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We give a survey of geometric methods used in papers and books by V. I. Arnold and V. V. Kozlov. They are methods of different normal forms, of different polyhedra, of small denominators and of asymptotic expansions. 

geometric method, normal form, asymptotic expansion, Painlevé equation, Hamiltonian system.