Könyv Stochastic Finite Elements Roger G. Ghanem

Stochastic Finite Elements

A Spectral Approach

Nyelv: Angol
Kötés: Puha kötésű
Elérhetőség: Beszállítói készleten
Küldés 9-15 napon belül
5 125 Ft
1 INTRODUCTION 1.1 Motivation 1.2 Review of Available Techniques 1.3 The Mathematical Model...

Információk a könyvről

Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2003
oldal
224
EAN
9780486428185
ISBN
0486428184
Enbook ID
02566103
Súly
258
Méretek
235 x 138 x 22

Teljes leírás

1 INTRODUCTION 1.1 Motivation 1.2 Review of Available Techniques 1.3 The Mathematical Model 1.4 Outline 2 REPRESENTATION OF STOCHASTIC PROCESSES 2.1 Preliminary Remarks 2.2 Review of the Theory 2.3 Karhunen-Loeve Expansion 2.3.1 Derivation 2.3.2 Properties 2.3.3 Solution of the Integral Equation 2.4 Homogeneous Chaos 2.4.1 Preliminary Remarks 2.4.2 Definitions and Properties 2.4.3 Construction of the Polynomial Chaos 3 SFEM: Response Representation 3.1 Preliminary Remarks 3.2 Deterministic Finite Elements 3.2.1 Problem Definition 3.2.2 Variational Approach 3.2.3 Galerkin Approach 3.2.4 "p-Adaptive Methods, Spectral Methods and Hierarchical Finite Element Bases" 3.3 Stochastic Finite Elements 3.3.1 Preliminary Remarks 3.3.2 Monte Carlo Simulation (MCS) 3.3.3 Perturbation Method 3.3.4 Neumann Expansion Method 3.3.5 Improved Neumann Expansion 3.3.6 Projection on the Homogeneous Chaos 3.3.7 Geometrical and Variational Extensions 4 SFEM: Response Statistics 4.1 Reliability Theory Background 4.2 Statistical Moments 4.2.1 Moments and Cummulants Equations 4.2.2 Second Order Statistics 4.3 Approximation to the Probability Distribution 4.4 Reliability Index and Response Surface Simulation 5 NUMERICAL EXAMPLES 5.1 Preliminary Remarks 5.2 One Dimensional Static Problem 5.2.1 Formulation 5.2.2 Results 5.3 Two Dimensional Static Problem 5.3.1 Formulation 5.3.2 Results 5.4 One Dimensional Dynamic Problem 5.4.1 Description of the Problem 5.4.2 Implementation 5.4.3 Results 6 SUMMARY AND CONCLUDING REMARKS 6.1 SUMMARY AND CONCLUDING REMARKS BIBLIOGRAPHY ADDITIONAL REFERENCES INDEX

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