کتاب های نویسنده Tim Roughgarden

Algorithms Illuminated: Part 1: The Basics
Published on: 2017
Beginner Unordered English

Algorithms are the heart and soul of computer science. Their applications range from network routing and computational genomics to public-key …

Algorithms Basics Data Structures Computational Thinking Analysis
Algorithms Illuminated (Part 2): Graph Algorithms and Data Structures
Published on: 2018
Beginner Unordered English

Algorithms are the heart and soul of computer science. Their applications range from network routing and computational genomics to public-key …

Graphs Data Structures Shortest Paths Minimum Spanning Trees Network Flow
Algorithms Illuminated (Part 3): Greedy Algorithms and Dynamic Programming
Published on: 2019
Beginner Unordered English

Algorithms are the heart and soul of computer science. Their applications range from network routing and computational genomics to public-key …

Greedy Dynamic Programming Algorithms Optimization Techniques
Algorithms Illuminated (Part 4): Algorithms for NP-Hard Problems
Published on: 2020
Beginner Unordered English

Fourth book in a series that provides an accessible, no-nonsense, and programming language-agnostic introduction to algorithms. Includes hints or solutions …

NP-Hard Approximation Local Search Heuristics Optimization
Beyond the Worst-Case Analysis of Algorithms
Published on: 2021
Beginner Artificial Intelligence (AI) English

Twenty Lectures on Algorithmic Game Theory
Published on: 2016
Beginner Unordered English

Algorithmic Game Theory Nash Equilibrium Dynamics Mechanism Algorithms GameTheory MechanismDesign Equilibria Optimization

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