The present paper describes a method to enhance the capability of, or to broaden the scope
of computational mechanics by using deep learning, which is one of the machine learning …

The current trend in shipyard industry is to reduce the weight of ships to support the
reduction of CO 2 emissions. In this study, the stiffened plate was optimized that is used for …

Abstract (DE) This dissertation presents an exhaustive comparative study on optimization in
structural acoustics. A combination of a commercially available finite element software …

Stiffened plates are widely used in high-performance structures, especially when a high
stiffness/weight ratio is a relevant factor. In this work, the main objective relies on …

Numerous studies have been conducted to minimize material costs and improve efficiency,
one of which involves using the genetic algorithm (GA) for material selection. Although the …

Vibration analysis of simply supported rotating cross-ply laminated stiffened cylindrical shell
is performed using an energy approach which includes variational and averaging method …

This work examines the possibility of using genetic algorithms and some neural networks to
optimise mechanisms. A detailed example shows that using this stochastic method along …

This article presents an improved genetic algorithm with two-level approximation (GATA) to
optimize the distribution and size of stiffeners simultaneously. A novel optimization model of …

This paper deals with the optimization of beam stiffeners on plates by varying their positions
in order to minimize the maximum deflection of the plate. Genetic algorithms are used. The …

Most shipyard companies maintain efficiency in all aspects of their business to survive. One
of these aspects is ship production costs and their reduction. This study proposes a solution …