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replenishment-optimization's Introduction

Replenishment optimization for VMI system

Install

  • Python>=3.6
  • pip install -r requirements.txt
  • create config.yaml file
  • python main.py
  • http://localhost:8080/
  • Input user and password
  • Download "Input Template.xlsx" and input data
  • Upload file to web browser
  • Solve the problem (only if file passes validation process)
  • See result and output

Optimization Model

Dimensions: customer, product, truck, plant

Objectives: Replenish appropriate products and orders to customers within available supply at plants and truck constraint

Constraints:

  • Supply available at plant
  • Minimum inventory at customer
  • Available plants for each customer
  • Available plants for each truck
  • Minimum volume at each truck
  • Minimum weight at each truck
  • Minimum price at each truck
  • Minimum cost at each truck
  • Maximum volume at each truck
  • Maximum weight at each truck
  • % Transportation cost at each truck
  • Limit plant received at each truck

Programming

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