In this paper, we consider an optimization of the hull shape in order to minimize the total resistance of a ship.
The total resistance is assumed to be the sum of the wave resistance computed on the basis of the thin-ship
theory and the frictional resistance. Smoothness of hull lines is proved with mathematical procedure, in which
differentials of the hull lines functions are analyzed. The wave-making resistance optimization, involving
a genetic algorithm, uses Michell integral to calculate wave resistance. A certain hull form is generated
by the method using cross section information of a modified DTMB model ship 5415 and a comparative
experiment is carried out. Experimental and calculation result show that the method is of good adaptability
for designing certain types of ships with excellent resistance performance.