Giter VIP home page Giter VIP logo

vlsi_project's Introduction

VLSI optimization project

Optimization project on the VLSI problem.

Hei Muhammad! These are the changes I made to your model

  1. I used a powerful global constraint called DIFFN to ensure non-overlap
  2. I changed a bit the data structures, Instead of a single [Cx2] array I opted for two single dimension arrays [C][C].
  3. I found the upper/lower bound limits to be inconsistent, so I changed to different ones.
  4. I developed a small visualizing program, its useful and It helped understanding some critical behaviour. Its not fully automated but I changed the output from minizinc, so to be easly copied and pasted in the python program.
  5. I did some statistical comparison between baseline and diffn that we can include in the project report. I included some graphics. Results are as expected, the global constraint is a big improovement.
  6. I made this repo, if you like github we can work here

what is still undone?

  1. symmetry breaking

content table

file content
baseline simplest baseline model
diffn global constraint model improovement
data contains test data
display_data python tool for visualizing results
optimization_results contains optimization statistics

visualization example

sample2

baseline search visualized

baseline

dffn search visualized

dffn

vlsi_project's People

Contributors

fmerizzi avatar

Stargazers

 avatar

Watchers

 avatar  avatar  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.