Guide to Scientific Computing - Mathematical Guides 2nd ed. 2000 edition

This book is a gentle and sympathetic introduction to many of the problems of scientific computing, and the wide variety of methods used for their solutions. It gives an appreciation of the need for numerical methods for the solution of different types of problem, and discusses basic approaches.