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Productive Cluster Hire

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  • Thu, 09/20/2018 - 11:00am - 1:00pm




Productive Cluster Hire

MSc Thesis Proposal by:

Parth A. Patel

Date:  Thursday, September 20th, 2018
Time:  11: 00 am – 1:00 pm
Location: 3105, Lambton Tower

Abstract: Discovering a group of experts to complete a set of tasks that require various skills is known as Cluster Hire Problem. Each expert has a set of skills which he/she can offer and charges a monetary cost to offer their expertise. We are given a set of projects that need to be completed and on completion of each project, the organization gets a Profit. For performing a subset of given projects, we are given a predetermined budget. This budget is spent on hiring experts. We extend this problem by introducing productivity and capacity of experts. We want to hire experts that are more productive, and this factor is determined on the basis of their past experience. We also want to make sure that no expert is overworked as it is not possible for a single expert to provide his/her expertise for unlimited times. Our goal is to hire as many experts as possible in which the sum of their hiring costs (i.e., salary) is under the given budget as we are interested to maximize the profit and also maximize the productivity of the group of experts, our problem is a bi-objective optimization problem. To achieve this, we propose two different approaches that maximize our Profit and Productivity.

Thesis Committee:
Internal Reader: Dr. Saeed Samet
External Reader: Dr. Myron Hlynka
Advisor: Dr. Ziad Kobti

Co-advisor: Dr. Mehdi Kargar

 



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