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Information Seminar Paper

Title

A GENERALIZED CONJUGATE GRADIENT ALGORITHM

Pages

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Abstract

 IN THIS PAPER, PROBLEMS WHICH ARE FORMULATED AS PROBLEMS OF NONSMOOTH, NONCONVEX OPTIMIZATION WITH A LOCALLY LIPSCHITZ OBJECTIVE FUNCTIONS ARE CONSIDERED. ALSO, WE PRESENT A SIMPLE AND EFFICIENT DESCENT ALGORITHM FOR SOLVING THEM. DESCENT DIRECTIONS IN THIS ALGORITHM ARE COMPUTED BY CONJUGATE GRADIENT METHOD USING THE GENERALIZED GRADIENT. WE COMPARE THE PROPOSED ALGORITHM WITH APPROXIMATE SUBGRADIENT ALGORITHM USING THE RESULTS OF NUMERICAL EXPERIMENTS. THESE RESULTS HAVE BEEN PRESENTED WHICH DEMONSTRATE THE EFFECTIVENESS OF THE PROPOSED ALGORITHM OVER THE APPROXIMATE SUBGRADIENT METHOD.

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    • Cite

    APA: Copy

    Mohamadi Sangachin, M., & KETABCHI, S.. (2013). A GENERALIZED CONJUGATE GRADIENT ALGORITHM. IRANIAN CONFERENCE ON APPLIED MATHEMATICS. SID. https://sid.ir/paper/938527/en

    Vancouver: Copy

    Mohamadi Sangachin M., KETABCHI S.. A GENERALIZED CONJUGATE GRADIENT ALGORITHM. 2013. Available from: https://sid.ir/paper/938527/en

    IEEE: Copy

    M. Mohamadi Sangachin, and S. KETABCHI, “A GENERALIZED CONJUGATE GRADIENT ALGORITHM,” presented at the IRANIAN CONFERENCE ON APPLIED MATHEMATICS. 2013, [Online]. Available: https://sid.ir/paper/938527/en

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