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Algorithms

design and analysis
Verfasser: Suche nach diesem Verfasser Dimri, Sushil C. (Verfasser); Malik, Preeti (Verfasser); Ram, Mangey (Verfasser)
Jahr: 2021
Verlag: Berlin, De Gruyter
Reihe: De Gruyter graduate
Mediengruppe: MONO
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Inhalt

Algorithms play a central role both in the theory and in the practice of computing. The goal of the authors was to write a textbook that would not trivialize the subject but would still be readable by most students on their own. The book contains over 120 exercises. Some of them are drills; others make important points about the material covered in the text or introduce new algorithms not covered there. The book also provides programming projects.
From the Table of Contents:
Chapter 1: Basic knowledge of Mathematics, Relations, Recurrence relation and Solution techniques, Function and Growth of functions.
Chapter 2: Different Sorting Techniques and their analysis.
Chapter 3: Greedy approach, Dynamic Programming, Brach and Bound techniques, Backtracking and Problems, Amortized analysis, and Order Statics.
Chapter 4: Graph algorithms, BFS, DFS, Spanning Tree, Flow Maximization Algorithms. Shortest Path Algorithms.
Chapter 5: Binary search tree, Red black Tree, Binomial heap, B-Tree and Fibonacci Heap.
Chapter 6: Approximation Algorithms, Sorting Networks, Matrix operations, Fast Fourier Transformation, Number theoretic Algorithm, Computational geometry Randomized Algorithms, String matching, NP-Hard, NP-Completeness, Cooks theorem. (Quelle: Verlag) - Literaturverzeichnis: Seite 165

Details

Verfasserangabe: Sushil C. Dimri, Preeti Malik, Mangey Ram
Medienkennzeichen: Lehrbuch
Jahr: 2021
Verlag: Berlin, De Gruyter
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Systematik: Suche nach dieser Systematik TVI
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ISBN: 978-3-11-069341-6
2. ISBN: 3-11-069341-0
Beschreibung: X, 168 Seiten, Illustrationen
Reihe: De Gruyter graduate
Schlagwörter: Künstliche Intelligenz; Lehrbuch; Algorithmus; Programmierung <EDV>; Maschinelles Lernen
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Sprache: Englisch
Mediengruppe: MONO