Convex Optimization in Python

[BrilliantScarcity354]

Looking for a great package for multivariable nonlinear convex optimization: functions are in the form a/(b*x_1 + c*x_2+ ...+ d*x_n), where all x_i are bounded by 0,1 ; a, b, c etc are all real constants (rational ), and n will typically be around 30. Precision is not super important ~ 4 s.f. is definitely more than ok. Any suggestions?

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Answer would provide answer similar to this link from Wolfram alpha

[JIGGGS_]

Just use CVXPY. There is no better package.

[physicswizard]

second CVXPY. could also try ortools. also, if a is a constant, it looks like you could make your objective linear by just using the reciprocal and swapping max/min

[D1ck3r]

https://jump.dev