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v0.3.5

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@Shiro-Raven Shiro-Raven released this 17 Nov 02:02

0.3.5 (2025-10-15)

This release adds powerful evolutionary optimization algorithms and significantly speeds up expectation value calculations.

✨ New Features

  • 🧬 Evolutionary Optimizers: Try CMA-ES and Differential Evolution algorithms for better optimization results
  • 🎲 Start from Your Own Parameters: Provide initial parameters instead of random initialization for better control

🚀 Improvements

  • ⚡ Much Faster Calculations: Expectation value calculations are now significantly faster, especially for multiple observables
  • 🔄 Better Parallel Execution: Improved parallel simulation using Qiskit's built-in parallelism with thread-based execution, plus deterministic mode for debugging and reproducibility
  • 🛑 Graceful Termination: Better handling when stopping long-running program batches, properly tracking which jobs were cancelled

For detailed changes, see the changelog.