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I think the interface with SymbolicUtils.jl could be expanded in some ways. Some ideas:
Pass simplification rules to Options as a SymbolicUtils.RuleSet. This would allow simplification to be done even with custom operators.
Have a time limit on simplification. If the time limit passes, the original expression is returned.
I found that some expressions took exponentially longer to simplify. Having a simple time limit would fix this.
Randomly simplify a subexpression, rather than the entire expression, during the simplification mutation. This would also help with the long simplification time of more complex expressions.
I think the interface with SymbolicUtils.jl could be expanded in some ways. Some ideas:
Options
as aSymbolicUtils.RuleSet
. This would allow simplification to be done even with custom operators.What do you think @AlCap23 @ChrisRackauckas?
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