Research Article
On Determining the Critical Path of Activity Network with
Normalized Heptagonal Fuzzy Data
Hamiden Abd El-Wahed Khalifa ,
1,2
Majed G. Alharbi ,
3
and Pavan Kumar
4
1
Operations Research Department, Faculty of Graduate Studies for Statistical Research, Cairo University, Giza, Egypt
2
Mathematics Department, College of Science and Arts, Al-Badaya, Qassim University, Buraydah, Saudi Arabia
3
Mathematics Mathematics, College of Science and Arts, Methnab, Qassim University, Saudi Arabia
4
Mathematics Division, School of Advanced Sciences & Languages, VIT Bhopal University, Sehore-466114, MP, India
Correspondence should be addressed to Pavan Kumar; pavankmaths@gmail.com
Received 5 December 2020; Accepted 18 June 2021; Published 5 July 2021
Academic Editor: Giovanni Pau
Copyright © 2021 Hamiden Abd El-Wahed Khalifa et al. This is an open access article distributed under the Creative Commons
Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work
is properly cited.
In this research work, an approach to determine the critical path of activity network with normalized heptagonal fuzzy data is
proposed. In the proposed model, we attempt to develop a method for solving litigation problems by experts when they share
the same information but differ in their opinions. The concepts for a critical path method (CPM) optimization with two kinds
of data are as follows: those are to be optimistic and those considered being pessimistic. A numerical example is given for the
illustration of the proposed approach and gain more insights. Based on the findings of the proposed work, we observe that the
floating times with optimistic data are always smaller than or equal to the corresponding floating times for the pessimistic data.
1. Introduction
The critical path method (CPM) is one of the most important
concepts in network analysis. It is used as method for solving
the complications of a project by preparing the networks and
to determine the earliest date an activity can start and the ear-
liest date can be finished. Also, it is an algorithm for schedul-
ing a set of project activities. In addition, it is commonly used
in conjunction with the program evaluation and review tech-
nique (PERT). A technique for project planning that was
developed known as critical path method (CPM) was devel-
oped in 1950 by DuPont and was first used in missile-
defense construction projects. When applying CPM, there
are several steps that can be summarized as follows:
(i) Define the required tasks and put them down in a
sequenced list
(ii) Create a flowchart or other diagram showing each
task in relation to the others
(iii) Identify the critical and noncritical relationships
among tasks
(iv) Locate or devise alternatives for the most critical
paths
CPM was emerged to support and serve as an alternative
to Gantt chart. Studies and researches enumerate the possible
causes of the breach to include inadequate knowledge and
experience of the technique and lack of adoption of reluc-
tance to adopt a new technological innovation as well as cost
of operations [1]. Aliyu [2] clarified the effectiveness of the
CPM in planning, scheduling, organizing, coordinating,
managing, and controlling of project time and cost, where
this study concludes that the CPM is not difficult to apply,
and when applied, it improves interdepartmental communi-
cations, gives clear definition of responsibilities, and mini-
mizes the occurrence of crisis management. Agyei [3]
defined the trade-off by crashing the activities using linear
programming technique and concluded with an acceptable
Hindawi
Wireless Communications and Mobile Computing
Volume 2021, Article ID 6699403, 14 pages
https://doi.org/10.1155/2021/6699403