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Nonlocal Sensitivity Analysis with Automatic Differentiation

Author

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  • Tesfatsion, Leigh

Abstract

This encyclopedia entry summarizes work by Robert E. Kalaba and Leigh Tesfatsion on nonlocal sensitivity analysis (sensitivity analysis over parameter intervals). A complete differential system for accomplishing this nonlocal sensitivity analysis is implemented by means a Fortran program "Nasa" (Nonlocal Automated Sensitivity Analysis). The Nasa program incorporates a fairly substantial library for the forward-mode automatic evaluation of partial derivatives through order three as well as an adaptive homotopy method for automatically obtaining all required initial conditions. Related work can be accessed at: http://www2.econ.iastate.edu/tesfatsi/NASAHome.htm

Suggested Citation

  • Tesfatsion, Leigh, 2001. "Nonlocal Sensitivity Analysis with Automatic Differentiation," Staff General Research Papers Archive 1990, Iowa State University, Department of Economics.
  • Handle: RePEc:isu:genres:1990
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    File URL: http://www2.econ.iastate.edu/tesfatsi/nasahome.htm
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    Cited by:

    1. Koesrinartoto, D. & Sun, Junjie & Tesfatsion, Leigh, 2005. "An agent-based computational laboratory for testing the economic reliability of wholesale power market designs," ISU General Staff Papers 200501010800001043, Iowa State University, Department of Economics.

    More about this item

    Keywords

    automated sensitivity analysis; Parameterized nonlinear equations; nonlocal solution tracking; Nasa program;
    All these keywords.

    JEL classification:

    • C6 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling

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