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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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N. Shilpa

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Open access 2026

Quantum-Assisted Hybrid Optimization for Graph-Based Combinatorial Optimization

Graph-based combinatorial optimization problems are computationally challenging for classical optimization techniques due to their NP-hard nature. This paper proposes a novel Quantum-Assisted Hybrid Optimization Algorithm (QAHOA) that integrates the Quantum Approximate Optimization Algorithm (QAOA), spectral graph theo...

S. Thota, N. Shilpa, Nasr Al Din Ide · 0 citations

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