The Algorithm Design Manual

The Algorithm Design Manual

4.11 - 1251 ratings - Source

Most professional programmers that Ia€™ve encountered are not well prepared to tackle algorithm design problems. This is a pity, because the techniques of algorithm design form one of the core practical technologies of computer science. Designing correct, efficient, and implementable algorithms for real-world problems requires access to two distinct bodies of knowledge: a€c Techniques a€“ Good algorithm designers understand several fundamental algorithm design techniques, including data structures, dynamic programming, depth first search, backtracking, and heuristics. Perhaps the single most important design technique is modeling, the art of abstracting a messy real-world application into a clean problem suitable for algorithmic attack. a€c Resources a€“ Good algorithm designers stand on the shoulders of giants. Rather than laboring from scratch to produce a new algorithm for every task, they can figure out what is known about a particular problem. Rather than re-implementing popular algorithms from scratch, they seek existing implementations to serve as a starting point. They are familiar with many classic algorithmic problems, which provide sufficient source material to model most any application. This book is intended as a manual on algorithm design, providing access to combinatorial algorithm technology for both students and computer professionals.High-performance C implementations of both Dijkstra and Bellman-Ford are also available [CGR99]. All the C++ and Java graph libraries discussed in Section 12.4 (page 381) include at least an implementation of Dijkstraa#39;s algorithm. The C++anbsp;...

Title:The Algorithm Design Manual
Author:Steven S Skiena
Publisher:Springer Science & Business Media - 2009-04-05


You Must CONTINUE and create a free account to access unlimited downloads & streaming