Giter Site home page Giter Site logo

samuelterra22 / machine-task-allocation-optimization Goto Github PK

View Code? Open in Web Editor NEW
1.0 3.0 0.0 79 KB

Script for allocating a set of tasks to a number of available machines respecting a deadline.

Python 100.00%
python machine allocation algorithm instance goal minimal deadline task minimization

machine-task-allocation-optimization's Introduction

Machine Task Allocation Optimization

Install linux dependencies

sudo apt update
sudo apt install build-essential \
                 software-properties-common \
                 python3-pip \
                 python3-distutils

Create environment and install python dependencies

pip3 install virtualenv
virtualenv venv
source venv/bin/activate
pip install -r requirements.txt

Instance

Um conjunto de n tarefas, cada uma com tempo de processamento p[i] não negativos , i=f, ..., n e número m de máquinas disponíveis e um deadline d.

Solution

Determinar:

  • (i) uma distribuição das tarefas às máquinas, tal que cada tarefa esteja em exatamente uma máquina;

  • (ii) tempos de início s[i], i=1, ..., n, de cada tarefa, tal que tarefas na mesma máquina não tenham sobreposição durante as execuções, e tal que nenhuma tarefa termine depois do deadline.

Goal

Minimizar o tempo de espera total das taredas antes do deadline, ou seja,

Instance format

  • 1ª linha: número de máquinas
  • 2ª linha: número de itens n
  • 3ª linha: due date d
  • i linhas seguintes: tempos de processamento das tarefas

machine-task-allocation-optimization's People

Contributors

dependabot-preview[bot] avatar dependabot[bot] avatar samuelterra22 avatar

Stargazers

 avatar

Watchers

 avatar  avatar  avatar

machine-task-allocation-optimization's Issues

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    🖖 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. 📊📈🎉

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 ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.