Module quantum_inspired 

Quantum-Inspired Optimization Methods

This module implements cutting-edge quantum-inspired optimization algorithms:

• Quantum superposition for parallel parameter exploration
• Quantum entanglement for correlated parameter updates
• Quantum annealing with sophisticated cooling schedules
• Quantum tunneling for escaping local minima
• Quantum interference patterns for optimization landscapes
• Quantum state collapse for solution selection

Structs

Complex

Complex number representation for quantum states

QuantumAnnealingSchedule

Quantum annealing schedule for cooling

QuantumInspiredOptimizer

Advanced Quantum-Inspired Optimizer

QuantumOptimizationStats

Statistics for quantum optimization

QuantumState

Quantum state representation for optimization parameters

Enums

CoolingSchedule

Functions

quantum_optimize

Convenience function for quantum-inspired optimization

quantum_particle_swarm_optimize

Quantum-enhanced particle swarm optimization