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Monday, 23 May 2011

Algorithms for Programmers

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This is a book for the computationalist, whether a working programmer or anyone interested in methods 
of computation. The focus is on material that does not usually appear in textbooks on algorithms. 
Where necessary the underlying ideas are explained and the algorithms are given formally. It is assumed 
that the reader is able to understand the given source code, it is considered part of the text. We use the 
C++ programming language for low-level algorithms. However, only a minimal set of features beyond 
plain C is used, most importantly classes and templates. For material where technicalities in the C++ 
code would obscure the underlying ideas we use either pseudocode or, with arithmetical algorithms, the 
GP language. Appendix C gives an introduction to GP, the language for pseudocode is described in 
appendix D. 
Example computations are often given with an algorithm, these are usually made with the demo programs 
referred to. Most of the listings and gures in this book were created with these programs. A recurring 
topic is practical e ciency of the implementations. Various optimization techniques are described and 
the actual performance of many given implementations is indicated. 
The accompanying software, the FXT [18] and the hfloat [19] libraries, are written for POSIX compliant 
platforms such as the Linux and BSD operating systems. The license is the GNU General Public License 
(GPL), version 3 or later, see http://www.gnu.org/licenses/gpl.html . 
Individual chapters are self-contained where possible and references to related material are given where 
needed. The symbol ` z ' marks sections that can be skipped at rst reading. These typically contain 
excursions or more advanced material. 
Each item in the bibliography is followed by a list of page numbers where citations occur. With papers 
that are available for free download the respective URL is given. Note that the URL may point to a 
preprint which can dier from the nal version of the paper. 
The electronic version of this book is available for free anonymous download. It is identical to the printed 
version. See appendix A for information about the license. Given the amount of material treated there 
must be errors in this book. Corrections and suggestions for improvement are appreciated, the preferred 
way of communication is electronic mail. A list of errata is online at http://www.jjj.de/fxt/#fxtbook