Optimization and SimulationΒΆ

  • `Neldermead`_

    • fminsearch Computes the unconstrained minimimum of given function with the Nelder-Mead algorithm.
    • `neldermead`_ Provides direct search optimization algorithms.
    • neldermead_overview An overview of the Nelder-Mead toolbox.
    • nmplot Provides direct search optimization algorithms.
    • optimget Queries an optimization data structure.
    • optimplotfunccount Plot the number of function evaluations of an optimization algorithm
    • optimplotfval Plot the function value of an optimization algorithm
    • optimplotx Plot the value of the parameters of an optimization algorithm
    • optimset Configures and returns an optimization data structure.
  • Optimization base

    • optimbase Provides an abstract class for a general optimization component.
  • Optimization simplex

    • optimsimplex Manage a simplex with arbitrary number of points.
  • Semidefinite Programming

    • aplat Flattens a list.
    • list2vec Concatenates list entries in a matrix.
    • lmisolver Solve linear matrix inequations.
    • lmitool Graphical tool for solving linear matrix inequations.
    • pack Compress a list of block-diagonal symmetric matrices.
    • recons Inverse function for aplat.
    • semidef Solve semidefinite problems.
    • unpack Uncompress a list of block-diagonal symmetric matrices.
    • vec2list Inverse function of list2vec.
  • NDcost generic external for optim computing gradient using finite differences

  • datafit Parameter identification based on measured data

  • derivative approximate derivatives of a function

  • fit_dat Parameter identification based on measured data

  • fsolve find a zero of a system of n nonlinear functions

  • karmarkar Solves a linear optimization problem.

  • leastsq Solves non-linear least squares problems

  • lsqrsolve minimize the sum of the squares of nonlinear functions, levenberg-marquardt algorithm

  • numdiff numerical gradient estimation

  • optim non-linear optimization routine

  • qld linear quadratic programming solver

  • qp_solve linear quadratic programming solver builtin

  • qpsolve linear quadratic programming solver

  • readmps Reads a Linear Program from a MPS file.

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