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Automated Element Selection from Multiple Basis Families for Nonlinear Function Approximation: A Contextual Bandit-Based Heuristic

Ercan Atam , Zeynep Ellialtı , Şaziye Betül Özateş , Özgür Alperen Gezici YTU , Brüsk Serhat Solgun

SSRN Electronic Journal

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Keywords

Basis (linear algebra) Heuristic Basis function Nonlinear system Simple (philosophy) Function (biology) Selection (genetic algorithm) Radial basis function Chebyshev filter Mathematical optimization Algorithm

Subject Areas

Advanced Multi-Objective Optimization Algorithms ·Computational Theory and Mathematics ·Physical Sciences
Advanced Optimization Algorithms Research ·Numerical Analysis ·Physical Sciences
Advanced Bandit Algorithms Research ·Management Science and Operations Research ·Social Sciences