Primal-Dual Online Algorithms III: Set-Cover Approximation via CertificatesTextbook
Set cover is the standard worked example of the primal-dual method, and Chapter 2 of Buchbinder's thesis uses it that way: it is where the machinery of §2.1 is first turned on a concrete NP-hard problem. Two analyses appear. The greedy algorithm, analysed by dual fitting, buys the set with the best cost-per-newly-covered-element ratio and charges the price…