F sharp for Scientists
Foreword by Don Syme
(Sprache: Englisch)
F sharp for Scientists explains and demonstrates the powerful features of this new programming language for the computational researcher/scientist with a clear and concise style and useful examples throughout. It covers introductory material in the areas of...
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Produktinformationen zu „F sharp for Scientists “
F sharp for Scientists explains and demonstrates the powerful features of this new programming language for the computational researcher/scientist with a clear and concise style and useful examples throughout. It covers introductory material in the areas of functional programming, .NET, and scientific computing. The book has been developed in consultation with Don Syme of Microsoft Research who wrote the language.
Klappentext zu „F sharp for Scientists “
"This work strikes a balance between the pure functional aspects of F# and the object-oriented and imperative features that make it so useful in practice, enable .NET integration, and make large-scale data processing possible."-Thore Graepel, PhD, Researcher, Microsoft Research Ltd.
Over the next five years, F# is expected to become one of the world's most popular functional programming languages for scientists of all disciplines working on the Windows platform. F# is free and, unlike MATLAB(r) and other software with numerical/scientific origins, is a full-fledged programming language.
Developed in consultation with Don Syme of Microsoft Research Ltd.-who wrote the language-F# for Scientists explains and demonstrates the powerful features of this important new programming language. The book assumes no prior experience and guides the reader from the basics of computer programming to the implementation of state-of-the-art algorithms.
F# for Scientists begins with coverage of introductory material in the areas of func-tional programming, .NET, and scientific 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 to illustrate compilation, debugging, and interactive use, while complete examples of a few whole programs are included to give readers a complete view of F#'s capabilities.
Written in a clear and concise style, F# for Scientists is well suited for researchers, scientists, and developers who want to program under the Windows platform. It also serves as an ideal supplemental text for advanced undergraduate and graduate students with a background in science or engineering.
Inhaltsverzeichnis zu „F sharp for Scientists “
- 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 Seq
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 Higherorder 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 Lowerlevel 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 Metaprogramming
10. Databases
10.1 Protein Data Bank
10.2 Web Services
10.3 Relational Databases
11. Interoperability
11.1 Excel interoperability
11.2 MATLAB interoperability
11.3 Mathematica interoperability
12. Complete Examples
12.1 Fast Fourier Transform
12.2 Semicircle Law
12.3 Finding nthnearest neighbors
12.4 Logistic map
12.5 Realtime particle dynamics
Appendix A: Troubleshooting
- A.1 Value restriction
- A.2 Mutable array contents
- A.3 Negative
... mehr
literals
- A.4 Accidental capture
- A.5 Local and nonlocal variable definitions
- A.6 Merging lines
- A.7 Applications that do not die
- A.8 Beware of "it"
- Glossary
- Index
- A.4 Accidental capture
- A.5 Local and nonlocal variable definitions
- A.6 Merging lines
- A.7 Applications that do not die
- A.8 Beware of "it"
- Glossary
- Index
... weniger
Autoren-Porträt von Jon Harrop
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.
Bibliographische Angaben
- Autor: Jon Harrop
- 2008, 1. Auflage, XXXIV, 334 Seiten, Maße: 16,1 x 24 cm, Gebunden, Englisch
- Verlag: Wiley & Sons
- ISBN-10: 0470242116
- ISBN-13: 9780470242117
- Erscheinungsdatum: 01.09.2008
Sprache:
Englisch
Rezension zu „F sharp for Scientists “
"The hardbound book is a really solid treatment." ( Computing Reviews , February 5, 2009)
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