An Amplify-based library to facilitate black-box optimization
Project description
Amplify-BBOpt
Amplify-BBOpt is a Python package to facilitate the execution of black-box optimization developed by Fixstars Amplify.
- Documentation: https://amplify.fixstars.com/docs/amplify-bbopt/v0/
- Contributing (bug reports, improvements): https://amplify.fixstars.com/en/contact
Amplify-BBOpt is built around the Amplify SDK. Annealing-based black-box optimization methods, FMQA and kernel-QA, are available in conjunction with quantum annealing machines and Ising machines (hence using Amplify SDK). Important features include (but not limited to):
- Easy to run and change methods
- Applicability to high-dimensional problems
- Consideration of constraints
- Multi-objective optimization
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