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Introduction To The Analysis Of Algorithms, An by Michael Soltys-kulinicz (Hardcover, 2009)
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The gist of the book is how to argue, without the burden of excessive formalism, that a given algorithm does what it is supposed to do. In addition, two classes of algorithms that rarely make it into introductory textbooks are discussed.