Home > Internet > Online Trends

Implementation of ant colony optimization algorithm based on MapReduce

Source: Internet
Author: User
Keywords Hadoop mapreduce traveling quotient problem ant colony optimization algorithm
Developer on Alibaba Coud: Build your first app with APIs, SDKs, and tutorials on the Alibaba Cloud. Read more ＞

Implementation of ant colony optimization algorithm based on MapReduce

Wang Zhao far Li Tianrui Ishiwen

This paper discusses several parallel methods and applicable scenarios of ant colony algorithm and the feasibility of combining cloud computing programming framework, and mapreduce the local search ant colony optimization algorithm into several components, which are corresponding to several interfaces of the MapReduce framework respectively. Thus, it provides a flexible and scalable solution for the Ant Colony optimization algorithm to achieve parallelization under the MapReduce framework. Finally, the validity of the proposed method is verified by the simulation experiment of the traveling quotient problem.


Implementation of ant colony optimization algorithm based on MapReduce



This article is an English version of an article which is originally in the Chinese language on aliyun.com and is provided for information purposes only. This website makes no representation or warranty of any kind, either expressed or implied, as to the accuracy, completeness ownership or reliability of the article or any translations thereof. If you have any concerns or complaints relating to the article, please send an email, providing a detailed description of the concern or complaint, to info-contact@alibabacloud.com. A staff member will contact you within 5 working days. Once verified, infringing content will be removed immediately.

Related Keywords:
types of encryption algorithm type of encryption algorithm implementation of ajax in php types of query optimization sql query based on results of another query which of the following os is not based on linux partial implementation of interface in java
Related Article
Getting Started with CDN
Front-end Must Learn: CDN Acceleration Principle
Elements of CDN Network
Understand the Principle of CDN Acceleration in One Article
Cloud Security Issues Derived from the Development of Cloud C...
8 New Types of Attacks Facing the Cloud Environment

Contact Us

The content source of this page is from Internet, which doesn't represent Alibaba Cloud's opinion; products and services mentioned on that page don't have any relationship with Alibaba Cloud. If the content of the page makes you feel confusing, please write us an email, we will handle the problem within 5 days after receiving your email.

If you find any instances of plagiarism from the community, please send an email to: info-contact@alibabacloud.com and provide relevant evidence. A staff member will contact you within 5 working days.

Hot Article
Hot Tags
computing conference access forum computer class data get http html applications
Popular Keywords
about the cloud a forums a http and sign a websites am i black listed a firewall a dota a application an express

A Free Trial That Lets You Build Big!

Start building with 50+ products and up to 12 months usage for Elastic Compute Service

Get Started for Free

  • Sales Support

    1 on 1 presale consultation

    Chat Contact Sales

  • After-Sales Support

    24/7 Technical Support 6 Free Tickets per Quarter Faster Response

    Open a Ticket

  • Alibaba Cloud offers highly flexible support services tailored to meet your exact needs.

    Learn More