Hypervolume Indicator for Multi-Objective Problems

Publicado em: 06 Janeiro 2019
no canal de: Dr. Shahin Rostami
13,259
375

An introduction to the Hypervolume Indicator, with a worked through visualised example. The Hypervolume Indicator (HV) is extremely useful when dealing with Multi-Objective Problems, e.g. when using Evolutionary Algorithms for Optimisation or Machine Learning.

This introduction is intended for everyone, specially those who are interested in learning about something new. No pre-existing knowledge of the subject or any scientific background is expected.

This entire presentation was coded in Unity3D, including the interactive Hypervolume Indicator visualisations.

Twitter:
@ShahinRostami (  / shahinrostami  )

My website:
http://shahinrostami.com

Tutorial Articles:
https://blog.shahinrostami.com

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Ending music attribution:

Moonstone Kevin MacLeod (incompetech.com)
Licensed under Creative Commons: By Attribution 3.0 License http://creativecommons.org/licenses/b...

Topics: data science, visualization, computing, pareto, stochastic


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