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Aziz Ullah Attai

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Review Open access Jul 2026

A Comprehensive Review of Theoretical Foundations and Algorithmic Advances in Linear Semi-Infinite Programming (LSIP): Classical Theory and Recent Developments

Simplex-like methods remain theoretically important and practically useful under appropriate regularity and separation assumptions and provide a foundation for modern hybrid approaches such as interior-point/simplex methods, smoothing techniques, and learning-based strategies.

Mohammad Ehsan Sorosh, M. Haidary, Aziz Ullah Attai · 0 citations

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