Author

Muhammad Aqiil Iqmal Ishak

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Open access Sep 2026

Non-Negative Generalized Parameter of the Hybrid Memoryless Three-Term Conjugate Gradient Method

The Conjugate Gradient (CG) method is a well-established technique for solving optimization problems, particularly in large-scale applications. Despite its popularity, classical CG methods often face computational inefficiencies in high-dimensional tasks. This study addresses these limitations by developing the Hybrid...

Novelan Kumar Sivagumar, S. M. Marjugi, Muhammad Aqiil Iqmal Ishak · Applied mathematics and comp... · 0 citations

Open access Sep 2026

A Variant of Self-Adjusting Spectral Hybrid Dai-Liao Conjugate Gradient Method

The Conjugate Gradient method is a popular optimization technique known for its fast convergence and low memory requirements. These advantages make it efficient for solving unconstrained problems of various scales. This study presents a spectral convex combination modification of the Liu Storey method for unconstrained...

Muhammad Aqiil Iqmal Ishak, Nurfaqiha Abu Salim, S. M. Marjugi · Applied mathematics and comp... · 0 citations