Algorithms Illuminated. Algorithms Illuminated #4 - Tim Roughgarden

Algorithms Illuminated is the 4th book in the Algorithms Illuminated Series. Algorithms Illuminated (Part 4): Algorithms for NP-Hard Problems Fourth book in a series that provides an accessible, no-nonsense, and programming language-agnostic introduction to algorithms. Includes hints or solutions to all quizzes and problems, and a series of YouTube videos by the author accompanies the book. Part 4 covers algorithmic tools for tackling NP-hard problems (heuristic algorithms, local search, dynamic programming, MIP and SAT solvers) and techniques for quickly recognizing NP-hard problems in the wild.