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pyGOURGS - global optimization of n-ary tree representable problems using uniform random global search

Sohrab Towfighi

This software package solves problems whose solutions can be represented as n-ary trees. These problems are typically solved using genetic programming. For these problems, there is often little to no relationship between the data structure representation of a candidate solution and the ultimate performance of the candidate solution, once the data structure representation has been evaluated to its human readable form. This makes pure random search an attractive algorithm with which to solve these kinds of problems. This software is aimed at engineers, researchers and data scientists working in data analysis and computational optimization.

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