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ArticlePeer ReviewedOpen AccessPlagiarism Passed
Paper ID:10.55041/IJSREM34941

Automated Time – Table Generator Using Genetic Algorithm

Stream/Area:

-

Subject:

-

Paper ID:

10.55041/IJSREM34941

Volume:

8 |

5 |

May 2024

Pages:

Publication Frequency:

Monthly (12 issues per year)

DOI
Digital Object Identifier
10.55041/IJSREM34941

License:International Journal of Scientific Research in Engineering and Management follows the Creative Commons Attribution 4.0 (CC BY 4.0) License, allowing free use and distribution with proper attribution.

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Authors

AK

Atharv Katkar

SP

Sanket Patil

SP

Sarvesh Patravale

SK

Soham Kamble

YS

Yash Shaha

VP

Vaibhav Pawar

PMV

Prof. Milind Vadagave

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Abstract

Timetable creation is a very important job in schools as it helps to make sure that all resources are used appropriately and the students get an environment conducive for learning. In this paper, we introduce a new way of making them automatically using genetic algorithms for optimization. The method takes into account several restrictions such as availability of classes or subjects, preference of teachers about rooms they would like to teach in, size of rooms among many others which are necessary when generating optimized timetables for given sets of classes or resources. The structure of our suggested algorithm has been borrowed from genetics. Some objectives were considered during fitness evaluation namely even distribution across days; minimum number of gaps between consecutive periods; conformity with rules. Additionally, a Graphical User Interface (GUI) was developed alongside the algorithmic design which allows easy interaction with the user for better understanding and experience on how the system works. Through this interface users are able to input constraints, view generated timetables and do other customizations thus making it more usable than just having command line-based program.

KEYWORDS

Timetable Genetic Algorithm Optimization GUI.

Cite This Article

Atharv Katkar, Sanket Patil, Sarvesh Patravale, Soham Kamble, Yash Shaha, Vaibhav Pawar, Prof. Milind Vadagave, "Automated Time – Table Generator Using Genetic Algorithm," International Journal of Scientific Research in Engineering and Management, vol. 8, no. 5, May 2024. https://doi.org/10.55041/IJSREM34941

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Publication Date

12/31/45440

Peer Review Type

Double-Blind Peer Review

Review Rounds: 2

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The authors declare no conflict of interest related to this research work.

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