Git Product home page Git Product logo

diegobdev / hra-geneticalgo-simulatedannhealing Goto Github PK

View Code? Open in Web Editor NEW

This project forked from aswinirs/hra-geneticalgo-simulatedannhealing

0.0 1.0 0.0 1.75 MB

In this work we address HRA using Genetic Algorithm. Our main goal is to provide optimal HRA in terms of minimizing the cost, duration and efficient workforce allocation, without compromising activity criticality. For this purpose, we adapt small data set, then we compare our model with one of similar search heuristic algorithm Simulated Annealing(SA). Both the algorithms(GA and SA) are implemented from scratch.

JavaScript 99.66% HTML 0.34%

hra-geneticalgo-simulatedannhealing's Introduction

INSTRUCTIONS for EXECUTION:
  
  1. Please Copy the Source code zip file and extract it to the Desktop.
  2. Launch Command Prompt and execute below command, 
	 python -m SimpleHTTPServer
  3. "Serving HTTP on 0.0.0.0 port 8000 ... ", will be displayed. We need a server running to enable some features like read data file operation.
  4. To run Genetic Algorithm (GA) based HRA - Copy paste following url in browser, http://localhost:8000/Desktop/ECProject/GA_HRA/index.html
  5. To run Simulated Annealing (SA) based HRA - Copy paste following url in browser, http://localhost:8000/Desktop/ECProject/SA_HRA/index.html
  5. All set and ready for execution, please click on "start" button to start execution with default settings. 
  6. However, Configuration settings can be modified. Please refresh the page before changing the configuration and then press "start" button.. 
   
********Sometime clearing cache will help if there is any suspecion that behaviour appears same as previous configuration (which is not very often but may be because of browser 	    settings)*********** 
 
NOTES:

For both GA and SA we have set up configuration that provided better result most of the time as default. Following are default configurations.

For GA, popSize-200, mutation - 0.5, crossover - 0.5, Generations - 600
For SA, temperature- 3200, alpha 0.99999, epsilon - 0.001 to facilitate over 300,000 iterations.

*************************************************************************************************************************************************************************************

hra-geneticalgo-simulatedannhealing's People

Contributors

aswinirs avatar

Watchers

James Cloos avatar

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.