algorithmic modeling for Rhino



Wallacei (which includes Wallacei Analytics and Wallacei X) is an evolutionary engine that allows users to run evolutionary simulations in Grasshopper 3D through utilising highly detailed analytic tools coupled with various comprehensive selection methods, including algorithmic clustering, to assist users to better understand their evolutionary runs, and make more informed decisions at all stages of their evolutionary simulations; including setting up the design problem, analysing the outputted results and selecting the desired solution or solutions for the final output. Wallacei also provides users with the ability to select, reconstruct and output any phenotype from the population after completing their simulation.


The free plugin is streamlined to give users efficient access to the data outputted by their evolutionary simulations, and enable clear and efficient methods for analysis and selection – The aim is for users (of all degrees of expertise) to better understand their evolutionary simulations, gain a thorough understanding of the outputted numeric values, and seamlessly extract the optimised data; all within one user interface.


Wallacei X employs the NSGA-2 algorithm (Deb et. al., 2001) as the primary evolutionary algorithm, and utilises the K-means method as the clustering algorithm. Additionally, Wallacei X incorporates the JMetal, LiveCharts and HelixToolkit libraries.

Wallacei is founded on the research conducted by Mohammed Makki during his Doctoral studies at the Architectural Association under the directorship of Dr. Michael Weinstock; and has been developed by Mohammed Makki, Milad Showkatbakhsh and Yutao Song.


Although Wallacei has been streamlined for Rhino 6, the plugin can also be installed in Rhino 5 (both 64 and 32 bit platforms).


To learn more about Wallacei, and gain access to video tutorials and the ‘Wallacei Primer’, please visit:

Location: London
Members: 76
Latest Activity: on Thursday

Discussion Forum

K-Means clustering in wallacei.

the number of clusters is inputted by person, is there any way that wallacei to consider the optimize number of clusters?(I think this process is better done by algorithm), maybe i'm wrong!Continue

Started by Amir Homayouni Rad on Thursday.

Wallacei UI not opening 1 Reply

Hi!I made a script to understand shortest path on a site and i wanted to generate iterations in wallacei, except the UI doesn't open. I tried to do the same in galapagos but it takes only one fitness…Continue

Started by Nimisha Varghese. Last reply by milad Oct 1.

Fittest values for selected slider 2 Replies

Hi,I have 2 sliders attached as genes.One of them controls the quantity of the points the other one (gene pool) controls their positions.I would like to export the fittest solutions for each of the…Continue

Started by Mesrop Andriasyan. Last reply by Mesrop Andriasyan Sep 24.

Better values shown large on diamond fitness chart 2 Replies

Hi all,I am running simulations where some fitness values are maximized and some are minimized, I am fine to get this working by inversing some of the values. The issue is when I am using the diamond…Continue

Started by Tom Sutherland. Last reply by Tom Sutherland Sep 3.


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