Geophysical Data Analysis: Discrete Inverse Theory, 3/e : MATLAB Edition (Hardcover)

William Menke

  • 出版商: Academic Press
  • 出版日期: 2012-07-05
  • 定價: $3,060
  • 售價: 8.5$2,601
  • 語言: 英文
  • 頁數: 330
  • 裝訂: Hardcover
  • ISBN: 0123971608
  • ISBN-13: 9780123971609
  • 相關分類: MatlabData Science
  • 立即出貨 (庫存=1)

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》填補了對於具有中級科學和數學背景的個人來說,逆推理理論的簡短而簡明的參考書的需求。新版保持了其易於理解和簡潔的風格,並新增了以下內容:

- MATLAB示例和問題集
- 高級彩色圖形
- 包括鄰接方法、最速下降法、蒙特卡羅法和模擬退火法的反演方法,以及用於確定實證置信區間的自助法
- 在線數據集和可用作逆推理教程的MATLAB腳本。

此外,還包括以下內容:

- 關於概率的額外材料,包括貝葉斯影響、概率密度函數和Metropolis算法的詳細討論
- 對逆推理理論應用於構造、重力和地磁研究的詳細討論
- 大量示例和章末作業問題,幫助您探索和進一步理解所介紹的思想
- 可作為課堂教材使用,配有完整的Microsoft PowerPoint格式的示範講義和教師的作業問題解答
- 請查看相應的網站:http://www.elsevierdirect.com/companion.jsp?ISBN=9780123971609以及教師網站:http://textbooks.elsevier.com/web/manuals.aspx?isbn=9780123971609