Geophysical Data Analysis: Discrete Inverse Theory, 3/e : MATLAB Edition (Hardcover)
暫譯: 地球物理數據分析:離散反演理論,第3版:MATLAB 版 (精裝本)
William Menke
- 出版商: Academic Press
- 出版日期: 2012-07-05
- 定價: $3,060
- 售價: 8.5 折 $2,601
- 語言: 英文
- 頁數: 330
- 裝訂: Hardcover
- ISBN: 0123971608
- ISBN-13: 9780123971609
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相關分類:
Matlab、Data Science
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相關主題
商品描述
Since 1984, Geophysical Data Analysis has filled the need for a short, concise reference on inverse theory for individuals who have an intermediate background in science and mathematics. The new edition maintains the accessible and succinct manner for which it is known, with the addition of:
- MATLAB examples and problem sets
- Advanced color graphics
- Coverage of new topics, including Adjoint Methods; Inversion by Steepest Descent, Monte Carlo and Simulated Annealing methods; and Bootstrap algorithm for determining empirical confidence intervals
- Online data sets and MATLAB scripts that can be used as an inverse theory tutorial.
- Additional material on probability, including Bayesian influence, probability density function, and metropolis algorithm
- Detailed discussion of application of inverse theory to tectonic, gravitational and geomagnetic studies
- Numerous examples and end-of-chapter homework problems help you explore and further understand the ideas presented
- Use as classroom text facilitated by a complete set of exemplary lectures in Microsoft PowerPoint format and homework problem solutions for instructors
- Check out the companion website: http://www.elsevierdirect.com/companion.jsp?ISBN=9780123971609
and the Instructor website: http://textbooks.elsevier.com/web/manuals.aspx?isbn=9780123971609
商品描述(中文翻譯)
自1984年以來,《地球物理數據分析》滿足了對於逆理論的簡短、精煉參考資料的需求,適合具有中等科學和數學背景的個人。新版本保持了其知名的易讀性和簡潔性,並新增了以下內容:
- MATLAB 範例和習題集
- 進階彩色圖形
- 新主題的涵蓋,包括伴隨方法(Adjoint Methods)、最陡下降法(Inversion by Steepest Descent)、蒙地卡羅法(Monte Carlo)和模擬退火法(Simulated Annealing methods);以及用於確定經驗置信區間的自助法(Bootstrap algorithm)
- 在線數據集和可用作逆理論教程的 MATLAB 腳本
- 有關概率的附加材料,包括貝葉斯影響(Bayesian influence)、概率密度函數(probability density function)和 metropolis 演算法
- 詳細討論逆理論在構造、重力和地磁研究中的應用
- 許多範例和章末作業問題幫助您探索和進一步理解所提出的概念
- 作為課堂教材的使用,配備完整的 Microsoft PowerPoint 格式範例講義和作業問題解答供教師使用
- 請查看伴隨網站:http://www.elsevierdirect.com/companion.jsp?ISBN=9780123971609
以及教師網站:http://textbooks.elsevier.com/web/manuals.aspx?isbn=9780123971609