An Introduction to Numerical Methods and Analysis Epperson, James F.  

An Introduction to Numerical Methods and Analysis

Loại tài liệu: Tài liệu giấy - SH:Sách, chuyên khảo, tuyển tập

Tác giả: Epperson, James F.

Nhà xuất bản: Wiley

Năm xuất bản: 2021

Tóm tắt nội dung

The book is a comprehensive guide to the fundamental principles and techniques of numerical analysis. It is designed for students, researchers, and professionals in mathematics, engineering, computer science, and applied sciences who seek to understand and apply numerical methods to solve complex mathematical problems. The book begins by introducing the basics of numerical approximation, error analysis, and the importance of accuracy and stability in computations. It covers a wide range of numerical methods, including root-finding algorithms, interpolation, numerical integration and differentiation, and the numerical solution of differential equations. Each chapter emphasizes the mathematical foundations of the methods, providing clear explanations, illustrative examples, and practical exercises to reinforce understanding. The text also explores advanced topics, such as iterative techniques, eigenvalue problems, and optimization, making it suitable for both beginners and advanced learners. By combining theory with practical applications, the book equips readers with the tools and knowledge needed to effectively address real-world problems using numerical methods. It serves as an essential resource for developing a strong foundation in numerical analysis and its applications.

Mã ngôn ngữ:eng
Chỉ số phân loại:515
Tác giả:Epperson, James F
Thông tin nhan đề:An Introduction to Numerical Methods and Analysis
Xuẩt bản,phát hành:Singapore. Wiley 2021
Mô tả vật lý:646p.
Từ khóa:Analysis. Numerical Methods
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