Learn what approximation algorithms are, how they work, and what are their benefits and drawbacks for solving hard problems in optimization, scheduling, and more.

Learn what approximation algorithms are, how they work, and what are some examples and challenges in computer engineering.

The approximate problem is a 0-1 linear program, which can be solved by existing polynomial-time exact or approximation algorithms, and does not require the solution of the dynamical system.

Identifying positive influence dominating set (PIDS) with the smallest cardinality can produce positive effect with the minimal cost on a social network. The purpose of this article is to propose new ...

We extend the (1 — 1/e)-approximation algorithm to a constant-factor approximation algorithms for a nonseparable assignment problem with applications in maximizing revenue for budget-constrained ...

Algorithm Analysis: In-depth discussion of the implemented algorithms, including time and space complexity analysis. Comparative Study: A comparison between the exact and approximation methods in ...

Approximation-Algorithms This repository is dedicated to exploring the world of approximation algorithms and their implementation in multiple programming languages. It covers a wide range of ...

2.1 Approximate Distinct Count: HyperLogLog HyperLogLog is an algorithm which is used to count the approximate cardinality (i.e., number of distinct elements) of items in a set.