• Home
  • Archive
  • Tools
  • Contact Us

The Customize Windows

Technology Journal

  • Cloud Computing
  • Computer
  • Digital Photography
  • Windows 7
  • Archive
  • Cloud Computing
  • Virtualization
  • Computer and Internet
  • Digital Photography
  • Android
  • Sysadmin
  • Electronics
  • Big Data
  • Virtualization
  • Downloads
  • Web Development
  • Apple
  • Android
Advertisement
You are here:Home » Evolutionary Computing and Genetic Programing

By Abhishek Ghosh June 28, 2012 7:20 am Updated on June 28, 2012

Evolutionary Computing and Genetic Programing

Advertisement

Evolutionary Computing is a broad term to encompass a number of variants with various names like Genetic Algorithms, Evolution Strategies, Genetic Programming, Evolutionary Programming etc. which have developed historically differently. So basically Genetic Programing is a part of Evolutionary Computing. Evolutionary Computing is technically or rather by hierarchy falls inside Artificial Intelligence. In this article we will discuss mainly Evolutionary Computing, touching Genetic Programing marginally. There are reasons, Evolutionary Computing needs to be discussed first.

 

Basic Concept of Evolutionary Computing

 

Evolutionary Computing encompass a class of stochastic procedures which are the basic principles of biological evolution. At the beginning evolutionary algorithm was used to find possible solutions needed to be solved. Evolutionary algorithms right now has been a subset of evolutionary computing.  Evolutionary algorithm is actually the God Father of Evolutionary Computing.

 

As on Internet, several self proclaimed pseudo experts of other fields exists, Evolutionary Computing has been wrongly discussed on many places.

 

In addition, the concept of Evolutionary Computing has been established on methods based on swarm intelligence. The aspects and prospects of Evolutionary Computing is not only the development of Digital organism, Artificial Immune System, Cellular Automation, Mind Uploading but also a bigger field – Surgical Robotics.

Advertisement

---

 

Evolutionary Computing and Genetic Programing

 

During evolution changes in the genetic material adapted to highly complex life forms. There is thus a very difficult optimization problem with varying targets. The amazing thing is the relative simplicity of the control mechanisms. In a simple model of the process can be traced back only three biological principles that are iteratively run through again and again: mutation, recombination and selection. Evolutionary algorithm approach tried to mimic those principles to solve complex optimization problems similar to an efficient manner for solving problems related to applied technical field, Evolutionary Computing took birth to change it to the right direction, to solve the problems of human diseases or to enhance the life somehow.  Artificial Immune System, Cellular Automation are such examples.

 

Evolutionary Computing and Genetic Programing

 

Genetic Programming is now a part of Evolutionary Computing, can work as mathematical function with numbers, variables and operations as nodes. The objective function is called symbolic regression.
Fundamental work on Genetic Programming was done by John Koza. As individual, he used program in simple programming language LISP. Other approaches are based on linear programs.

Why these are part of Evolutionary Computing and what Evolutionary Computing has to do more, we will reveal gradually in details on parts of Evolutionary Computing. Genetic Programing falls inside Evolutionary Computing as in your DNA there are old data, that are not used now by your body but was used 20 thousands years ago (or more) by some of your Great Grand Father.

Prof.Dr. A.E. Eiben is the practical God Father of all aspects of Evolutionary Computing, Wikipedia copied everything he provided for free, but forgot to create a page about him.

 

 

SignatureTagged With basic concept of evolutionary computing
Facebook Twitter Pinterest

Abhishek Ghosh

About Abhishek Ghosh

Abhishek Ghosh is a Businessman, Surgeon, Author and Blogger. You can keep touch with him on Twitter - @AbhishekCTRL.

Here’s what we’ve got for you which might like :

Articles Related to Evolutionary Computing and Genetic Programing

  • Nginx WordPress Installation Guide (All Steps)

    This is a Full Nginx WordPress Installation Guide With All the Steps, Including Some Optimization and Setup Which is Compatible With WordPress DOT ORG Example Settings For Nginx.

  • WordPress & PHP : Different AdSense Units on Mobile Devices

    Here is How To Serve Different AdSense Units on Mobile Devices on WordPress With PHP. WordPress Has Function Which Can Be Used In Free Way.

  • Artificial Intelligence (AI) : What it is, How it Can Help Mankind

    Artificial Intelligence (AI) refers to the ability of a computer to perform functions and typical of the reasoning mind of man.

  • Changing Data With cURL for OpenStack Swift (HP Cloud CDN)

    Changing Data With cURL For Object is Quite Easy in OpenStack Swift. Here Are Examples With HP Cloud CDN To Make it Clear. Official Examples Are Bad.

performing a search on this website can help you. Also, we have YouTube Videos.

Take The Conversation Further ...

We'd love to know your thoughts on this article.
Meet the Author over on Twitter to join the conversation right now!

If you want to Advertise on our Article or want a Sponsored Article, you are invited to Contact us.

Contact Us

Subscribe To Our Free Newsletter

Get new posts by email:

Please Confirm the Subscription When Approval Email Will Arrive in Your Email Inbox as Second Step.

Search this website…

 

Popular Articles

Our Homepage is best place to find popular articles!

Here Are Some Good to Read Articles :

  • Cloud Computing Service Models
  • What is Cloud Computing?
  • Cloud Computing and Social Networks in Mobile Space
  • ARM Processor Architecture
  • What Camera Mode to Choose
  • Indispensable MySQL queries for custom fields in WordPress
  • Windows 7 Speech Recognition Scripting Related Tutorials

Social Networks

  • Pinterest (24.3K Followers)
  • Twitter (5.8k Followers)
  • Facebook (5.7k Followers)
  • LinkedIn (3.7k Followers)
  • YouTube (1.3k Followers)
  • GitHub (Repository)
  • GitHub (Gists)
Looking to publish sponsored article on our website?

Contact us

Recent Posts

  • Market Segmentation in BriefSeptember 20, 2023
  • What is Booting?September 18, 2023
  • What is ncurses?September 16, 2023
  • What is JTAG in Electronics?September 15, 2023
  • iPhone 15 Pro Max Vs Samsung Galaxy S22/S23 UltraSeptember 14, 2023
PC users can consult Corrine Chorney for Security.

Want to know more about us?

Read Notability and Mentions & Our Setup.

Copyright © 2023 - The Customize Windows | dESIGNed by The Customize Windows

Copyright  · Privacy Policy  · Advertising Policy  · Terms of Service  · Refund Policy