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24 reviews(Ebook) Algorithms Illuminated Part 4 Algorithms for NP Hard Problems 1st Edition by Tim Roughgarden - Ebook PDF Instant Download/Delivery: 9780999282960 ,0999282964
Full download (Ebook) Algorithms Illuminated Part 4 Algorithms for NP Hard Problems 1st Edition after payment
Product details:
ISBN 10: 0999282964
ISBN 13: 9780999282960
Author: Tim Roughgarden
(Ebook) Algorithms Illuminated Part 4 Algorithms for NP Hard Problems 1st Edition Table of contents:
What Is NP-Hardness?
MST vs. TSP: An Algorithmic Mystery
Possible Levels of Expertise
Easy and Hard Problems
Algorithmic Strategies for NP-Hard Problems
Proving NP-Hardness: A Simple Recipe
Rookie Mistakes and Acceptable Inaccuracies
Problems
Compromising on Correctness: Efficient Inexact Algorithms
Makespan Minimization
Maximum Coverage
Influence Maximization
The 2-OPT Heuristic Algorithm for the TSP
Principles of Local Search
Problems
Compromising on Speed: Exact Inefficient Algorithms
The Bellman-Held-Karp Algorithm for the TSP
Finding Long Paths by Color Coding
Problem-Specific Algorithms vs. Magic Boxes
Mixed Integer Programming Solvers
Satisfiability Solvers
Problems
Proving Problems NP-Hard
Reductions Revisited
3-SAT and the Cook-Levin Theorem
The Big Picture
A Template for Reductions
Independent Set Is NP-Hard
Directed Hamiltonian Path Is NP-Hard
The TSP Is NP-Hard
Subset Sum Is NP-Hard
Problems
P, NP, and All That
Amassing Evidence of Intractability
Decision, Search, and Optimization
NP: Problems with Easily Recognized Solutions
The P=NP Conjecture
The Exponential Time Hypothesis
NP-Completeness
Problems
Case Study: The FCC Incentive Auction
Repurposing Wireless Spectrum
Greedy Heuristics for Buying Back Licenses
Feasibility Checking
Implementation as a Descending Clock Auction
The Final Outcome
Problems
Epilogue: A Field Guide to Algorithm Design
Hints and Solutions
Index
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Tags: Tim Roughgarden, Algorithms Illuminated, Algorithms, NP Hard Problems
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