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Update vizualization of notebook results better intro cell
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applications/telecom/network_traffic_optimization/network_traffic_optimization.ipynb

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"1. Capacity per edge (unit capacity): $\\sum_d Z(d,e) \\leq 1$\n",
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"2. Flow conservation for each demand and node\n",
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"\n",
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"#### Why Quantum Computing?\n",
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"\n",
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"- **Classical Challenge:** MILP for complex networks are computationally expensive\n",
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"- **Quantum Approach:** QAOA a huristic method that can potenially overcome classical methods\n",
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"- **NISQ-Friendly:** Works on near-term quantum hardware without requiring deep circuits\n",
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"\n",
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"The following notebook demonstrates a solution to the network traffic optimization problem, applying the QAOA algorithm."
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