This paper addresses the spectral analysis of operators acting on reproducing kernel Hilbert spaces equipped with a semi-inner product induced by a positive operator $ \mathbb{A} $. A fundamental challenge in this setting is the geometric discrepancy between the normalized reproducing kernels and the unit $ \mathbb{A} $-sphere, which renders classical numerical radius techniques inapplicable. By overcoming this structural obstacle, we establish sharp inequalities for the $ \mathbb{A} $-Berezin number and $ \mathbb{A} $-Berezin norm. Our main contribution involves the derivation of multiparametric estimates for triple operator products of the form $ \mathrm{P}^{\alpha}X\mathrm{R}^{\alpha} $ involving Schatten-type exponents. These results generalize and refine existing bounds in the literature. Furthermore, we provide a qualitative analysis of the obtained bounds through weighted Toeplitz operators on Hardy spaces and verify the theoretical findings with concrete matrix examples involving the geometric behavior of weight functions.
Citation: Xiu-Liang Qiu, Mehmet Gürdal, Selim Çetin, Ömer Kişi, Qing-Bo Cai. Spectral estimates for multiparametric operator products via the $ \mathbb{A} $-Berezin norm in RKHS[J]. AIMS Mathematics, 2026, 11(3): 6217-6230. doi: 10.3934/math.2026256
This paper addresses the spectral analysis of operators acting on reproducing kernel Hilbert spaces equipped with a semi-inner product induced by a positive operator $ \mathbb{A} $. A fundamental challenge in this setting is the geometric discrepancy between the normalized reproducing kernels and the unit $ \mathbb{A} $-sphere, which renders classical numerical radius techniques inapplicable. By overcoming this structural obstacle, we establish sharp inequalities for the $ \mathbb{A} $-Berezin number and $ \mathbb{A} $-Berezin norm. Our main contribution involves the derivation of multiparametric estimates for triple operator products of the form $ \mathrm{P}^{\alpha}X\mathrm{R}^{\alpha} $ involving Schatten-type exponents. These results generalize and refine existing bounds in the literature. Furthermore, we provide a qualitative analysis of the obtained bounds through weighted Toeplitz operators on Hardy spaces and verify the theoretical findings with concrete matrix examples involving the geometric behavior of weight functions.
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