Convergence of Hybrid Grey Wolf Optimization with Heuristic Approaches for Enhanced Job Shop Scheduling
Journal Title: International Journal of Innovative Research in Computer Science and Technology - Year 2024, Vol 12, Issue 6
Abstract
This scholarly inquiry examines the utilization of the Hybrid Grey Wolf Optimization Algorithm (HGWOA) in addressing the Job Shop Scheduling Problem (JSSP), a combinatorial optimization problem commonly encountered within production management. The central aim is to minimize makespan, defined as the cumulative duration necessary to finalize all tasks on a designated set of machines while observing precedence constraints. Conventional Optimization methodologies frequently encounter difficulties with intricate instances of JSSP owing to its NP-hard classification. We introduce a ground-breaking method the Grey Wolf Optimization Algorithm (GWOA) with various meta-heuristic strategies to augment its fruitfulness in resolving JSSP. The multiple findings underscore the usefulness of HGWOA, highlighting its prospective applicability in real-world contexts of production scheduling and management.
Authors and Affiliations
Anugrah Shailay , Swati Jadon , Ankush Sharma
Keywords
Related Articles
- EP ID EP753404
- DOI DOI: 10.55524/ijircst.2024.12.6.2
- Views 20
- Downloads 0
Data Mining Over Encrypted Data of Database Client Engine Using Hybrid Classification Approach
Data mining has been used in various areas, for example crime agencies, retail industries, financial data analysis, telecommunication industry, biological, among government agencies, etc. Several application handle very...
Analysis of ICT Infrastructure and Tourism Informational Needs: A Case Study of Nepal
Tourism finds enormous application of ICT in the development of strategic and operational goals. ICT promises long-term benefits and is a leading force in the tourism industry to enhance development and economic growth....
Computer Forensics Data Recovery Software: A Comparative Study
With the advancement of the information technology, computer has become more important for the people. Computer not only stores data but also increase the channels of storing data in digital devices like pen drive, hard...
Experimental Study on the Behavior of Concrete Using Translucent Material
Energy efficient and safety of structures have gained worldwide attention in present scenario. Concrete being considered as one of the major backbone of structures can be modified in order to improve its everlasting prop...
A Machine Learning Model for Clinical Decision Support for Drug Recommendation
Modern machine learning techniques play a very crucial role in dealing with very complex unstructured data that is available in the medical domain. The wide range of applications in this area is capable of changing the...