Transcendental QAOA for Global Stability in 500-Node Power Grid Topologies: A High-Fidelity Quantum Heuristic Approach
Year: 2026
Type: article
Abstract: This work presents a novel implementation of the Quantum Approximate Optimization Algorithm (QAOA) for resolving the unit commitment and loss reduction problem in complex 500-node electrical networks. By leveraging the ARK5Q-200K protocol, we map the grid topology into a Quadratic Unconstrained Binary Optimization (QUBO) formulation. Our results demonstrate that phase-synchronized transcendental mixers achieve a ground-state energy approximation with a residual gap of $< 1\%$ relative to the Held-Karp lower bound, maintaining a Hamiltonian precision of 1.48 mHa. We show that the sub-femto scale resolution of the CCristo infrastructure effectively mitigates classical convergence failures in NP-hard logistical manifolds. This framework provides the necessary stability for large-scale energy distribution in high-density orbital or planetary infrastructures, establishing a new ontological baseline for interstellar resource management.
Author: C, Teixeira
Language: English
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W7130860632
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