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International Journal of Creative and Open Research in Engineering and Management

A Peer-Reviewed, Open-Access International Journal Supporting Multidisciplinary Research, Digital Publishing Standards, DOI Registration, and Academic Indexing.
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ISSN: 3108-1754 (Online)
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Volume 02, Issue 8

Published on: August 2026

QUANTUM ANNEALING IMPLEMENTATION FOR OPTIMIZATION PROBLEMS

U Kanade

Dept of Mathematics/ GCOE Karad/India

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Plagiarism Passed Peer Reviewed Open Access

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Abstract

Presented in this paper is the theory and practical implementation of quantum annealing for project scheduling and resource-allocation tasks that can be mapped to Ising or Quadratic Unconstrained Binary Optimization (QUBO) models. Quantum annealing is a meta-heuristic that exploits quantum tunnelling to search the energy landscape of combinatorial optimization problems. The Quantum Annealing Process Flowchart is detailed stage by stage. Hybrid quantum-classical workflows that embed annealing inside a Monte Carlo or digital-twin loop are described, together with supporting figures of the energy landscape and the hybrid architecture. Cross-domain analogies with ULD configuration and related combinatorial problems illustrate transferability. The paper concludes with implementation considerations and the current maturity of the technology for construction and logistics applications.

Keywords: quantum annealing implementation; Ising model; QUBO; combinatorial optimization; project scheduling; hybrid quantum-classical; energy landscape; digital twin; Monte Carlo; supply-chain resilience; ULD configuration

How to Cite this Paper

Kanade, U. (2026). Quantum Annealing Implementation for Optimization Problems. International Journal of Creative and Open Research in Engineering and Management, <i>02</i>(8), 1-9. https://doi.org/10.55041/ijcope.v2i8.042

Kanade, U. "Quantum Annealing Implementation for Optimization Problems." International Journal of Creative and Open Research in Engineering and Management, vol. 02, no. 8, 2026, pp. 1-9. doi:https://doi.org/10.55041/ijcope.v2i8.042.

Kanade, U. "Quantum Annealing Implementation for Optimization Problems." International Journal of Creative and Open Research in Engineering and Management 02, no. 8 (2026): 1-9. https://doi.org/https://doi.org/10.55041/ijcope.v2i8.042.

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References


  • AG Matani , “Improving Energy Efficiency By Controlling Mechanical Losses Of Electric Motors In Smes And Ssis ,” International Journal of Mechanical and Production Engineering Research and Development (IJMPERD) ISSN 2249-6890 Vol. 3, Issue 4, Oct 2013, 63-68

  • A Gudadhe & et al,” On LS Spaces of Gelfand Shilov Technique,” Bulletin of Pure & Applied Sciences, Vol 25, Issue 1, Pp 351-354, 2006.

  • A Gudadhe & et al,” Distributional LK transform, distributional impulsive signals and system response,” Proceedings of the 7th WSEAS International Conference on Applied Mathematics, Pp 1-6, 2005

  • A Gudadhe & et al,” On Structure Formula for Generalised Laplace Meijer Transform,” Acta Ciencia Indica Mathematics, Vol 32, Issue 1, Publisher Pragati Prakashan Meerut, 2006

  • A Gudadhe & et al,” On analytic behaviour of LK transform of generalised function,” Acta Ciencia Indica Mathematics, Vol 31, Issue 3, Publisher Pragati Prakashan Meerut, 2006

  • Akarshan Gulhane, “Internet of Things, Artificial Intelligence, and Quantum Computing: A Convergent Framework for Smart Logistics Ecosystems” International Journal of Engineering Science and Advanced Technology (IJESAT) Vol 24 Issue 12, 2024 pp 297 of 317

  • Akarshan Gulhane, “Industry 5.0 and Intelligent Logistics: Transforming Supply Chain Operations through Human-Centric Automation” International Journal of Engineering Science and Advanced Technology (IJESAT) Vol 24 Issue 12, 2024 pp 287 of 296

  • Akarshan Gulhane, " advancements in automotive batteries:," a review international engineering journal for research & development, Volume 8 Issue 6 18-57, 2023. https://iejrd.com/index.php/%20/article/view/3141

  • Akarshan Gulhane, " The Future of Vehicles: Solar-Powered Battery Electric Hybrid Vehicle Architecture," 2020


https://contest.techbriefs.com/2020/entries/automotive-transportation/10457

  • Akarshan Gulhane, " digital twin technology for building resilient and adaptive global supply chains: a review,” International Research Journal of Modernization in Engineering Technology and Science Volume:06/Issue:12, 2024. DOI: https://www.doi.org/10.56726/IRJMETS64992

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  • Published on: Aug 07 2026
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