This material has been developed over a period of several years in an upper-division course taught to computer science students at SUNY, Stony Brook, by Steve Skiena. A major goal of the author has been to take some of the "mystery" out of identifying and dealing with algorithms which these students will later use in the workplace, drawing heavily on the author's own real-world experiences, the book stressing design and analysis. Thus the work takes on a very practical character, as reflected in its title: "Manual". The Book is divided into two parts, the first being a general guide to techniques for the design and analysis of computer algorithms. The second is a reference section, comprising the catalog of algorithmic resources, implementations, and an extensive bibliography. The primary audience for this book/CD-ROM combination is the working professional who uses algorithms on a daily basis and has need for a handy reference.A major feature of this book is the inclusion of a complete "catalog" of important algorithmic problems.By browsing this catalog, readers can quickly identify what the problem they have encountered is called, what is known about it, and how they should proceed if they need to solve it. Nothing like this catalog exists in the computing literature for general computer algorithms. This work can also readily be used as a course supplement or adjunct text in standard courses on algorithm design, or simply as a "student reference guide", as the author puts it. Pedagogic features include pen-and-paper exercises, "team projects", independent student projects, "take home" lessons (goals) at the beginning of chapters. Other teaching and learning aids reside on the accompanying CD-ROM.
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..."the book is an algorithm implementation treasure trove, and putting all of these implementations in one place was no small feat. The list of implementations, an extensive bibliography, and the CD-ROM make the book an invaluable resource for everyone interested in the subject." --ACM Computing Reviews .,."the book is an algorithm implementation treasure trove, and putting all of these implementations in one place was no small feat. The list of implementations, an extensive bibliography, and the CD-ROM make the book an invaluable resource for everyone interested in the subject." --ACM Computing Reviews
This volume helps take some of the "mystery" out of identifying and dealing with key algorithms. Drawing heavily on the author's own real-world experiences, the book stresses design and analysis. Coverage is divided into two parts, the first being a general guide to techniques for the design and analysis of computer algorithms. The second is a reference section, which includes a catalog of the 75 most important algorithmic problems. By browsing this catalog, readers can quickly identify what the problem they have encountered is called, what is known about it, and how they should proceed if they need to solve it. This book is ideal for the working professional who uses algorithms on a daily basis and has need for a handy reference. This work can also readily be used in an upper-division course or as a student reference guide. THE ALGORITHM DESIGN MANUAL comes with a CD-ROM that contains: * a complete hypertext version of the full printed book. * the source code and URLs for all cited implementations. * over 30 hours of audio lectures on the design and analysis of algorithms are provided, all keyed to on-line lecture notes.
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