Geospatial Algebraic Computations: Theory and Applications
暫譯: 地理空間代數計算:理論與應用
Joseph Awange, Béla Paláncz
- 出版商: Springer
- 出版日期: 2016-02-08
- 售價: $4,490
- 貴賓價: 9.5 折 $4,266
- 語言: 英文
- 頁數: 541
- 裝訂: Hardcover
- ISBN: 3319254634
- ISBN-13: 9783319254630
海外代購書籍(需單獨結帳)
商品描述
Improved geospatial instrumentation and technology such as in laser scanning has now resulted in millions of data being collected, e.g., point clouds. It is in realization that such huge amount of data requires efficient and robust mathematical solutions that this third edition of the book extends the second edition by introducing three new chapters: Robust parameter estimation, Multiobjective optimization and Symbolic regression. Furthermore, the linear homotopy chapter is expanded to include nonlinear homotopy. These disciplines are discussed first in the theoretical part of the book before illustrating their geospatial applications in the applications chapters where numerous numerical examples are presented. The renewed electronic supplement contains these new theoretical and practical topics, with the corresponding Mathematica statements and functions supporting their computations introduced and applied. This third edition is renamed in light of these technological advancements.
商品描述(中文翻譯)
改進的地理空間儀器和技術,例如激光掃描,現在已經導致收集到數以百萬計的數據,例如點雲。意識到如此龐大的數據量需要高效且穩健的數學解決方案,本書的第三版在第二版的基礎上擴展,新增了三個章節:穩健參數估計、多目標優化和符號回歸。此外,線性同倫章節也擴展為包括非線性同倫。這些學科首先在書籍的理論部分進行討論,然後在應用章節中展示其地理空間應用,並提供大量數值範例。更新的電子補充材料包含這些新的理論和實踐主題,並引入和應用相應的Mathematica語句和函數以支持其計算。考慮到這些技術進步,本書的第三版已重新命名。