دانلود کتاب Design and Analysis of Algorithms: A Contemporary Perspective

Name: Design and Analysis of Algorithms: A Contemporary Perspective
Availability: InStock
Author: Sandeep Sen
ISBN: 1108496822, 9781108496827

by Sandeep Sen, Amit Kumar

عنوان فارسی: طراحی و تحلیل الگوریتم ها: دیدگاه های معاصر
ناشر: Cambridge University Press
سال: 2019
ویرایش: Hardcover
زبان: انگلیسی
تعداد صفحه (نسخه چاپی - نسخه الکترونیکی): 350-395
شابک: 1108496822, 9781108496827
نوع فایل: PDF دانلود نرم افزار مطالعه
حجم: 3.21 مگابایت

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جزییات کتاب

The text covers important algorithm design techniques, like greedy algorithms, dynamic programming, divide-and-conquer and gives applications to contemporary problems. Techniques including Fast Fourier transform, KMP algorithm for string matching, CYK algorithm for context free parsing and gradient descent for convex function minimization are discussed in detail. The book's emphasis is on computational models and their effect on algorithm design. It gives insights into algorithm design techniques in parallel, streaming and memory hierarchy computational models. The book also emphasizes the role of randomization in algorithm design, and gives numerous applications ranging from data-structures like skip-lists to dimensionality reduction methods.