Quantum Harmonic Framework v2.0: Breaking the 100kD Barrier in Rastrigin Optimization
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2025
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| author | Mohammad Piran |
| author_facet | Mohammad Piran |
| contents | <p>Quantum Harmonic Framework v2.0: Breaking the 100kD Barrier in Rastrigin Optimization</p> <p>Mohammad Piran</p> <p>Independent Researcher</p> <p>Shiraz, Iran</p> <p>(March 20, 2025)</p> <p> </p> <p>This paper presents a revolutionary quantum-classical optimization framework achieving 97.1% accuracy on 100,000D Rastrigin functions with 1.2EJ energy efficiency. Through adaptive harmonic synchronization and entanglement-modulated dynamics, we reduce estimation-reality discrepancies to 1.3% (p ¡ 0.01). Comparative analysis demonstrates 8.2x energy improvement over D-Wave and 2.0x accuracy gain versus QAOA. The framework introduces three patent-pending technologies validated through 100+ quantum simulations.</p> <p> </p> <p>Keywords: Quantum harmonic optimization, Rastrigin function, Error-energy co-design, 100kD challenge</p> <p> </p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_15061872 |
| institution | Zenodo |
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| publishDate | 2025 |
| publisher | Zenodo |
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| spellingShingle | Quantum Harmonic Framework v2.0: Breaking the 100kD Barrier in Rastrigin Optimization Mohammad Piran Error-energy co-design 100kD challenge Quantum harmonic optimization <p>Quantum Harmonic Framework v2.0: Breaking the 100kD Barrier in Rastrigin Optimization</p> <p>Mohammad Piran</p> <p>Independent Researcher</p> <p>Shiraz, Iran</p> <p>(March 20, 2025)</p> <p> </p> <p>This paper presents a revolutionary quantum-classical optimization framework achieving 97.1% accuracy on 100,000D Rastrigin functions with 1.2EJ energy efficiency. Through adaptive harmonic synchronization and entanglement-modulated dynamics, we reduce estimation-reality discrepancies to 1.3% (p ¡ 0.01). Comparative analysis demonstrates 8.2x energy improvement over D-Wave and 2.0x accuracy gain versus QAOA. The framework introduces three patent-pending technologies validated through 100+ quantum simulations.</p> <p> </p> <p>Keywords: Quantum harmonic optimization, Rastrigin function, Error-energy co-design, 100kD challenge</p> <p> </p> |
| title | Quantum Harmonic Framework v2.0: Breaking the 100kD Barrier in Rastrigin Optimization |
| topic | Error-energy co-design 100kD challenge Quantum harmonic optimization |
| url | https://doi.org/10.5281/zenodo.15061872 |