Harrop F# for Scientists

1. Auflage 2011
ISBN: 978-1-118-21081-9
Verlag: John Wiley & Sons
Format: EPUB
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)

E-Book, Englisch, 368 Seiten, E-Book

"This work strikes a balance between the pure functional aspects ofF# and the object-oriented and imperative features that make it souseful in practice, enable .NET integration, and make large-scaledata processing possible."
--Thore Graepel, PhD, Researcher, Microsoft Research Ltd.
Over the next five years, F# is expected to become one of theworld's most popular functional programming languages forscientists of all disciplines working on the Windows platform. F#is free and, unlike MATLAB® and other software withnumerical/scientific origins, is a full-fledged programminglanguage.
Developed in consultation with Don Syme of Microsoft ResearchLtd.--who wrote the language--F# for Scientistsexplains and demonstrates the powerful features of this importantnew programming language. The book assumes no prior experience andguides the reader from the basics of computer programming to theimplementation of state-of-the-art algorithms.
F# for Scientists begins with coverage of introductorymaterial in the areas of functional programming, .NET, andscientific computing, and goes on to explore:
* Program structure
* Optimization
* Data structures
* Libraries
* Numerical analysis
* Databases
* Input and output
* Interoperability
* Visualization
Screenshots of development using Visual Studio are used toillustrate compilation, debugging, and interactive use, whilecomplete examples of a few whole programs are included to givereaders a complete view of F#'s capabilities.
Written in a clear and concise style, F# for Scientistsis well suited for researchers, scientists, and developers who wantto program under the Windows platform. It also serves as an idealsupplemental text for advanced undergraduate and graduate studentswith a background in science or engineering.

Autoren/Hrsg.

Harrop, Jon

Weitere Mitwirkende

Syme, Don

Inhaltsverzeichnis

Foreword.
Preface.
Acknowledgments.
List of Figures.
List of Tables.
Acronyms.
1. Introduction.
1.1 Programming guidelines.
1.2 A brief history of F#.
1.3 Benefits of F#.
1.4 Introducing F#.
1.5 Imperative programming.
1.6 Functional programming.
2. Program Structure.
2.1 Nesting.
2.2 Factoring.
2.3 Modules.
2.4 Objects.
2.5 Functional design patterns.
2.6 F# development.
3. Data Structures.
3.1 Algorithmic complexity.
3.2 Arrays.
3.3 Lists.
3.4 Sets.
3.5 Hash tables.
3.6 Maps.
3.7 Choosing a data structure.
3.8 Sequences.
3.9 Heterogeneous containers.
3.10 Trees.
4. Numerical Analysis.
4.1 Number representation.
4.2 Algebra.
4.3 Interpolation.
4.4 Quadratic solutions.
4.5 Mean and variance.
4.6 Other forms of arithmetic.
5. Input and Output.
5.1 Printing.
5.2 Generic printing.
5.3 Reading from and writing to files.
5.4 Serialization.
5.5 Lexing and parsing.
6. Simple Examples.
6.1 Functional.
6.2 Numerical.
6.3 String related.
6.4 List related.
6.5 Array related.
6.6 Higher-order functions.
7. Visualization.
7.1 Windows Forms.
7.2 Managed DirectX.
7.3 Tesselating objects into triangles.
8. Optimization.
8.1 Timing.
8.2 Profiling.
8.3 Algorithmic optimizations.
8.4 Lower-level optimizations.
9. Libraries.
9.1 Loading .NET libraries.
9.2 Charting and graphing.
9.3 Threads.
9.4 Random numbers.
9.5 Regular expressions.
9.6 Vectors and matrices.
9.7 Downloading from the Web.
9.8 Compression.
9.9 Handling XML.
9.10 Calling native libraries.
9.11 Fourier transform.
9.12 Mataprogramming.
10. Databases.
10.1 Protein data bank.
10.2 Web services.
10.3 Relational databases.
11. Interoperability.
11.1 Excel.
11.2 MATLAB.
11.3 Mathematica.
12. Complete Examples.
12.1 Fast Fourier transform.
12.2 Semi-circle law.
12.3 Finding n th.-nearest neighbors.
12.4 Logistic map.
12.5 Real-time particle dynamics.
Appendix A: Troubleshooting.
A.1 Value restriction.
A.2 Mutable array contents.
A.3 Negative literals.
A.4 Accidental capture.
A.5 Local and non-local variable definitions.
A.6 Merging lines.
A.7 Applications that do not die.
A.8 Beware of "it".
Glossary.
Bibliography.
Index.

Über Autor(innen)

Jon Harrop, PhD, has taught mathematics, biology, and computer science. He founded Flying Frog Consultancy; has produced several products for computational scientists, including the book OCaml for Scientists; and has consulted for high-tech companies on the commercial use of functional programming languages.