Abstract:Hull form optimization becomes prone to the curse of dimensionality as the number of design variables increases. The traditional sensitivity analysis method requires massive computational fluid dynamics (CFD) computations and analyzing the effects of all variables on the output; thus, it is extremely time-consuming. Considering this, the development of a rapid and effective dimensionality reduction method is particularly important. The Karhunen–Loève (K–L) transform method projects data from a high-dimensional… Show more
“…The paper by Chang et al [3] could be attributed to the area of ship design as it considers some issues related to the optimum design of the ship hull; although, it also deals with the inverse problem of ship resistance. Only the wave-making resistance was subject to minimisation performed with the particle swarm global optimisation algorithm.…”
“…The paper by Chang et al [3] could be attributed to the area of ship design as it considers some issues related to the optimum design of the ship hull; although, it also deals with the inverse problem of ship resistance. Only the wave-making resistance was subject to minimisation performed with the particle swarm global optimisation algorithm.…”
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.