Approximating Functions in a Metric Space

Published: 13 February 2021
on channel: Dr. Will Wood
56,452
1.9k

Approximations are common in many areas of mathematics from Taylor series to machine learning.
In this video, we will define what is meant by a best approximation and prove that a best approximation exists in a metric space.

Chapters
0:00 - Examples of Approximation
0:46 - Best Aproximations (definition)
2:32 - Existence proof
7:18 - Summary

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The Approximation Theory series is based on the book "Approximation Theory and Methods" by M.J.D. Powell:
https://amzn.to/4fd13aM

Errata and Clarifications:
A compact subset of a metric space is closed and bounded but a closed and bounded subset of a metric space is not always compact. Please consider the closed versus open set section as illustrative only as the proof strictly requires compactness.

This video was made using:
Animation - Apple Keynote
Editing - DaVinci Resolve
Mic - Shure SM58 https://amzn.to/3gNC801

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