Add a function to convert a PrimitiveTree object into a mathematical expression.#739
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Rabbytr wants to merge 1 commit intoDEAP:masterfrom
Open
Add a function to convert a PrimitiveTree object into a mathematical expression.#739Rabbytr wants to merge 1 commit intoDEAP:masterfrom
Rabbytr wants to merge 1 commit intoDEAP:masterfrom
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This function is so practical! This is exactly what I need. Manually condensing long mathematical expressions is too boring. Also, there's a clerical error, which "'x1': sp.Symbol('x0', positive=True)" should be "'x1': sp.Symbol('x1', positive=True)" . terminal_sym_mapping can also be represented by : terminal_sym_mapping = { |
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One major advantage of genetic programming is the ability to obtain specific tree-like expressions.
However, the current representation of
PrimitiveTreestill involves function calls:This representation may not be easy to understand.
Converting tree-like expressions into mathematical expressions can significantly facilitate human observation and analysis. The above example can be simplified to:
Although this may still be challenging to comprehend, it is indeed clearer compared to the previous representation, right?
In this commit, I added a member function to
PrimitiveTreethat allows it to convert itself into a mathematical expression string:Example: