Problems and Solutions In Scientific Computing – Willi-Hans Steeb – 1st Edition

Description

is a collection of tools, techniques and theories required to develop and solve mathematical models in and on a computer. This timely book provides the various skills and techniques needed in scientific computing. The topics range in difficulty from elementary to advanced, and all the latest in scientific computing are covered such as matrices, numerical analysis, neural networks, genetic algorithms, etc.

Presented in the format of and detailed solutions, important concepts and techniques are introduced and developed. Many include software simulations. Algorithms have detailed implementations in C++ or Java. This book will prove to be invaluable not only to and research workers in the fields of scientific computing, but also to teachers of this subject who will find this text useful as a supplement.

The topics discussed in this book are part of the e- and distance courses conducted by the International School of Scientific Computing, South Africa.

Table of Content



  1. Quickies

  2. Bitwise Operations

  3. Number Manipulations

  4. Combinatorical Problems

  5. Matrix Calculus

  6. Recursion

  7. Finite State Machines

  8. Lists, Trees and Queues

  9. Numerical Techniques

  10. Random Numbers and Monte Carlo Techniques

  11. Ordinary Differential Equations

  12. Partial Differential Equations

  13. Wavelets

  14. Graphs

  15. Neural Networks

  16. Genetic Algorithms

  17. Optimization

  18. File and String Manipulations

  19. Computer Graphics


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