Search Results - "Ibrahim, Sulaiman Mohammed"

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    The global convergence of spectral RMIL conjugate gradient method for unconstrained optimization with applications to robotic model and image recovery by Salihu, Nasiru, Kumam, Poom, Awwal, Aliyu Muhammed, Sulaiman, Ibrahim Mohammed, Seangwattana, Thidaporn

    Published in PloS one (16-03-2023)
    “…In 2012, Rivaie et al. introduced RMIL conjugate gradient (CG) method which is globally convergent under the exact line search. Later, Dai (2016) pointed out…”
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    Journal Article
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    Shamanskii Method for Solving Parameterized Fuzzy Nonlinear Equations by Ibrahim, Sulaiman Mohammed, Mamat, Mustafa, Ghazali, Puspa Liza

    “…One of the most significant problems in fuzzy set theory is solving fuzzy nonlinear equations. Numerous researches have been done on numerical methods for…”
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    A sufficient descent hybrid conjugate gradient method without line search consideration and application by Salihu, Nasiru, Kumam, Poom, Ibrahim, Sulaiman Mohammed, Babando, Huzaifa Aliyu

    Published in Engineering computations (09-07-2024)
    “…PurposePrevious RMIL versions of the conjugate gradient method proposed in literature exhibit sufficient descent with Wolfe line search conditions, yet their…”
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    Journal Article
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    Some novel mathematical analysis on the fractional‐order 2019‐nCoV dynamical model by Owoyemi, Abiodun Ezekiel, Sulaiman, Ibrahim Mohammed, Kumar, Pushpendra, Govindaraj, Venkatesan, Mamat, Mustafa

    “…Since December 2019, the whole world has been facing the big challenge of Covid‐19 or 2019‐nCoV. Some nations have controlled or are controlling the spread of…”
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    Generalized RMIL conjugate gradient method under the strong Wolfe line search with application in image processing by Awwal, Aliyu Muhammed, Wang, Lin, Kumam, Poom, Sulaiman, Mohammed Ibrahim, Salisu, Sani, Salihu, Nasiru, Yodjai, Petcharaporn

    “…RMIL conjugate gradient method originally proposed by Rivaie et al. (2012) has recently gained lots of attention. In this article, we propose a generalized…”
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    A comprehensive study of the novel 4D hyperchaotic system with self-exited multistability and application in the voice encryption by Benkouider, Khaled, Sambas, Aceng, Bonny, Talal, Al Nassan, Wafaa, Moghrabi, Issam A. R., Sulaiman, Ibrahim Mohammed, Hassan, Basim A., Mamat, Mustafa

    Published in Scientific reports (06-06-2024)
    “…This paper describes a novel 4-D hyperchaotic system with a high level of complexity. It can produce chaotic, hyperchaotic, periodic, and quasi-periodic…”
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    Journal Article
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    On three-term conjugate gradient method for optimization problems with applications on COVID-19 model and robotic motion control by Sulaiman, Ibrahim Mohammed, Malik, Maulana, Awwal, Aliyu Muhammed, Kumam, Poom, Mamat, Mustafa, Al-Ahmad, Shadi

    Published in Advances in continuous and discrete models (04-01-2022)
    “…The three-term conjugate gradient (CG) algorithms are among the efficient variants of CG algorithms for solving optimization models. This is due to their…”
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    Application of spectral conjugate gradient methods for solving unconstrained optimization problems by Ibrahim, Sulaiman Mohammed, Yakubu, Usman Abbas, Mamat, Mustafa

    “…Conjugate gradient (CG) methods are among the most efficient numerical methods for solving unconstrained optimization problems. This is due to their simplicty…”
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    Journal Article
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    A new family of hybrid three-term conjugate gradient method for unconstrained optimization with application to image restoration and portfolio selection by Malik, Maulana, Sulaiman, Ibrahim Mohammed, Abubakar, Auwal Bala, Ardaneswari, Gianinna, Sukono

    Published in AIMS mathematics (2023)
    “…The conjugate gradient (CG) method is an optimization method, which, in its application, has a fast convergence. Until now, many CG methods have been developed…”
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    Journal Article
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    An efficient spectral minimization of the Dai-Yuan method with application to image reconstruction by Salihu, Nasiru, Kumam, Poom, Sulaiman, Ibrahim Mohammed, Seangwattana, Thidaporn

    Published in AIMS mathematics (01-01-2023)
    “…In this paper, a spectral Dai and Yuan conjugate gradient (CG) method is proposed based on the generalized conjugacy condition for large-scale unconstrained…”
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  14. 14

    WEED DETECTION ON CARROTS USING CONVOLUTIONAL NEURAL NETWORK AND INTERNET OF THING BASED SMARTPHONE by Patria, Lintang, Sambas, Aceng, Sulaiman, Ibrahim Mohammed, Mohamed, Mohamed Afendee, Rusyn, Volodymyr, Samila, Andrii

    “…This study proposes a method based on Convolutional Neural Network (CNN) for automated detection of weed in color image format. The image is captured and…”
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    A Spectral RMIL+ Conjugate Gradient Method for Unconstrained Optimization With Applications in Portfolio Selection and Motion Control by Awwal, Aliyu Muhammed, Sulaiman, Ibrahim Mohammed, Malik, Maulana, Mamat, Mustafa, Kumam, Poom, Sitthithakerngkiet, Kanokwan

    Published in IEEE access (2021)
    “…The Spectral conjugate gradient (SCG) methods are among the efficient variants of CG algorithms which are obtained by combining the spectral gradient parameter…”
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    Modified spectral conjugate gradient iterative scheme for unconstrained optimization problems with application on COVID-19 model by Novkaniza, Fevi, Malik, Maulana, Sulaiman, Ibrahim Mohammed, Aldila, Dipo

    “…In this work, a new class of spectral conjugate gradient (CG) method is proposed for solving unconstrained optimization models. The search direction of the new…”
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    An optimal choice Dai-Liao conjugate gradient algorithm for unconstrained optimization and portfolio selection by Sabi'u, Jamilu, Sulaiman, Ibrahim Mohammed, Kaelo, P., Malik, Maulana, Kamaruddin, Saadi Ahmad

    Published in AIMS mathematics (2024)
    “…In this research, we propose an optimal choice for the non-negative constant in the Dai-Liao conjugate gradient formula based on the prominent Barzilai-Borwein…”
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    A Derivative-Free MZPRP Projection Method for Convex Constrained Nonlinear Equations and Its Application in Compressive Sensing by Sulaiman, Ibrahim Mohammed, Awwal, Aliyu Muhammed, Malik, Maulana, Pakkaranang, Nuttapol, Panyanak, Bancha

    Published in Mathematics (Basel) (01-08-2022)
    “…Nonlinear systems of equations are widely used in science and engineering and, therefore, exploring efficient ways to solve them is paramount. In this paper, a…”
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