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Quantum Engineering Year 3: Qualifying Exam Preparation Month 45Week 179

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Week 179: NISQ Algorithms

Week 179 of 288~46 min read

Learning Objectives

•**Derive** the VQE algorithm from the variational principle
•**Design** appropriate ansatze for molecular and optimization problems
•**Implement** QAOA for MaxCut and portfolio optimization
•**Analyze** barren plateau phenomena and mitigation strategies
•**Apply** zero-noise extrapolation and other error mitigation techniques
•**Evaluate** algorithm-hardware trade-offs for practical applications

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Overview Daily Schedule Learning Objectives Key Concepts Variational Quantum Eigensolver VQE Quantum Approximate Optimization Algorithm QAOA Error Mitigation Techniques Key Equations Hardware Considerations Circuit Depth vs Noise Measurement Overhead Classical Optimization Study Materials Required Reading Recent Papers Problem Set Focus Deliverables Assessment Criteria