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Published online by Cambridge University Press: 16 December 2024
In this paper, we present a characterization of strong subdifferentiability of the norm of bounded linear operators on $\ell _p$ spaces,
$1\leq p<\infty $. Furthermore, we prove that the set of all bounded linear operators in
${B}(\ell _p, \ell _q)$ for which the norm of
${B}(\ell _p, \ell _q)$ is strongly subdifferentiable is dense in
${B}(\ell _p, \ell _q)$. Additionally, we present a characterization of Fréchet differentiability of the norm of bounded linear operators from
$\ell _p$ to
$\ell _q$, where
$1 < p, q < \infty $. Applying this result, we will show that the Fréchet differentiability and the Gateaux differentiability of the norm of bounded linear operators on
$\ell _p$ spaces coincide, extending a known theorem regarding the operator norm on Hilbert spaces.
A portion of this research has been supported through the JC Bose National Fellowship and grant of Prof. Debashish Goswami, sponsored by the Science and Engineering Research Board (SERB) under the Government of India.