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Nonlinear programming
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==Implementations== There exist numerous nonlinear programming solvers, including open source: * [[ALGLIB]] (C++, C#, Java, Python API) implements several first-order and derivative-free nonlinear programming solvers * [https://nlopt.readthedocs.io/en/latest/ NLopt] (C/C++ implementation, with numerous interfaces including Julia, Python, R, MATLAB/Octave), includes various nonlinear programming solvers * [[SciPy]] (de facto standard for scientific Python) has scipy.optimize solver, which includes several nonlinear programming algorithms (zero-order, first order and second order ones). * [[IPOPT]] (C++ implementation, with numerous interfaces including C, Fortran, Java, AMPL, R, Python, etc.) is an [[interior point method]] solver (zero-order, and optionally first order and second order derivatives).
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