In http://yetanothermathprogrammingconsultant.blogspot.com/2015/12/visualization-of-large-multi-criteria.html we showed some 3D (interactive) plots using plot.ly. Here we look at a pair of 2D projections in Bokeh:
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These are 2D plots of a large set of non-dominated (Pareto optimal) solutions with three objectives (Minimize Cost, Minimize Weight and Maximize Performance). As usual these projection plots are a little bit misleading. We can demonstrate this using an advanced feature of Bokeh: linked plots. When we select some points in the left plot, automatically the corresponding points are shown in the right plot:
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This is also a Javascript based library, so these interactive plots live in a browser. With WebGL enabled, they render very quickly and the User Interface is quite smooth.
