Getting Started with Applied Quantum Optimization
D-Wave
combinatorial optimization
2 courses · 2 tutorials
Courses
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Quantum Optimization with IBM Quantum (openHPI)
Julien Gacon, Dr. Daniel J. Egger, Dr. Stefan Woerner, Lucia Cuervo Valor (IBM Quantum)
Free Tutorials
- →
- intermediate
- 30 min read
QAOA for MaxCut: A Complete Qiskit Walkthrough
Build the Quantum Approximate Optimization Algorithm from scratch in Qiskit to solve MaxCut on small graphs. Understand the circuit structure, cost function, and how to tune the depth parameter p.
- →
- intermediate
- 50 minutes
Solving Max-Cut with QAOA in Qiskit: A Practical Guide
Build a complete Max-Cut solver using QAOA in Qiskit Optimization. Covers graph construction with NetworkX, QuadraticProgram formulation, QAOA via MinimumEigenOptimizer, and how solution quality changes with circuit depth p.