Module auto_optimizer 

AutoOptimizer for Automatic Backend Selection based on Problem Characteristics

This module provides intelligent backend selection for quantum circuit simulation by analyzing circuit characteristics and automatically choosing the optimal execution backend using SciRS2 optimization and analysis tools.

Structs

AutoOptimizer

AutoOptimizer for intelligent backend selection

AutoOptimizerConfig

Configuration for the AutoOptimizer

BackendRecommendation

Backend recommendation with reasoning

CircuitCharacteristics

Circuit characteristics analysis results

ConnectivityProperties

Connectivity graph properties of the circuit

PerformanceHistory

Performance history entry for caching

PerformanceMetrics

Performance metrics for backend selection

Enums

AnalysisDepth

Circuit analysis depth levels

BackendType

Available backend types for optimization

FallbackStrategy

Fallback strategies when optimal backend is unavailable

OptimizationLevel

Optimization levels for SciRS2 integration

Functions

execute_with_auto_optimization

Convenience function to execute a circuit with automatic optimization

recommend_backend_for_circuit

Convenience function to get backend recommendation for a circuit