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Books > Computing & IT > General theory of computing > Data structures
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Algorithms and Data Structures - Foundations and Probabilistic Methods for Design and Analysis (Hardcover, 1st ed. 2020)
Loot Price: R2,368
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Algorithms and Data Structures - Foundations and Probabilistic Methods for Design and Analysis (Hardcover, 1st ed. 2020)
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This is a central topic in any computer science curriculum. To
distinguish this textbook from others, the author considers
probabilistic methods as being fundamental for the construction of
simple and efficient algorithms, and in each chapter at least one
problem is solved using a randomized algorithm. Data structures are
discussed to the extent needed for the implementation of the
algorithms. The specific algorithms examined were chosen because of
their wide field of application. This book originates from lectures
for undergraduate and graduate students. The text assumes
experience in programming algorithms, especially with elementary
data structures such as chained lists, queues, and stacks. It also
assumes familiarity with mathematical methods, although the author
summarizes some basic notations and results from probability theory
and related mathematical terminology in the appendices. He includes
many examples to explain the individual steps of the algorithms,
and he concludes each chapter with numerous exercises.
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