HOME > Detail View

Detail View

Python programming and numerical methods : a guide for engineers and scientists

Python programming and numerical methods : a guide for engineers and scientists

Material type
단행본
Personal Author
Kong, Qingkai. Siauw, Timmy. Bayen, Alexandre M.
Title Statement
Python programming and numerical methods : a guide for engineers and scientists / Qingkai Kong, Timmy Siauw, Alexandre M. Bayen.
Publication, Distribution, etc
London :   Elsevier Science,   c2021.  
Physical Medium
xxiv, 456 p. : ill. ; 24 cm.
ISBN
9780128195499
General Note
Includes index.  
000 00000nam u2200205 a 4500
001 000046095430
005 20211007170234
008 211007s2021 enka 001 0 eng d
020 ▼a 9780128195499
040 ▼a 211009 ▼c 211009 ▼d 211009
082 0 4 ▼a 005.1330245 ▼2 23
084 ▼a 005.1330245 ▼2 DDCK
090 ▼a 005.1330245 ▼b K82p
100 1 ▼a Kong, Qingkai.
245 1 0 ▼a Python programming and numerical methods : ▼b a guide for engineers and scientists / ▼c Qingkai Kong, Timmy Siauw, Alexandre M. Bayen.
260 ▼a London : ▼b Elsevier Science, ▼c c2021.
300 ▼a xxiv, 456 p. : ▼b ill. ; ▼c 24 cm.
500 ▼a Includes index.
700 1 ▼a Siauw, Timmy.
700 1 ▼a Bayen, Alexandre M.
945 ▼a KLPA

Holdings Information

No. Location Call Number Accession No. Availability Due Date Make a Reservation Service
No. 1 Location Science & Engineering Library/Sci-Info/ Call Number 005.1330245 K82p Accession No. 121258238 Availability Course Reserve Due Date Make a Reservation Service M

Contents information

Table of Contents

PART 1 INTRODUCTION TO PYTHON PROGRAMMING

CHAPTER 1 Python Basics

CHAPTER 2 Variables and Basic Data Structures

CHAPTER 3 Functions

CHAPTER 4 Branching Statements

CHAPTER 5 Iteration

CHAPTER 7 Object-Oriented Programming CHAPTER 8 Complexity

CHAPTER 9 Representation of Numbers

CHAPTER 10 Errors, Good Programming Practices, and Debugging

CHAPTER 11 Reading and Writing Data

CHAPTER 12 Visualization and Plotting

CHAPTER 13 Parallelize Your Python

PART 2 INTRODUCTION TO NUMERICAL METHODS

CHAPTER 14 Linear Algebra and Systems of Linear Equations

CHAPTER 15 Eigenvalues and Eigenvectors

CHAPTER 16 Least Squares Regression

CHAPTER 17 Interpolation

CHAPTER 18 Taylor Series

CHAPTER 19 Root Finding

CHAPTER 20 Numerical Differentiation

CHAPTER 21 Numerical Integration

CHAPTER 22 Ordinary Differential Equations (ODEs) Initial-Value Problems

CHAPTER 23 Boundary-Value Problems for Ordinary Differential Equations (ODEs)

CHAPTER 24 Fourier Transform

New Arrivals Books in Related Fields