Advanced Scientific Computing in BASIC with Applications in Chemistry, Biology and Pharmacology

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Elsevier, 1 janv. 1989 - 320 pages
This book gives a practical introduction to numerical methods and presents BASIC subroutines for real-life computations in the areas of chemistry, biology, and pharmacology. The choice of BASIC as the programming language is motivated by its simplicity, its availability on all personal computers and by its power in data acquisition. While most of the scientific packages currently available in BASIC date back to the period of limited memory and speed, the subroutines presented here can handle a broad range of realistic problems with the power and sophistication needed by professionals and with simple, step-by-step instructions for students and beginners.

Please note that a diskette containing the 37 program modules and 39 sample programs listed in the book is no longer available.

The main task considered in the book is that of extracting useful information from measurements via modelling, simulation, and statistical data evaluations. Efficient and robust numerical methods have been chosen to solve related problems in numerical algebra, nonlinear equations and optimization, parameter estimation, signal processing, and differential equations. For each class of routines an introduction to the relevant theory and techniques is given, so that the reader will recognise and use the appropriate method for solving his or her particular problem. Simple examples illustrate the use and applicability of each method.
 

Table des matières

CHAPTER 1 COMPUTATONAL LINEAR ALGEBRA
1
CHAPTER 2 NONLINEAR EQUATIONS AND EXTREMUM PROBLEMS
69
CHAPTER 3 PARAMETER ESTIMATION
139
CHAPTER 4 SIGNAL PROCESSING
220
CHAPTER 5 DYNAMICAL MODELS
261
SUBJECT INDEX
319
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À propos de l'auteur (1989)

Steven Vajda, Visiting Professor at Sussex University, formerly Professor of Operational Research, Department of Engineering Production, University of Birmingham.

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