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Design & Analysis of Algorithms Book

Unknown Author
4.9/5 (14080 ratings)
Read Now Download Now ⏭ listen AudioBook
Description:1. Introduction to Algorithm AnalysisIntroduction, Analysis of Algorithms, Space Complexity, Time Complexity, Asymptotic Notations, Big Theta Notation (? ), Big oh Notation (O), Big Omega Notation (?), Little oh Notation (o), Little Omega Notation (?), Recurrences, Substitution Method, Iteration Method, Recursion Tree Method, Master Method, Sorting and Complexity, Bubble Sort, Selection Sort, Insertion Sort, Heap Sort, Counting Sort, Radix Sort, Bucket Sort, Review Questions. 2. Divide and Conquer ApproachIntroduction, Binary Search, Merge Sort, Quick Sort, Strassen’s Matrix Multiplication, Properties of Matrices, Operations on Matrices, Strassen’s Matrix Multiplication, Review Questions. 3. Greedy MethodIntroduction, Knapsack Problem, 0/1 Knapsack Problem, Fractional Knapsack Problem, Job Sequencing Problem, Optimal Merge Pattern, Minimal Spanning Trees, Kruskal’s Minimum Spanning Tree Algorithm, Prim’s Minimum Spanning Tree Algorithm, Review Questions. 4. Dynamic ProgrammingIntroduction, Matrix Chain Multiplication, Longest Common Subsequence (LCS), 0/1 Knapsack Problem, Review Questions. 5. Branch and BoundIntroduction, Travelling Salesperson, Lower Bound Theory, Information Theory, Decision-tree Model, Oracles and Adversary Arguments, Problem Reduction, Review Questions. 6. BacktrackingIntroduction, Queens Problem, 4-Queens Problem, 8-Queens Problem, Sum of Subsets Problem, Graph Coloring Problem, Hamiltonian Cycle Problem, Traveling Salesman Problem (TSP), Review Questions. 7. Pattern MatchingIntroduction, Naive Pattern Matching Algorithm, Rabin Karp Algorithm, Knuth Morris Pratt Algorithm, Boyer Moore Algorithm, Review Questions. 8. Assignment ProblemIntroduction, Formulation of Assignment Problem, Quadratic Assignment Problem (QAP), Branch and Bound-Assignment Problem, Review Questions. 9. Randomized AlgorithmsIntroduction, Las Vegas Algorithm, Monte Carlo Algorithm, Randomized Min Cut Algorithm, Randomized Algorithm for 2-SAT, Randomized Algorithm for N-Queens Problem, Review Questions. 10. Flow NetworksIntroduction, Multi Commodity Flow, Maximum Flow Problem, The Ford-Fulkerson Method, Basic Ford-Fulkerson Algorithm, Minimum Cost Multi-Commodity Flow Problem, Flow Shop Scheduling, Permutation Flow Shop Scheduling Problem, Network Flow Assignment Problem, Review Questions. 11. NP CompletenessIntroduction, Classification of Problems, NP-Hard and NP-Completeness, Cook’s Theorem, Proof of NP-Completeness, Satisfiability Problem, CLIQUE Problem, Vertex Cover Problem, Hamiltonian Cycle Problem, Traveling Salesman Problem (TSP), Approximation Algorithms, Vertex Cover Problem, Set Cover Problem, Review Questions. S. SolutionsP. PapersWe have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Design & Analysis of Algorithms Book. To get started finding Design & Analysis of Algorithms Book, you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.
Pages
312
Format
PDF, EPUB & Kindle Edition
Publisher
Genius Publications
Release
—
ISBN
8188870854

Design & Analysis of Algorithms Book

Unknown Author
4.4/5 (1290744 ratings)
Read Now Download now ⏭ listen AudioBook
Description: 1. Introduction to Algorithm AnalysisIntroduction, Analysis of Algorithms, Space Complexity, Time Complexity, Asymptotic Notations, Big Theta Notation (? ), Big oh Notation (O), Big Omega Notation (?), Little oh Notation (o), Little Omega Notation (?), Recurrences, Substitution Method, Iteration Method, Recursion Tree Method, Master Method, Sorting and Complexity, Bubble Sort, Selection Sort, Insertion Sort, Heap Sort, Counting Sort, Radix Sort, Bucket Sort, Review Questions. 2. Divide and Conquer ApproachIntroduction, Binary Search, Merge Sort, Quick Sort, Strassen’s Matrix Multiplication, Properties of Matrices, Operations on Matrices, Strassen’s Matrix Multiplication, Review Questions. 3. Greedy MethodIntroduction, Knapsack Problem, 0/1 Knapsack Problem, Fractional Knapsack Problem, Job Sequencing Problem, Optimal Merge Pattern, Minimal Spanning Trees, Kruskal’s Minimum Spanning Tree Algorithm, Prim’s Minimum Spanning Tree Algorithm, Review Questions. 4. Dynamic ProgrammingIntroduction, Matrix Chain Multiplication, Longest Common Subsequence (LCS), 0/1 Knapsack Problem, Review Questions. 5. Branch and BoundIntroduction, Travelling Salesperson, Lower Bound Theory, Information Theory, Decision-tree Model, Oracles and Adversary Arguments, Problem Reduction, Review Questions. 6. BacktrackingIntroduction, Queens Problem, 4-Queens Problem, 8-Queens Problem, Sum of Subsets Problem, Graph Coloring Problem, Hamiltonian Cycle Problem, Traveling Salesman Problem (TSP), Review Questions. 7. Pattern MatchingIntroduction, Naive Pattern Matching Algorithm, Rabin Karp Algorithm, Knuth Morris Pratt Algorithm, Boyer Moore Algorithm, Review Questions. 8. Assignment ProblemIntroduction, Formulation of Assignment Problem, Quadratic Assignment Problem (QAP), Branch and Bound-Assignment Problem, Review Questions. 9. Randomized AlgorithmsIntroduction, Las Vegas Algorithm, Monte Carlo Algorithm, Randomized Min Cut Algorithm, Randomized Algorithm for 2-SAT, Randomized Algorithm for N-Queens Problem, Review Questions. 10. Flow NetworksIntroduction, Multi Commodity Flow, Maximum Flow Problem, The Ford-Fulkerson Method, Basic Ford-Fulkerson Algorithm, Minimum Cost Multi-Commodity Flow Problem, Flow Shop Scheduling, Permutation Flow Shop Scheduling Problem, Network Flow Assignment Problem, Review Questions. 11. NP CompletenessIntroduction, Classification of Problems, NP-Hard and NP-Completeness, Cook’s Theorem, Proof of NP-Completeness, Satisfiability Problem, CLIQUE Problem, Vertex Cover Problem, Hamiltonian Cycle Problem, Traveling Salesman Problem (TSP), Approximation Algorithms, Vertex Cover Problem, Set Cover Problem, Review Questions. S. SolutionsP. PapersWe have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Design & Analysis of Algorithms Book. To get started finding Design & Analysis of Algorithms Book, you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.
Pages
312
Format
PDF, EPUB & Kindle Edition
Publisher
Genius Publications
Release
—
ISBN
8188870854

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