vix.ing · top · new · best · stats

Topology Optimization with Bilevel Knapsack: An Efficient 51 Lines MATLAB Code

2019/02/03 by Vittorio Latorre, Latorre, Vittorio
Mathematics · #FOS: Mathematics #Optimization and Control (math.OC) #math.OC

paper · pdf · doi:10.48550/arxiv.1902.00877

15 pages, 24 figures

arxiv created 2019/02/03 · arxiv updated 2019/02/05

Abstract

This paper presents an efficient 51 lines Matlab code to solve topology optimization problems. By the fact that the presented code is based on an hard 0-1 optimization method that handles the integer part of the optimization in a simple fashion and in sub-polynomial time, it has been possible to not only reduce the number of lines to 51 without sacrificing any readability, but also to obtain void-solid designs with close to none checkerboard patterns with improved efficiency. The numerical results in the paper show that the proposed method has the best average times compared to several codes available in literature. We also present extensions to different boundary conditions and to three dimensional designs. The code can be used by students and the newcomers in topology optimization because of its simplicity and readability. The 51 lines Matlab code and the presented extensions can be downloaded on the webpage https://github.com/vlatorre847/TOSSE.

Related