Module qaoa_optimization 

Quantum Approximate Optimization Algorithm (QAOA) Implementation

This module provides a comprehensive implementation of QAOA for combinatorial optimization problems, including advanced problem encodings, multi-level QAOA, and hardware-aware optimizations.

Structs

MultiLevelQAOAConfig

Multi-level QAOA configuration

ParameterDatabase

Parameter transfer database

ProblemCharacteristics

Problem characteristics for parameter transfer

QAOAConfig

QAOA configuration

QAOAGraph

Graph representation for QAOA problems

QAOALevel

QAOA level configuration

QAOAOptimizer

Main QAOA optimizer

QAOAResult

QAOA result

QAOAStats

QAOA statistics

QuantumAdvantageMetrics

Quantum advantage analysis

SolutionQuality

Solution quality metrics

Enums

LevelTransitionCriteria

Level transition criteria

QAOAConstraint

QAOA constraints

QAOAInitializationStrategy

QAOA initialization strategies

QAOAMixerType

QAOA mixer types

QAOAOptimizationStrategy

QAOA optimization strategy

QAOAProblemType

QAOA problem types

Functions

benchmark_qaoa

Benchmark QAOA performance