# Advanced Multi-Objective Optimization Algorithms

**Type:** Topics  
**Canonical URL:** https://scholariq.org/topics/advanced-multi-objective-optimization-algorithms-2/

## Facts

| Field | Value |
| --- | --- |
| Citations | 1,034,977 |
| Description | This cluster of papers focuses on the application of evolutionary algorithms, surrogate modeling, and optimization techniques to solve multiobjective optimization problems. It covers topics such as genetic algorithms, Pareto fronts, Bayesian optimization, and the use of surrogate models like Kriging for engineering design. |
| Domain | Physical Sciences |
| Field | Computer Science |
| OpenAlex ID | https://openalex.org/T10848 |
| Works | 45,371 |

## Topic researchers

Showing 12 of 20.

- [Yoshua Bengio](https://scholariq.org/researchers/yoshua-bengio/)
- [Donald B. Rubin](https://scholariq.org/researchers/donald-b-rubin/)
- [Jürgen Schmidhuber](https://scholariq.org/researchers/jurgen-schmidhuber/)
- [Kalyanmoy Deb](https://scholariq.org/researchers/kalyanmoy-deb/)
- [Seyedali Mirjalili](https://scholariq.org/researchers/seyedali-mirjalili/)
- [Stephen Boyd](https://scholariq.org/researchers/stephen-boyd/)
- [Francisco Herrera](https://scholariq.org/researchers/francisco-herrera/)
- [Andrew Y. Ng](https://scholariq.org/researchers/andrew-y-ng/)
- [George E. P. Box](https://scholariq.org/researchers/george-e-p-box/)
- [Emmanuel J. Candès](https://scholariq.org/researchers/emmanuel-j-candes/)
- [James Kennedy](https://scholariq.org/researchers/james-kennedy/)
- [George Em Karniadakis](https://scholariq.org/researchers/george-em-karniadakis/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.