MishMash hackathon is India’s largest online diversity hackathon. The focus will be to give you, regardless of your background, gender, sexual orientation, ethnicity, age, skill sets and viewpoints, an opportunity to showcase your talent. The Hackathon is Live from 6:00 PM, 23rd March to 11:55 PM, 1st April, 2020
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Meraki - Deep Tech/Machine Learning - Route Optimization #130
DataSet Used: Self-generated dataset, the attributes of the same are mentioned in the repository link.
Azure Services we wish to use:
Visual Studio Code - Azure Command Line extension
Azure Cosmos DB - Change Feed
Azure Container Instances
Azure Container Registry
Azure kubernetes Service
Azure Sever-less Functions
Azure Machine Learning AutoML
Azure Document DB
Bing Maps - Distance Matrix API
Microsoft Power BI - Front End
:fire: Your Pitch
Fast Route Planning & Route Optimisation with the help of travelling salesman problem (TSP) algorithm - Given a set of deliveries to be made in particular time duration, the TSP Algorithm computes the fastest and shortest route for the given fleet of vehicles. If a fleet of vehicles is to deliver consignments till the last mile, the TSP algorithm assigns route to each vehicle so that the total transportation costs are minimized and can also consider business-side logics such as the capacity of each vehicle, time-windows, delivery skills and more. For the shortest and fastest route calculation, the TSP solver relies on OpenStreetMap data and does matrix calculations by triggering Open-Source Routing Machine (OSRM), thus making the route locality-aware.
:white_check_mark: Checklist
[x] You have followed the issue title format.
[x] You have mentioned the correct labels.
[x] You have provided all the information correctly.
Theme 1: Deep Tech/Machine Learning
Problem Statement 2: Route Optimization and Visualization for Sales Vehicles
ℹ️ Project information
Team Name: Meraki
Team Members: Utsav Mishra - @festivitymishra | Kshitija Surange - @kshitija-surange
Demo Link: Link To Demo Videos
Repository Link(s): Link To Repository
Presentation Link: Link To Presentation
DataSet Used: Self-generated dataset, the attributes of the same are mentioned in the repository link.
Azure Services we wish to use:
:fire: Your Pitch
Fast Route Planning & Route Optimisation with the help of travelling salesman problem (TSP) algorithm - Given a set of deliveries to be made in particular time duration, the TSP Algorithm computes the fastest and shortest route for the given fleet of vehicles. If a fleet of vehicles is to deliver consignments till the last mile, the TSP algorithm assigns route to each vehicle so that the total transportation costs are minimized and can also consider business-side logics such as the capacity of each vehicle, time-windows, delivery skills and more. For the shortest and fastest route calculation, the TSP solver relies on OpenStreetMap data and does matrix calculations by triggering Open-Source Routing Machine (OSRM), thus making the route locality-aware.
:white_check_mark: Checklist