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Paperback Concise Guide to Computing Foundations: Core Concepts and Select Scientific Applications Book

ISBN: 3319806947

ISBN13: 9783319806945

Concise Guide to Computing Foundations: Core Concepts and Select Scientific Applications

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Format: Paperback

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Book Overview

Introduction to Computational Science

Types of Visualization and Modeling

Data Types: Representation, Abstraction, Limitations

Scientific Data Acquisition

Procedures: Algorithms and Abstraction

Solving Equations

Iterative Solutions

Solving Sets of Equations

Procedures: Performance and Complexity

Self-Defining Data: Compression, XML and Databases

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Curve Fitting

Optimization

Data Organization and Analysis

Appendix A: NetLogo

Appendix B: LabQuest

Appendix C: GIS

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