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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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Nora Mohamed

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Open access Nov 2025

Dynamic depth quantum approximate optimization algorithm for solving constrained shortest path problem

The Quantum Approximate Optimization Algorithm (QAOA) has emerged as a promising approach for solving NP-hard combinatorial optimization problems on noisy intermediate-scale quantum (NISQ) hardware. However, its performance critically depends on the choice of circuit depth–a parameter that must be specified a priori wi...

Rakesh Saini, Nora Mohamed, S. Al-Kuwari et al. · 0 citations

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