9th Annual International Conference on Industrial Engineering and Operations Management

Selection and scheduling of interdependent projects using a modified genetic algorithm

Murari Lal Mittal, Manish Kumar, Gunjan Soni & Dheeraj Joshi
Publisher: IEOM Society International
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Track: Operations Research
Abstract

This paper deals with the problem of selection and scheduling of interdependent projects in an integrated manner. Two types of interdependencies among projects-mutual exclusiveness and complementariness are considered which are found to be of great practical importance. The problem seeks to maximize the total expected benefit from the selected projects wherein the benefit from a project is considered to be time dependent.  A mathematical model for the problem along with an illustrative example is presented. A modified genetic algorithm (GA) is developed to solve the real life problems. The proposed algorithm is evaluated on a set of randomly generated test problems with varying complexity. The performance of the proposed GA is compared with TS algorithm. The proposed GA is found to outperform TS.

Published in: 9th Annual International Conference on Industrial Engineering and Operations Management, Bangkok, Thailand

Publisher: IEOM Society International
Date of Conference: March 5-7, 2019

ISBN: 978-1-5323-5948-4
ISSN/E-ISSN: 2169-8767