# Inverse problem for time-series valued computer model via scalarization

arXiv: https://arxiv.org/abs/1605.09503 · HTML: https://mlsanity.com/paper/1605.09503/

## Key facts

- Cited by 1 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 31 May 2016.

## Built on by (most cited first, 1 of 1)

- [Targeted Adaptive Design](https://mlsanity.com/paper/2205.14208/) (2022)

## Abstract (arXiv)

For an expensive to evaluate computer simulator, even the estimate of the overall surface can be a challenging problem. In this paper, we focus on the estimation of the inverse solution, i.e., to find the set(s) of input combinations of the simulator that generates (or gives good approximation of) a pre-determined simulator output. Ranjan et al. (2008) proposed an expected improvement criterion under a sequential design framework for the inverse problem with a scalar valued simulator. In this paper, we focus on the inverse problem for a time-series valued simulator. We have used a few simulated and two real examples for performance comparison.