Computer Science Bookscomputer algorithm Books

Algorithms (Shai Simonson)

Advertisement

Algorithms (Shai Simonson)

Algorithms (Shai Simonson)

This note covers the design of algorithms according to methodology and application. Methodologies include: divide and conquer, dynamic programming, and greedy strategies. Applications involve: sorting, ordering and searching, graph algorithms, geometric algorithms, mathematical (number theory, algebra and linear algebra) algorithms, and string matching algorithms.

Author(s):

sNA Pages
Similar Books
Data Structures And Algorithms by Sugih Jamin

Data Structures And Algorithms by Sugih Jamin

This note covers the following topics: Algorithm Analysis, algorithmic patterns, Standard I/O and iostream, Foundational Data Structures and Basic Abstract Data Types, Linked-list, Stacks and Queues, PA1 walkthrough, Pointer, Hashing, Recursion and Recurrence Relations, Trees, Binary Search Trees, Range and Multidimensional Searches, Heaps, Tries, Balanced Search Trees, Binary-tree Representations of Multi-way Trees.

sNA Pages
Approximation Algorithms

Approximation Algorithms

The field of approximation algorithms has developed in response to the difficulty in solving a good many optimization problems exactly. This note will present general techniques that underly these algorithms.

sNA Pages
Introduction to Algorithms by Shayan Oveis Gharan

Introduction to Algorithms by Shayan Oveis Gharan

This book explains the following topics: Stable Matchings, Algrithm Design by Induction, Graphs, Trees or BFS, Connected Comps/Bipartite Graphs, DFS or Topological Ordering, Interval Scheduling, Interval Partitioning, MST, MST, Union find, Closest Points, Master Theorem, Integer Multiplication, Median, Vertex Cover or Set Cover, Network Connectivity, Image Segmentation, Reductions, NP-Completeness, Linear Programming.

sNA Pages
Design and Analysis of Algorithms

Design and Analysis of Algorithms

This is an intermediate algorithms course note with an emphasis on teaching techniques for the design and analysis of efficient algorithms, emphasizing methods of application. Topics include divide-and-conquer, randomization, dynamic programming, greedy algorithms, incremental improvement, complexity, and cryptography.

sNA Pages
Lecture Notes On Design And Analysis Of Algorithms

Lecture Notes On Design And Analysis Of Algorithms

This note explains the following topics related to Algorithm Analysis and Design: Introduction to Design and analysis of algorithms, Growth of Functions, Recurrences, Solution of Recurrences by substitution,Recursion tree method, Master Method, Design and analysis of Divide and Conquer Algorithms, Worst case analysis of merge sort, quick sort and binary search, Heaps and Heap sort, Priority Queue, Lower Bounds for Sorting.

s80 Pages
Data Structures and Algorithm Analysis

Data Structures and Algorithm Analysis

This book is designed as a teaching text that covers most standard data structures, but not all. A few data structures that are not widely adopted are included to illustrate important principles.

sNA Pages
Design and Analysis of Computer Algorithms (PDF 135P)

Design and Analysis of Computer Algorithms (PDF 135P)

This lecture note discusses the approaches to designing optimization algorithms, including dynamic programming and greedy algorithms, graph algorithms, minimum spanning trees, shortest paths, and network flows. Also it briefly discusses algorithmic problems arising from geometric settings, that is, computational geometry.

s135 Pages
Lecture Notes  Introduction to Computer Algorithms

Lecture Notes Introduction to Computer Algorithms

This course note provides an introduction to mathematical modeling of computational problems. It covers the common algorithms, algorithmic paradigms, and data structures used to solve these problems.

sNA Pages
Handbook of Algorithms and Data Structures (G. Gonnet, R. Baeza Yates)

Handbook of Algorithms and Data Structures (G. Gonnet, R. Baeza Yates)

Currently this section contains no detailed description for the page, will update this page soon.

s Pages
Algorithms for Programmers (Jrg Arndt) PDF

Algorithms for Programmers (Jrg Arndt) PDF

Currently this section contains no detailed description for the page, will update this page soon.

s Pages

Advertisement