Conic Optimization: The Concepts -- Chapter Six. Uncertain Conic Quadratic Problems with Tractable RCs -- Chapter Seven. Approximating RCs of Uncertain Conic Quadratic Problems -- Chapter Eight. Uncertain Semidefinite Problems with Tractable RCs -- Chapter Nine. Approximating RCs of Uncertain Semidefinite Problems -- Chapter Ten. Approximating Chance Constrained CQIs and LMIs -- Chapter Eleven. Globalized Robust Counterparts of Uncertain Conic Problems -- Chapter Twelve. Robust Classi¯cation and Estimation -- Part III. Robust Multi-Stage Optimization -- Chapter Thirteen. Robust Markov Decision Processes -- Chapter Fourteen. Robust Adjustable Multistage Optimization -- Part IV. Selected Applications -- Chapter Fifteen. Selected Applications -- Appendix A: Notation and Prerequisites -- Appendix B: Some Auxiliary Proofs -- Appendix C: Solutions to Selected Exercises -- Bibliography -- Index |
| Record Nr. | UNINA-9910778219003321 |
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Ben-Tal A
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| Princeton, NJ, : Princeton University Press, c2009 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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