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Kannan Sekar

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Book Open access Jul 2026

Harnessing Symbolic Regression and Nonlinear Programming for Computationally Expensive Multi-Objective Optimization

A surrogate-assisted multi-objective optimization approach that leverages symbolic regression (SR) to construct interpretable analytical approximations of expensive black-box functions and uses iterative construction of surrogates and Tchebycheff scalarization along a set of parallel reference vectors to search for wel...

Kannan Sekar, H. Singh, Tapabrata Ray · 0 citations

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