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Cases involving resource allocation

sebastian_gonzasebastian_gonza RapidMiner Certified Analyst, Member Posts: 52 Guru
edited December 2018 in Help

Hello,

 

I wanted to know if there is already a Case in rapidminer that involves the following problem:

 

I have 3 machines which are constantly moving between 5 locations, each one has a daily cost of use, a cost of transportation between each point and different delivery in hours per location, I would like to know which is the optimal machine allocation between locations in order to maximize hours of use and have the minimum cost, I have an idea in R with a function and maximize the function with restrictions, but I dont know If I do this in rapidminer?

 

Thank you

 

If there is an applied case that is close to this problem it would come very handy!

Answers

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    MartinLiebigMartinLiebig Administrator, Moderator, Employee, RapidMiner Certified Analyst, RapidMiner Certified Expert, University Professor Posts: 3,510 RM Data Scientist

    Hi,

    you could use Prescriptive Optimization for it. Would be a bit of creative usage though.

     

    BR,

    Martin

    - Sr. Director Data Solutions, Altair RapidMiner -
    Dortmund, Germany
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    Telcontar120Telcontar120 Moderator, RapidMiner Certified Analyst, RapidMiner Certified Expert, Member Posts: 1,635 Unicorn

    Yes, this seems like more of a straightforward operations research constrained optimization problem.  You could probably repurpose RapidMiner to do something like this, but you may find an easier solution using a purpose-built solver for this type of problem (e.g., simplex method / linear programming).  There are many such tools out there, including some that are plug-ins for Excel, so a little bit of google searching should be a good starting point.

     

    Brian T.
    Lindon Ventures 
    Data Science Consulting from Certified RapidMiner Experts
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