A bilevel optimization approach to automated parameter tuning
By Ankur Sinha, Pekka Malo, Peng Xu, Kalyanmoy Deb. 2014
51 citations recorded by the source corpus.
Subfields: Artificial Intelligence, Computational Theory and Mathematics, Ocean Engineering
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
In Artificial Intelligence
- Jason Zhi Liang
- Risto Miikkulainen
- Pekka Malo
- Ankur Sinha
- Kalyanmoy Deb
- Kenneth O. Stanley
- Yaochu Jin
- Jean-Baptiste Mouret
In Computational Theory and Mathematics
- Kalyanmoy Deb
- Risto Miikkulainen
- Jason Zhi Liang
- Pekka Malo
- Ankur Sinha
- Yaochu Jin
- Carlos Artemio Coello Coello
- Ran Cheng
In Ocean Engineering
- Kalyanmoy Deb
- Risto Miikkulainen
- Jason Zhi Liang
- Yaoyao Liu
- Qianru Sun
- Bernt Schiele
- Yashesh D. Dhebar
Citations in the corpus
- Evolutionary Bilevel Optimization for Complex Control Tasks (2015, methodology): “In this paper, the issues with grid search are avoided by framing parameter adaptation as a bilevel optimization problem [17].”
- A Review on Bilevel Optimization: From Classical to Evolutionary Approaches and Applications (2017, background): “Some of the approaches that have acknowledged the bilevel nature of this problem are [23], [24], [104], and [154].”