Work

On Constrained Programming Problems with Singular Designs via Super Convergent Line Series

Year: 2025

Type: article

Abstract: The study extends the Super Convergent Line Series Algorithm to a case where the determinant information matrix of the design is zero by employing the Moore-Penrose inverse approach. The algorithm is tested using a numerical example on a constrained programming problem. The optimal solution obtained by the algorithm compares favorably with the one obtained by an existing Frank-Wolfe method and the value of the optimizer satisfies the given constraint equation.

Source: African Journal of Mathematics and Statistics Studies

DOI: 10.52589/ajmss-x1ml91ki

Authors: Ugbe, T. A., Ofonodo, R., Bassey, E. E., Akpan, S. S.

Institution: University of Calabar

Language: English

Topic: Advanced Optimization Algorithms Research

Subfield: Numerical Analysis

Field: Mathematics

Domain: Physical Sciences

Open Access status: hybrid

OpenAlex ID: W4413066132

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Cites: 10

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Related to: 10