Hypervolume Indicator for Multi-Objective Problems
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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