Preface of the Algorithm Design Manual

  • Designing correct, efficient, and implementable algorithms for real-world problems requires access to two distinct bodies of knowledge:
    • Techniques:
      • 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.
    • Resources:
      • 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.
  • Find resources of book in book website.

 

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