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a python based route optimiser and emission calculator for FedEx based on the held-karp algorithm. optimise routes, minimise emissions & maximise efficiency!

1rvinn/FedExpedite

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FedExpedite

a python based route optimiser and emission calculator for FedEx based on the held-karp algorithm

installation guide

  1. ensure that python, pip and git are installed

     sudo apt update && sudo apt-get install python3
     sudo apt-get install python3-pip
     sudo apt install git
    
  2. clone the github repo & cd into it

     git clone https://github.com/1rvinn/FedExpedite.git && cd FedExpedite
    
  3. install the required libraries by creating a virtual environment

     python3 -m venv fedexpedite
     source fedexpedite/bin/activate
     pip install -r requirements.txt
    
  4. get your api keys from tomtom & here. then update them in app.py as shown below

  5. run the app

     streamlit run app.py
    

pipeline

FedExpedite

features

FedExpedite

1. route optimiser

a. flexibility to choose

  • route type
  • vehicle details
    • vehicle type
    • engine size
    • fuel type

FedExpedite

b. multi-input support

  • coordinate based
  • search based

FedExpedite FedExpedite

c. user-friendly input

  • fixed starting pt
  • multiple stop support
  • choice to add a fixed ending pt

FedExpedite

d. route plan & stats

  • optimal sequence - uses the held karp method in dynamic programming to solve for the optimal route
  • total travel time
  • estimated emissions

e. gmaps integration

f. map visualisation

FedExpedite

2. emission calculator

a. comprehensive input factors

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b. reliable emissions data source

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a python based route optimiser and emission calculator for FedEx based on the held-karp algorithm. optimise routes, minimise emissions & maximise efficiency!

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