Acquisition and analysis of terrestrial gravity data / / Leland Timothy Long, Ronald Douglas Kaufmann [[electronic resource]]
| Acquisition and analysis of terrestrial gravity data / / Leland Timothy Long, Ronald Douglas Kaufmann [[electronic resource]] |
| Autore | Long L. T (Leland Timothy) |
| Pubbl/distr/stampa | Cambridge : , : Cambridge University Press, , 2013 |
| Descrizione fisica | 1 online resource (x, 171 pages) : digital, PDF file(s) |
| Disciplina | 526/.7 |
| Soggetto topico |
Gravity anomalies - Measurement
Geophysical surveys |
| ISBN |
1-139-61069-4
1-107-23610-X 1-107-25459-0 1-139-61255-7 1-139-62185-8 1-283-94370-0 1-139-62557-8 1-139-16228-4 1-139-61627-7 |
| Classificazione | SCI032000 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Machine generated contents note: List of symbols; 1. Gravitational attraction; 2. Instruments and data reduction; 3. Field acquisition of gravity data; 4. Graphical representation of the anomalous field; 5. Manipulation of the gravity field; 6. Interpretation of density structure; 7. Direct inversion; 8. Experimental isostasy; References; Index. |
| Altri titoli varianti | Acquisition & Analysis of Terrestrial Gravity Data |
| Record Nr. | UNINA-9910786031703321 |
Long L. T (Leland Timothy)
|
||
| Cambridge : , : Cambridge University Press, , 2013 | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Acquisition and analysis of terrestrial gravity data / / Leland Timothy Long, Ronald Douglas Kaufmann [[electronic resource]]
| Acquisition and analysis of terrestrial gravity data / / Leland Timothy Long, Ronald Douglas Kaufmann [[electronic resource]] |
| Autore | Long L. T (Leland Timothy) |
| Pubbl/distr/stampa | Cambridge : , : Cambridge University Press, , 2013 |
| Descrizione fisica | 1 online resource (x, 171 pages) : digital, PDF file(s) |
| Disciplina | 526/.7 |
| Soggetto topico |
Gravity anomalies - Measurement
Geophysical surveys |
| ISBN |
1-139-61069-4
1-107-23610-X 1-107-25459-0 1-139-61255-7 1-139-62185-8 1-283-94370-0 1-139-62557-8 1-139-16228-4 1-139-61627-7 |
| Classificazione | SCI032000 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Machine generated contents note: List of symbols; 1. Gravitational attraction; 2. Instruments and data reduction; 3. Field acquisition of gravity data; 4. Graphical representation of the anomalous field; 5. Manipulation of the gravity field; 6. Interpretation of density structure; 7. Direct inversion; 8. Experimental isostasy; References; Index. |
| Altri titoli varianti | Acquisition & Analysis of Terrestrial Gravity Data |
| Record Nr. | UNINA-9910815214003321 |
Long L. T (Leland Timothy)
|
||
| Cambridge : , : Cambridge University Press, , 2013 | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Earth dynamics : deformations and oscillations of the rotating Earth / / D.E. Smylie, York University, Toronto [[electronic resource]]
| Earth dynamics : deformations and oscillations of the rotating Earth / / D.E. Smylie, York University, Toronto [[electronic resource]] |
| Autore | Smylie D. E. |
| Pubbl/distr/stampa | Cambridge : , : Cambridge University Press, , 2013 |
| Descrizione fisica | 1 online resource (xii, 543 pages) : digital, PDF file(s) |
| Disciplina | 551.1 |
| Soggetto topico | Geodynamics |
| ISBN |
1-108-44582-9
1-107-30110-6 1-107-23366-6 1-107-31393-7 1-139-02540-6 1-107-30542-X 1-107-30618-3 1-107-30838-0 1-299-25714-3 |
| Classificazione | SCI032000 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Machine generated contents note: 1. Introduction and theoretical background; 2. Time sequence and spectral analysis; 3. Earth deformations; 4. Earth's rotation: observations and theory; 5. Earth's figure and gravitation; 6. Rotating fluids and the outer core; 7. The subseismic equation and boundary conditions; 8. Variational methods and core modes; 9. Static deformations and dislocation theory; Appendix A. Elementary results from vector analysis; Appendix B. Properties of Legendre functions; Appendix C. Numerical Earth models; References; Fortran index; Subject index. |
| Record Nr. | UNINA-9910792074903321 |
Smylie D. E.
|
||
| Cambridge : , : Cambridge University Press, , 2013 | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Earth dynamics : deformations and oscillations of the rotating Earth / / D.E. Smylie, York University, Toronto [[electronic resource]]
| Earth dynamics : deformations and oscillations of the rotating Earth / / D.E. Smylie, York University, Toronto [[electronic resource]] |
| Autore | Smylie D. E. |
| Pubbl/distr/stampa | Cambridge : , : Cambridge University Press, , 2013 |
| Descrizione fisica | 1 online resource (xii, 543 pages) : digital, PDF file(s) |
| Disciplina | 551.1 |
| Soggetto topico | Geodynamics |
| ISBN |
1-108-44582-9
1-107-30110-6 1-107-23366-6 1-107-31393-7 1-139-02540-6 1-107-30542-X 1-107-30618-3 1-107-30838-0 1-299-25714-3 |
| Classificazione | SCI032000 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Machine generated contents note: 1. Introduction and theoretical background; 2. Time sequence and spectral analysis; 3. Earth deformations; 4. Earth's rotation: observations and theory; 5. Earth's figure and gravitation; 6. Rotating fluids and the outer core; 7. The subseismic equation and boundary conditions; 8. Variational methods and core modes; 9. Static deformations and dislocation theory; Appendix A. Elementary results from vector analysis; Appendix B. Properties of Legendre functions; Appendix C. Numerical Earth models; References; Fortran index; Subject index. |
| Record Nr. | UNINA-9910813683803321 |
Smylie D. E.
|
||
| Cambridge : , : Cambridge University Press, , 2013 | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Earthquakes : models, statistics, testable forecasts / / Yan Y. Kagan
| Earthquakes : models, statistics, testable forecasts / / Yan Y. Kagan |
| Autore | Kagan Yan K |
| Edizione | [First edition.] |
| Pubbl/distr/stampa | Hoboken, New Jersey : , : John Wiley & Sons, Ltd, , 2014 |
| Descrizione fisica | 1 online resource (307 p.) |
| Disciplina | 551.2201/12 |
| Collana | Statistical Physics of Fracture and Breakdown |
| Soggetto topico |
Earthquake prediction
Earthquake hazard analysis |
| ISBN |
1-118-63789-5
1-118-63791-7 1-118-63788-7 |
| Classificazione | SCI032000 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Cover; Title Page; Copyright; Contents; Preface; Acknowledgments; List of Abbreviations; List of Mathematical Symbols; Part I Models; Chapter 1 Motivation: Earthquake science challenges; Chapter 2 Seismological background; 2.1 Earthquakes; 2.2 Earthquake catalogs; 2.3 Description of modern earthquake catalogs; 2.4 Earthquake temporal occurrence: quasi-periodic, Poisson, or clustered?; 2.5 Earthquake faults: one fault, several faults, or an infinite number of faults?; 2.6 Statistical and physical models of seismicity; 2.7 Laboratory and theoretical studies of fracture
Chapter 3 Stochastic processes and earthquake occurrence models3.1 Earthquake clustering and branching processes; 3.2 Several problems and challenges; 3.3 Critical continuum-state branching model of earthquake rupture; 3.3.1 Time-magnitude simulation; 3.3.2 Space-focal mechanism simulation; Part II Statistics; Chapter 4 Statistical distributions of earthquake numbers: Consequence of branching process; 4.1 Theoretical considerations; 4.1.1 Generating function for the negative binomial distribution (NBD); 4.1.2 NBD distribution expressions; 4.1.3 Statistical parameter estimation 6.2 Seismic moment release in earthquakes and aftershocks6.2.1 Temporal distribution of aftershocks; 6.2.2 Southern California earthquakes and their aftershocks; 6.2.3 Global shallow earthquakes; 6.2.4 Comparison of source-time functions and aftershock moment release; 6.3 Random shear stress and Omori's law; 6.4 Aftershock temporal distribution, theoretical analysis; 6.4.1 Lévy distribution; 6.4.2 Inverse Gaussian distribution (IGD); 6.5 Temporal distribution of aftershocks: Observations; 6.5.1 Aftershock sequences; 6.5.2 Temporal distribution for earthquake pairs 6.6 Example: The New Madrid earthquake sequence of 1811-12 |
| Record Nr. | UNINA-9910138970403321 |
Kagan Yan K
|
||
| Hoboken, New Jersey : , : John Wiley & Sons, Ltd, , 2014 | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Earthquakes : models, statistics, testable forecasts / / Yan Y. Kagan
| Earthquakes : models, statistics, testable forecasts / / Yan Y. Kagan |
| Autore | Kagan Yan K |
| Edizione | [First edition.] |
| Pubbl/distr/stampa | Hoboken, New Jersey : , : John Wiley & Sons, Ltd, , 2014 |
| Descrizione fisica | 1 online resource (307 p.) |
| Disciplina | 551.2201/12 |
| Collana | Statistical Physics of Fracture and Breakdown |
| Soggetto topico |
Earthquake prediction
Earthquake hazard analysis |
| ISBN |
1-118-63789-5
1-118-63791-7 1-118-63788-7 |
| Classificazione | SCI032000 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Cover; Title Page; Copyright; Contents; Preface; Acknowledgments; List of Abbreviations; List of Mathematical Symbols; Part I Models; Chapter 1 Motivation: Earthquake science challenges; Chapter 2 Seismological background; 2.1 Earthquakes; 2.2 Earthquake catalogs; 2.3 Description of modern earthquake catalogs; 2.4 Earthquake temporal occurrence: quasi-periodic, Poisson, or clustered?; 2.5 Earthquake faults: one fault, several faults, or an infinite number of faults?; 2.6 Statistical and physical models of seismicity; 2.7 Laboratory and theoretical studies of fracture
Chapter 3 Stochastic processes and earthquake occurrence models3.1 Earthquake clustering and branching processes; 3.2 Several problems and challenges; 3.3 Critical continuum-state branching model of earthquake rupture; 3.3.1 Time-magnitude simulation; 3.3.2 Space-focal mechanism simulation; Part II Statistics; Chapter 4 Statistical distributions of earthquake numbers: Consequence of branching process; 4.1 Theoretical considerations; 4.1.1 Generating function for the negative binomial distribution (NBD); 4.1.2 NBD distribution expressions; 4.1.3 Statistical parameter estimation 6.2 Seismic moment release in earthquakes and aftershocks6.2.1 Temporal distribution of aftershocks; 6.2.2 Southern California earthquakes and their aftershocks; 6.2.3 Global shallow earthquakes; 6.2.4 Comparison of source-time functions and aftershock moment release; 6.3 Random shear stress and Omori's law; 6.4 Aftershock temporal distribution, theoretical analysis; 6.4.1 Lévy distribution; 6.4.2 Inverse Gaussian distribution (IGD); 6.5 Temporal distribution of aftershocks: Observations; 6.5.1 Aftershock sequences; 6.5.2 Temporal distribution for earthquake pairs 6.6 Example: The New Madrid earthquake sequence of 1811-12 |
| Record Nr. | UNINA-9910807965303321 |
Kagan Yan K
|
||
| Hoboken, New Jersey : , : John Wiley & Sons, Ltd, , 2014 | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Frontiers in geochemistry : contribution of geochemistry to the study of the earth / / edited by Russell S. Harmon and Andrew Parker
| Frontiers in geochemistry : contribution of geochemistry to the study of the earth / / edited by Russell S. Harmon and Andrew Parker |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Chichester, West Sussex, UK ; ; Hoboken, NJ, : Wiley-Blackwell, 2011 |
| Descrizione fisica | 1 online resource (286 p.) |
| Disciplina | 551.9 |
| Altri autori (Persone) |
HarmonR. S (Russell S.)
ParkerA <1941-> (Andrew) |
| Soggetto topico |
Geochemistry
Geology, Structural |
| ISBN |
1-283-40715-9
9786613407153 1-4443-2996-0 1-4443-2995-2 |
| Classificazione | SCI032000 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Frontiers in Geochemistry: Contribution of Geochemistry to the Study of the Earth; Contents; Contributors; Editors'Preface; Introduction; Part 1: Contribution of Geochemistry to the Study of the Earth; 1: Geochemistry and Secular Geochemical Evolution of the Earth ' s Mantle and Lower Crust; 2: Crustal Evolution - A Mineral Archive Perspective; 3: Discovering the History of Atmospheric Oxygen; 4: Geochemistry of the Oceanic Crust; 5: Silicate Rock Weathering and the Global Carbon Cycle; 6: Geochemistry of Secular Evolution of Groundwater; 7: Stable Isotope Geochemistry: Some Perspectives
Part 2: Frontiers in Geochemistry8: Geochemistry of Geologic Sequestration of Carbon Dioxide; 9: Microbial Geochemistry: At the Intersection of Disciplines; 10: Nanogeochemistry: Nanostructures and Their Reactivity in Natural Systems; 11: Urban Geochemistry; 12: Archaeological and Anthropological Applications of Isotopic and Elemental Geochemistry; Index; Colour plates |
| Record Nr. | UNINA-9910141135903321 |
| Chichester, West Sussex, UK ; ; Hoboken, NJ, : Wiley-Blackwell, 2011 | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Geochemistry / / William M. White
| Geochemistry / / William M. White |
| Autore | White William M. <1948-> |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Hoboken, N.J., : John Wiley & Sons Inc., 2013 |
| Descrizione fisica | vii, 660 p. : ill |
| Disciplina | 551.9 |
| Soggetto topico | Geochemistry |
| ISBN |
9781118485255
1118485254 9781785393594 1785393596 9780470656686 0470656689 |
| Classificazione | SCI032000 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Machine generated contents note: Chapter 1: Introduction Chapter 2: Energy, Entropy and Fundamental Thermodynamic Concepts Chapter 3: Solutions and Thermodynamics of Multicomponent Systems Chapter 4: Applications of Thermodynamics to the Earth Chapter 5: Kinetics: The Pace of Things Chapter 6: Aquatic Chemistry Chapter 7. Trace Elements in Igneous Processes Chapter 8: Radiogenic Isotope Geochemistry Chapter 9: Stable Isotope Geochemistry Chapter 10: The Big Picture: Cosmochemistry Chapter 11: Geochemistry of the Solid Earth Chapter 12: Organic Geochemistry, the Carbon Cycle, and Climate Appendix Index. |
| Record Nr. | UNINA-9910971849403321 |
White William M. <1948->
|
||
| Hoboken, N.J., : John Wiley & Sons Inc., 2013 | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Global optimization methods in geophysical inversion / / Mrinal K. Sen, University of Texas, Austin, USA and Paul L. Stoffa, The University of Texas, Austin, USA [[electronic resource]]
| Global optimization methods in geophysical inversion / / Mrinal K. Sen, University of Texas, Austin, USA and Paul L. Stoffa, The University of Texas, Austin, USA [[electronic resource]] |
| Autore | Sen Mrinal K. |
| Edizione | [2nd ed.] |
| Pubbl/distr/stampa | Cambridge : , : Cambridge University Press, , 2013 |
| Descrizione fisica | 1 online resource (xii, 289 pages) : digital, PDF file(s) |
| Disciplina | 550.1/515357 |
| Soggetto topico |
Geological modeling
Geophysics - Mathematical models Inverse problems (Differential equations) Mathematical optimization |
| ISBN |
1-108-44584-5
1-107-23477-8 1-139-61021-X 1-139-60864-9 1-139-62509-8 0-511-99757-4 1-139-61579-3 1-139-61207-7 1-299-25764-X |
| Classificazione | SCI032000 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Cover; Global Optimization Methods in Geophysical Inversion; Title; Copyright; Contents; Preface to the first edition (1995); Preface to the second edition (2013); 1 Preliminary statistics; 1.1 Random variables; 1.2 Random numbers; 1.3 Probability; 1.4 Probability distribution, distribution function, and density function; 1.4.1 Examples of distribution and density functions; 1.4.1.1 Normal or Gaussian distribution; 1.4.1.2 Cauchy distribution; 1.4.1.3 Gibbs' distribution; 1.5 Joint and marginal probability distributions; 1.6 Mathematical expectation, moments, variances, and covariances
1.7 Conditional probability and Bayes' rule1.8 Monte Carlo integration; 1.9 Importance sampling; 1.10 Stochastic processes; 1.11 Markov chains; 1.12 Homogeneous, inhomogeneous, irreducible, and aperiodic Markov chains; 1.13 The limiting probability; 2 Direct, linear, and iterative-linear inverse methods; 2.1 Direct inversion methods; 2.2 Model-based inversion methods; 2.2.1 Linear/linearized methods; 2.2.2 Iterative-linear or gradient-based methods; 2.2.3 Enumerative or grid-search method; 2.2.4 Monte Carlo method; 2.2.4.1 Directed Monte Carlo methods; 2.3 Linear/linearized inverse methods 2.3.1 Existence2.3.2 Uniqueness; 2.3.3 Stability; 2.3.4 Robustness; 2.4 Solution of linear inverse problems; 2.4.1 Method of least squares; 2.4.1.1 Maximum-likelihood methods; 2.4.2 Stability and uniqueness - singular-value-decomposition (SVD) analysis; 2.4.3 Methods of constraining the solution; 2.4.3.1 Positivity constraint; 2.4.3.2 Prior model; 2.4.3.3 Model smoothness; 2.4.4 Uncertainty estimates; 2.4.5 Regularization; 2.4.5.1 Method for choosing the regularization parameter; The L-curve; Generalized cross-validation (GCV) method; Morozov's discrepancy principle Engl's modified discrepancy principle2.4.6 General Lp Norm; 2.4.6.1 IRLS; 2.4.6.2 Total variation regularization (TVR); 2.5 Iterative methods for non-linear problems: local optimization; 2.5.1 Quadratic function; 2.5.2 Newton's method; 2.5.3 Steepest descent; 2.5.4 Conjugate gradient; 2.5.5 Gauss-Newton; 2.6 Solution using probabilistic formulation; 2.6.1 Linear case; 2.6.2 Case of weak non-linearity; 2.6.3 Quasi-linear case; 2.6.4 Non-linear case; 2.7 Summary; 3 Monte Carlo methods; 3.1 Enumerative or grid-search techniques; 3.2 Monte Carlo inversion; 3.3 Hybrid Monte Carlo-linear inversion 3.4 Directed Monte Carlo methods4 Simulated annealing methods; 4.1 Metropolis algorithm; 4.1.1 Mathematical model and asymptotic convergence; 4.1.1.1 Irreducibility; 4.1.1.2 Aperiodicity; 4.1.1.3 Limiting probability; 4.2 Heat bath algorithm; 4.2.1 Mathematical model and asymptotic convergence; 4.2.1.1 Transition probability matrix; 4.2.1.2 Irreducibility; 4.2.1.3 Aperiodicity; 4.2.1.4 Limiting probability; 4.3 Simulated annealing without rejected moves; 4.4 Fast simulated annealing (FSA); 4.5 Very fast simulated reannealing; 4.6 Mean field annealing; 4.6.1 Neurons and neural networks 4.6.2 Hopfield neural networks |
| Record Nr. | UNINA-9910792070103321 |
Sen Mrinal K.
|
||
| Cambridge : , : Cambridge University Press, , 2013 | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Global optimization methods in geophysical inversion / / Mrinal K. Sen, University of Texas, Austin, USA and Paul L. Stoffa, The University of Texas, Austin, USA [[electronic resource]]
| Global optimization methods in geophysical inversion / / Mrinal K. Sen, University of Texas, Austin, USA and Paul L. Stoffa, The University of Texas, Austin, USA [[electronic resource]] |
| Autore | Sen Mrinal K. |
| Edizione | [2nd ed.] |
| Pubbl/distr/stampa | Cambridge : , : Cambridge University Press, , 2013 |
| Descrizione fisica | 1 online resource (xii, 289 pages) : digital, PDF file(s) |
| Disciplina | 550.1/515357 |
| Soggetto topico |
Geological modeling
Geophysics - Mathematical models Inverse problems (Differential equations) Mathematical optimization |
| ISBN |
1-108-44584-5
1-107-23477-8 1-139-61021-X 1-139-60864-9 1-139-62509-8 0-511-99757-4 1-139-61579-3 1-139-61207-7 1-299-25764-X |
| Classificazione | SCI032000 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Cover; Global Optimization Methods in Geophysical Inversion; Title; Copyright; Contents; Preface to the first edition (1995); Preface to the second edition (2013); 1 Preliminary statistics; 1.1 Random variables; 1.2 Random numbers; 1.3 Probability; 1.4 Probability distribution, distribution function, and density function; 1.4.1 Examples of distribution and density functions; 1.4.1.1 Normal or Gaussian distribution; 1.4.1.2 Cauchy distribution; 1.4.1.3 Gibbs' distribution; 1.5 Joint and marginal probability distributions; 1.6 Mathematical expectation, moments, variances, and covariances
1.7 Conditional probability and Bayes' rule1.8 Monte Carlo integration; 1.9 Importance sampling; 1.10 Stochastic processes; 1.11 Markov chains; 1.12 Homogeneous, inhomogeneous, irreducible, and aperiodic Markov chains; 1.13 The limiting probability; 2 Direct, linear, and iterative-linear inverse methods; 2.1 Direct inversion methods; 2.2 Model-based inversion methods; 2.2.1 Linear/linearized methods; 2.2.2 Iterative-linear or gradient-based methods; 2.2.3 Enumerative or grid-search method; 2.2.4 Monte Carlo method; 2.2.4.1 Directed Monte Carlo methods; 2.3 Linear/linearized inverse methods 2.3.1 Existence2.3.2 Uniqueness; 2.3.3 Stability; 2.3.4 Robustness; 2.4 Solution of linear inverse problems; 2.4.1 Method of least squares; 2.4.1.1 Maximum-likelihood methods; 2.4.2 Stability and uniqueness - singular-value-decomposition (SVD) analysis; 2.4.3 Methods of constraining the solution; 2.4.3.1 Positivity constraint; 2.4.3.2 Prior model; 2.4.3.3 Model smoothness; 2.4.4 Uncertainty estimates; 2.4.5 Regularization; 2.4.5.1 Method for choosing the regularization parameter; The L-curve; Generalized cross-validation (GCV) method; Morozov's discrepancy principle Engl's modified discrepancy principle2.4.6 General Lp Norm; 2.4.6.1 IRLS; 2.4.6.2 Total variation regularization (TVR); 2.5 Iterative methods for non-linear problems: local optimization; 2.5.1 Quadratic function; 2.5.2 Newton's method; 2.5.3 Steepest descent; 2.5.4 Conjugate gradient; 2.5.5 Gauss-Newton; 2.6 Solution using probabilistic formulation; 2.6.1 Linear case; 2.6.2 Case of weak non-linearity; 2.6.3 Quasi-linear case; 2.6.4 Non-linear case; 2.7 Summary; 3 Monte Carlo methods; 3.1 Enumerative or grid-search techniques; 3.2 Monte Carlo inversion; 3.3 Hybrid Monte Carlo-linear inversion 3.4 Directed Monte Carlo methods4 Simulated annealing methods; 4.1 Metropolis algorithm; 4.1.1 Mathematical model and asymptotic convergence; 4.1.1.1 Irreducibility; 4.1.1.2 Aperiodicity; 4.1.1.3 Limiting probability; 4.2 Heat bath algorithm; 4.2.1 Mathematical model and asymptotic convergence; 4.2.1.1 Transition probability matrix; 4.2.1.2 Irreducibility; 4.2.1.3 Aperiodicity; 4.2.1.4 Limiting probability; 4.3 Simulated annealing without rejected moves; 4.4 Fast simulated annealing (FSA); 4.5 Very fast simulated reannealing; 4.6 Mean field annealing; 4.6.1 Neurons and neural networks 4.6.2 Hopfield neural networks |
| Record Nr. | UNINA-9910822272103321 |
Sen Mrinal K.
|
||
| Cambridge : , : Cambridge University Press, , 2013 | ||
| Lo trovi qui: Univ. Federico II | ||
| ||