Optimizing complex simulations? Use Scipy interpolation

Instead of using fancy optimization algorithms, in many cases, we can use simple interpolation (Scipy) for fast optimization

Tirthajyoti Sarkar
Towards Data Science
6 min readOct 27, 2021

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Image source: Created by the author

Background

Interpolating experimental or simulation data in complex scientific or business studies is a fairly common practice. In…

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Sr. Director of AI/ML platform | Stories on Artificial Intelligence, Data Science, and ML | Speaker, Open-source contributor, Author of multiple DS books