Giter Club home page Giter Club logo

set-covering-problem's Introduction

Set Covering Problem

Different algorithms for solving the Set Covering Problem in C. The lsscp.c file contains four constructive heuristics:

  1. Random constructive heuristic
  2. Static cost-based heuristic
  3. Static cover cost-based heuristic
  4. Adaptive cover cost-based heuristic

Also, iterative best- and first-improvement algorithms are implemented. Redundancy elimination can be applied after the constructive heuristic and after each iteration of the iterative improvement algorithms.

Running the code

A bash script is included to automatically run the code. This can be done by executing the following command:

./run.sh ./path/to/executable ./path/to/instances ./path/to/output-dir

This script will run all 4 constructive heuristics with and without redundancy elimination, followed by the first and fourth constructive heuristic with the iterative first- and best-improvement algorithms.

This project is part of the course Heuristic Optimization given at VUB and ULB.

by Jens Nevens

set-covering-problem's People

Contributors

jensnevens avatar

Watchers

James Cloos avatar  avatar  avatar

set-covering-problem's Issues

iterative improvement

Hi, I'm working on a job where I need to optimize a solution using an iterative improvement algorithm. Does your iterative solution do that? I do not know if I understand

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.