![Algorithm selection for black-box continuous optimization problems: A survey on methods and challenges - ScienceDirect Algorithm selection for black-box continuous optimization problems: A survey on methods and challenges - ScienceDirect](https://ars.els-cdn.com/content/image/1-s2.0-S0020025515003680-gr10.jpg)
Algorithm selection for black-box continuous optimization problems: A survey on methods and challenges - ScienceDirect
Koji Tsuda on Twitter: "CONBQA (pronounced as kombucha) leverages @dwavesys quantum annealer to accelerate CONTINUOUS black-box optimization! Better than GP in high dim. Possibly useful in materials design and hyperparameter tuning. @tnksh
![Derivative-Free and Blackbox Optimization (Springer Series in Operations Research and Financial Engineering): Audet, Charles, Hare, Warren: 9783319689128: Amazon.com: Books Derivative-Free and Blackbox Optimization (Springer Series in Operations Research and Financial Engineering): Audet, Charles, Hare, Warren: 9783319689128: Amazon.com: Books](https://m.media-amazon.com/images/I/61KYsLl86wL._AC_UF1000,1000_QL80_.jpg)
Derivative-Free and Blackbox Optimization (Springer Series in Operations Research and Financial Engineering): Audet, Charles, Hare, Warren: 9783319689128: Amazon.com: Books
![Evolutionary Black-Box Topology Optimization: Challenges and Promises | The Computational Design & Fabrication Group Evolutionary Black-Box Topology Optimization: Challenges and Promises | The Computational Design & Fabrication Group](https://cdfg.mit.edu/assets/images/image_evolutionary-black-box-topology.png)
Evolutionary Black-Box Topology Optimization: Challenges and Promises | The Computational Design & Fabrication Group
Theory of Iterative Optimization Heuristics: From Black-Box Complexity over Algorithm Design to Parameter Control
![Efficient strategies for constrained black-box optimization by intrinsically linear approximation (CBOILA) | SpringerLink Efficient strategies for constrained black-box optimization by intrinsically linear approximation (CBOILA) | SpringerLink](https://media.springernature.com/lw685/springer-static/image/art%3A10.1007%2Fs00366-020-01160-2/MediaObjects/366_2020_1160_Fig1_HTML.png)