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Fleet & Route Optimization Tool with Multiple Vehicle Capacity & time Constraints

Request details

We're working to solve a problem in the people moving space to help private bus operators save money by increasing utilization of their vehicles.

This involves trying to figure out the best mix of fleet (with different capacities) and optimized clustered schedules given an input of pickup/delivery locations and PU/Delivery time windows.

We would like to discuss this with someone experienced in solving similar problems and building similar solutions in the past. Experience with Google OR-Tools or V-ROOM, OSRM

Constraints:

Multiple Vehicles

Multiple Capacities

Multiple Depots

Multiple Time Windows (Pickup/Delivery)

Driver Constraints (Working hours, route distance limits, active/inactive, etc)

Deliverables

A backend tool that provides following outputs:

Optimized (and reduced) # of Vehicles & Drivers

Individual Route Schedules (with Export options in excel, etc.)

Output summary (Total kilometers, total hours, total drivers)

Compétences : Python, Machine Learning (ML), Amazon Web Services

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Concernant l'employeur :
( 0 commentaires ) Santa Clara, United States

Nº du projet : #31012009

13 freelances font une offre moyenne de 565 $ pour ce travail

(14 Commentaires)
6.1
AITSoft

Hi, How are you? Upon reading brief details I believe its a doable job I have great experience doing projects with Amazon Web Services, Python and Machine Learning (ML). I am confident about getting this done. While I Plus

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(28 Commentaires)
5.7
bernardofurtado6

Hello, I have a lot of experience building this type of solution as you can see in my profile. Will be very happy to help you on that. Thanks

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(28 Commentaires)
5.8
(35 Commentaires)
5.0
ArkssTech

Hi Manager!! We checked for your project and interested in your project. Project: Fleet & Route Optimization Tool with Multiple Vehicle Capacity & time Constraints I am professional full stack engineer with skills inc Plus

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(4 Commentaires)
4.7
nibeditad007

Hi, Hope you are doing well. I have over 6 years of rich experience in data science and machine learning. I have worked hands on in Python with different datasets for data wrangling, data manipulation, data analysi Plus

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(9 Commentaires)
4.3
(3 Commentaires)
4.2
hubamykytafree

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4.0
(3 Commentaires)
4.0
soumojit86

I am a PhD in Operations Research and 12 years of experience in developing and deploying Vehicle Routing Optimization solutions for various organisations. I have implemented VRP and their different versions using Gurob Plus

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(1 Évaluation)
1.5
mousultom20

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0.0
mrla11

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0.0
paulsiddhartha0

I am an operations research practitioner, currently working with one of the largest food-tech in hyperlocal logistics optimization problems. I received my Masters and PhD in operations research from the department of I Plus

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0.0