MILP-based discrete sizing and topology optimization of truss structures: new formulation and benchmarking

被引:8
|
作者
Brutting, Jan [1 ]
Senatore, Gennaro [2 ]
Fivet, Corentin [1 ]
机构
[1] Swiss Fed Inst Technol Lausanne EPFL, Struct Xplorat Lab, Passage Cardinal 13b, CH-1700 Fribourg, Switzerland
[2] Swiss Fed Inst Technol Lausanne EPFL, Appl Comp & Mech Lab, Lausanne, Switzerland
关键词
Structural optimization; Truss; Sizing optimization; Topology optimization; Mixed-Integer Linear Programming; Gurobi; OPTIMAL-DESIGN; BRANCH; SCALE; VARIABLES; SHAPE;
D O I
10.1007/s00158-022-03325-7
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Discrete sizing and topology optimization of truss structures subject to stress and displacement constraints has been formulated as a Mixed-Integer Linear Programming (MILP) problem. The computation time to solve a MILP problem to global optimality via a branch-and-cut solver highly depends on the problem size, the choice of design variables, and the quality of optimization constraint formulations. This paper presents a new formulation for discrete sizing and topology optimization of truss structures, which is benchmarked against two well-known existing formulations. Benchmarking is carried out through case studies to evaluate the influence of the number of structural members, candidate cross sections, load cases, and design constraints (e.g., stress and displacement limits) on computational performance. Results show that one of the existing formulations performs significantly worse than all other formulations. In most cases, the new formulation proposed in this work performs best to obtain near-optimal solutions and verify global optimality in the shortest computation time.
引用
收藏
页数:25
相关论文
共 50 条
  • [41] Study on discrete optimization techniques in reliability-based optimization of truss structures
    Stocki, R
    Kolanek, K
    Jendo, S
    Kleiber, M
    [J]. COMPUTERS & STRUCTURES, 2001, 79 (22-25) : 2235 - 2247
  • [42] MILP-based optimization of oxygen distribution system in integrated steel mills
    Zhang, Peikun
    Wang, Li
    Tong, Lige
    [J]. COMPUTERS & CHEMICAL ENGINEERING, 2016, 93 : 175 - 184
  • [43] A lower-bound formulation for the geometry and topology optimization of truss structures under multiple loading
    Benoît Descamps
    Rajan Filomeno Coelho
    [J]. Structural and Multidisciplinary Optimization, 2013, 48 : 49 - 58
  • [44] A lower-bound formulation for the geometry and topology optimization of truss structures under multiple loading
    Descamps, Benoit
    Coelho, Rajan Filomeno
    [J]. STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, 2013, 48 (01) : 49 - 58
  • [45] Distribution System Topology Identification via Efficient MILP-Based WLAV State Estimation
    Fernandes, Thiago Ramos
    Venkatesh, Bala
    de Almeida, Madson Cortes
    [J]. 2023 IEEE POWER & ENERGY SOCIETY GENERAL MEETING, PESGM, 2023,
  • [46] Distribution System Topology Identification via Efficient MILP-Based WLAV State Estimation
    Fernandes, Thiago R.
    Venkatesh, Bala
    de Almeida, Madson C.
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2023, 38 (01) : 75 - 84
  • [47] Topology and sizing optimization of discrete structures using a cooperative coevolutionary genetic algorithm with independent ground structures
    Zhong, Wei
    Su, Ruiyi
    Gui, Liangjin
    Fan, Zijie
    [J]. ENGINEERING OPTIMIZATION, 2016, 48 (06) : 911 - 932
  • [48] Colliding bodies optimization for size and topology optimization of truss structures
    Kaveh, A.
    Mahdavi, V. R.
    [J]. STRUCTURAL ENGINEERING AND MECHANICS, 2015, 53 (05) : 847 - 865
  • [49] Fully Constrained Design: A general and scalable method for discrete member sizing optimization of steel truss structures
    Flager, Forest
    Soremekun, Grant
    Adya, Akshay
    Shea, Kristina
    Haymaker, John
    Fischer, Martin
    [J]. COMPUTERS & STRUCTURES, 2014, 140 : 55 - 65
  • [50] Water cycle, mine blast and improved mine blast algorithms for discrete sizing optimization of truss structures
    Sadollah, Ali
    Eskandar, Hadi
    Bahreininejad, Ardeshir
    Kim, Joong Hoon
    [J]. COMPUTERS & STRUCTURES, 2015, 149 : 1 - 16