This paper introduces “Quantum DNA Swarms,” a unified framework blending quantum-inspired swarm intelligence with DNA’s quantum properties for optimization and self-assembly. Building on Bloch Quantum Ant Colony Optimization (BQACO) Li & Wang, 2012, we extend Bloch-sphere encoded agents to n-dimensional hypercube spaces via Pauli rotations. The framework integrates DTN bundles for resilient communication, SINUS-IT/QAES for noisy quantum-bio signals, BIONETS autonomic paradigms, experimental DNA-triggered active gels, QI-MARL for energy-aware coordination, GA-GAN for quantum-resistant encryption, and HCDSO with MD-LSTM for malicious detection and QoS-aware multicast routing in MANET environments. This work extends our 2025 Zenodo paper on quantum biological systems and opens new paths for bioinformatics, nano-computing, and space/molecular networks.
Venerable et al. (Wed,) studied this question.