In this paper the authors study the boundedness for a large class of sublinear operators \documentclass[12pt]{minimal}
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\begin{document}$${T_{\alpha}, \alpha \in [0,n)}$$\end{document} generated by Calderón–Zygmund operators (α = 0) and generated by Riesz potential operator (α > 0) on generalized Morrey spaces \documentclass[12pt]{minimal}
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\begin{document}$${M_{p,\varphi}}$$\end{document} . As an application of the above result, the boundeness of the commutator of sublinear operators \documentclass[12pt]{minimal}
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\begin{document}$${T_{b,\alpha}, \alpha \in [0,n)}$$\end{document} on generalized Morrey spaces is also obtained. In the case \documentclass[12pt]{minimal}
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\begin{document}$${b \in BMO}$$\end{document} and Tb,α is a sublinear operator, we find the sufficient conditions on the pair \documentclass[12pt]{minimal}
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\begin{document}$${(\varphi_1,\varphi_2)}$$\end{document} which ensures the boundedness of the operators \documentclass[12pt]{minimal}
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\begin{document}$${T_{b,\alpha}, \alpha \in [0,n)}$$\end{document} from one generalized Morrey space \documentclass[12pt]{minimal}
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\begin{document}$${M_{p,\varphi_1}}$$\end{document} to another \documentclass[12pt]{minimal}
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\begin{document}$${M_{q,\varphi_2}}$$\end{document} with 1/p − 1/q = α/n. In all the cases the conditions for the boundedness are given in terms of Zygmund-type integral inequalities on \documentclass[12pt]{minimal}
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\begin{document}$${(\varphi_1,\varphi_2)}$$\end{document} , which do not assume any assumption on monotonicity of \documentclass[12pt]{minimal}
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\begin{document}$${\varphi_1, \, \varphi_2}$$\end{document} in r. Conditions of these theorems are satisfied by many important operators in analysis, in particular, Littlewood–Paley operator, Marcinkiewicz operator and Bochner–Riesz operator.