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By the Lagrangian multiplier and constraint variational derivative, a relationship between conserved quantities and multi‐Hamiltonian structures is built. Using the relation, a method is founded to prove the infinite‐dimensional Liouville integrability of evolution equations with continuous variables. As the application, the conservation laws of the Kundu equation are first obtained. Its conserved...