‏940.00 ₪

Handbook of Probabilistic Models

‏940.00 ₪
ISBN13
9780128165140
יצא לאור ב
Woburn
זמן אספקה
במלאי, (זמן אספקה 5 ימי עסקים)
עמודים
576
פורמט
Paperback / softback
תאריך יציאה לאור
8 באוק׳ 2019
Handbook of Probabilistic Models carefully examines the application of advanced probabilistic models in conventional engineering fields. In this comprehensive handbook, practitioners, researchers and scientists will find detailed explanations of technical concepts, applications of the proposed methods, and the respective scientific approaches needed to solve the problem. This book provides an interdisciplinary approach that creates advanced probabilistic models for engineering fields, ranging from conventional fields of mechanical engineering and civil engineering, to electronics, electrical, earth sciences, climate, agriculture, water resource, mathematical sciences and computer sciences. Specific topics covered include minimax probability machine regression, stochastic finite element method, relevance vector machine, logistic regression, Monte Carlo simulations, random matrix, Gaussian process regression, Kalman filter, stochastic optimization, maximum likelihood, Bayesian inference, Bayesian update, kriging, copula-statistical models, and more.
מידע נוסף
עמודים 576
פורמט Paperback / softback
ISBN10 0128165146
יצא לאור ב Woburn
תאריך יציאה לאור 8 באוק׳ 2019
תוכן עניינים 1. Monte Carlo Simulation 2. Stochastic Optimization Method 3. Reliability Analysis 4. Stochastic Finite Element Method 5. Kalman Filter 6. Random matrix 7. Markov Chain 8. Gaussian Process Regression 9. Logistic regression 10. Geostatistics 11. Kriging 12. Bayesian inference 13. Bayesian updating 14. Probabilistic Neural Network 15. SVM, Relevance vector machine
זמן אספקה במלאי, (זמן אספקה 5 ימי עסקים)