2015-1-25 levmar

本文介绍了LevMar优化库,该库提供了一系列用于非线性最小二乘法优化的函数,支持无约束、线性等约束条件,并提供了不同精度级别的函数选项。此外,还提供了一些方便使用的封装函数。

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网址:http://users.ics.forth.gr/~lourakis/levmar/

测试小程序(Fortran)http://people.sc.fsu.edu/~jburkardt/f_src/test_nls/test_nls.html

主要包含的函数:

  • Unconstrained optimization
    • dlevmar_der(): double precision, analytic Jacobian
    • dlevmar_dif(): double precision, finite difference approximated Jacobian
    • slevmar_der(): single precision, analytic Jacobian
    • slevmar_dif(): single precision, finite difference approximated Jacobian

  • Constrained optimization
    • dlevmar_lec_der(): double precision, linear equation constraints, analytic Jacobian
    • dlevmar_lec_dif(): double precision, linear equation constraints, finite difference approximated Jacobian
    • slevmar_lec_der(): single precision, linear equation constraints, analytic Jacobian
    • slevmar_lec_dif(): single precision, linear equation constraints, finite difference approximated Jacobian

    • dlevmar_bc_der(): double precision, box constraints, analytic Jacobian
    • dlevmar_bc_dif(): double precision, box constraints, finite difference approximated Jacobian
    • slevmar_bc_der(): single precision, box constraints, analytic Jacobian
    • slevmar_bc_dif(): single precision, box constraints, finite difference approximated Jacobian

    • dlevmar_blec_der(): double precision, box & linear equation constraints, analytic Jacobian
    • dlevmar_blec_dif(): double precision, box & linear equation constraints, finite difference approximated Jacobian
    • slevmar_blec_der(): single precision, box & linear equation constraints, analytic Jacobian
    • slevmar_blec_dif(): single precision, box & linear equation constraints, finite difference approximated Jacobian

    • dlevmar_bleic_der(): double precision, box, linear equation & inequality constraints, analytic Jacobian
    • dlevmar_bleic_dif(): double precision, box, linear equation & inequality constraints, finite difference approximated Jacobian
    • slevmar_bleic_der(): single precision, box, linear equation & inequality constraints, analytic Jacobian
    • slevmar_bleic_dif(): single precision, box, linear equation & inequality constraints, finite difference approximated Jacobian

    • Convenience wrappers xlevmar_blic_der()/xlevmar_blic_dif()xlevmar_leic_der()/xlevmar_leic_dif() &xlevmar_lic_der()/xlevmar_lic_dif() to xlevmar_bleic_der()/xlevmar_bleic_dif() are also provided.

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