Enhance Your Studentsโ Mathematical Problem-Solving Ability
Scientific Computing with MATLABยฎ, Second Edition improves studentsโ ability to tackle mathematical problems. It helps students understand the mathematical background and find reliable and accurate solutions to mathematical problems with the use of MATLAB, avoiding the tedious and complex technical details of mathematics. This edition retains the structure of its predecessor Solving Applied Mathematical Problems with MATLABยฎ while expanding and updating the content of each chapter.
Based on the authorsโ extensive teaching, research, and industrial experiences, the text adheres to the following course sequence:
- An overview of the computer languages suitable for mathematics
- Fundamentals of MATLAB programming
- Calculus problems
- Linear algebra problems
- Integral transforms and complex variable functions
- Nonlinear equations and optimization problems
- Differential equations problems
- Data interpolation and functional approximation problems
- Probability and statistics problems
- Nontraditional methods, such as fuzzy logic, rough sets, neural networks, evolution algorithms, wavelets, and fractional calculus
The book bridges the gap between problems and solutions through well-grouped topics and clear MATLAB example scripts and reproducible MATLAB-generated plots. Students can effortlessly experiment with the scripts for a deep, hands-on exploration. Each chapter also includes a set of problems to strengthen understanding of the material.