RSM and ANN modeling of the energy absorption behavior of steel thin-walled columns: a multi-objective optimization using the genetic algorithm

A. Dadrasi; A. R. Albooyeh; S. Fooladpanjeh; M. Danaei Shad; M. Beynaghi

doi:10.1007/s40430-020-02643-5

RSM and ANN modeling of the energy absorption behavior of steel thin-walled columns: a multi-objective optimization using the genetic algorithm

Journal of the Brazilian Society of Mechanical Sciences and Engineering ◽

10.1007/s40430-020-02643-5 ◽

2020 ◽

Vol 42 (11) ◽

Author(s):

A. Dadrasi ◽

A. R. Albooyeh ◽

S. Fooladpanjeh ◽

M. Danaei Shad ◽

M. Beynaghi

Keyword(s):

Genetic Algorithm ◽

Energy Absorption ◽

Multi Objective Optimization ◽

Multi Objective ◽

Ann Modeling ◽

Thin Walled

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RSM and ANN modeling for production of Al 6351/ egg shell reinforced composite: Multi objective optimization using genetic algorithm

Materials Today Communications ◽

10.1016/j.mtcomm.2019.100674 ◽

2020 ◽

Vol 22 ◽

pp. 100674

Author(s):

Chidozie Chukwuemeka Nwobi-Okoye ◽

Chizoba Uzoma Uzochukwu

Keyword(s):

Genetic Algorithm ◽

Multi Objective Optimization ◽

Multi Objective ◽

Ann Modeling ◽

Reinforced Composite ◽

Egg Shell

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RSM and ANN Modeling for Production of Newbouldia Laevies Fibre and Recycled High Density Polyethylene Composite: Multi Objective Optimization Using Genetic Algorithm

Fibers and Polymers ◽

10.1007/s12221-020-9597-1 ◽

2020 ◽

Vol 21 (4) ◽

pp. 898-909

Author(s):

Chidozie Chukwuemeka Nwobi-Okoye ◽

Martins Kenechukwu Anyichie ◽

Clement Uche Atuanya

Keyword(s):

Genetic Algorithm ◽

High Density Polyethylene ◽

High Density ◽

Multi Objective Optimization ◽

Multi Objective ◽

Polyethylene Composite ◽

Ann Modeling

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Multi-objective optimization of thin-walled sandwich tubes with lateral corrugated tubes in the middle for energy absorption

Thin-Walled Structures ◽

10.1016/j.tws.2018.12.040 ◽

2019 ◽

Vol 137 ◽

pp. 303-317 ◽

Cited By ~ 11

Author(s):

Xiaolin Deng ◽

Wangyu Liu

Keyword(s):

Energy Absorption ◽

Multi Objective Optimization ◽

Multi Objective ◽

Thin Walled

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Multi-Objective Optimization of aluminum hollow tubes for vehicle crash energy absorption using a genetic algorithm and neural networks

Thin-Walled Structures ◽

10.1016/j.tws.2011.08.009 ◽

2011 ◽

Vol 49 (12) ◽

pp. 1605-1615 ◽

Cited By ~ 51

Author(s):

Javad Marzbanrad ◽

Mohammad Reza Ebrahimi

Keyword(s):

Genetic Algorithm ◽

Neural Networks ◽

Energy Absorption ◽

Multi Objective Optimization ◽

Multi Objective ◽

Vehicle Crash

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RSM and ANN modeling for electrocoagulation of copper from simulated wastewater: Multi objective optimization using genetic algorithm approach

Desalination ◽

10.1016/j.desal.2011.01.083 ◽

2011 ◽

Vol 274 (1-3) ◽

pp. 74-80 ◽

Cited By ~ 95

Author(s):

Manpreet S. Bhatti ◽

Dhriti Kapoor ◽

Rajeev K. Kalia ◽

Akepati S. Reddy ◽

Ashwani K. Thukral

Keyword(s):

Genetic Algorithm ◽

Multi Objective Optimization ◽

Multi Objective ◽

Ann Modeling ◽

Genetic Algorithm Approach ◽

Simulated Wastewater

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A multi-objective optimization of energy absorption properties of thin-walled circular tube with combined bar extrusion under quasi-static axial loading: Experiments and numerical simulation

International Journal of Mechanical Sciences ◽

10.1016/j.ijmecsci.2020.105691 ◽

2020 ◽

Vol 180 ◽

pp. 105691

Author(s):

Ali Ghasemi ◽

Mahmoud Shakeri ◽

Seyed Ali Sadough Vanini

Keyword(s):

Numerical Simulation ◽

Energy Absorption ◽

Circular Tube ◽

Axial Loading ◽

Multi Objective Optimization ◽

Absorption Properties ◽

Multi Objective ◽

Thin Walled

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MULTI-OBJECTIVE OPTIMIZATION OF OFFSHORE TSUNAMI OBSERVATION POINTS BY GENETIC ALGORITHM

Journal of Japan Society of Civil Engineers Ser B2 (Coastal Engineering) ◽

10.2208/kaigan.76.2_i_325 ◽

2020 ◽

Vol 76 (2) ◽

pp. I_325-I_330

Author(s):

Kazutoshi KURAMOTO ◽

Fumiyasu MAKINOSHIMA ◽

Anawat SUPPASRI ◽

Fumihiko IMAMURA

Keyword(s):

Genetic Algorithm ◽

Multi Objective Optimization ◽

Multi Objective

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Multi-Objective Optimization for Energy Absorption of Carbon Fiber-Reinforced Plastic/Aluminum Hybrid Circular Tube under Both Transverse and Axial Loading

Journal of Materials Engineering and Performance ◽

10.1007/s11665-020-04941-4 ◽

2020 ◽

Vol 29 (9) ◽

pp. 5609-5624

Author(s):

Qihua Ma ◽

Boyan Dong ◽

Yibin Zha ◽

Jiarui Sun ◽

Xuehui Gan ◽

...

Keyword(s):

Carbon Fiber ◽

Energy Absorption ◽

Circular Tube ◽

Axial Loading ◽

Carbon Fiber Reinforced Plastic ◽

Multi Objective Optimization ◽

Fiber Reinforced ◽

Fiber Reinforced Plastic ◽

Multi Objective ◽

Reinforced Plastic

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Multi-objective Optimization in Drilling Kevlar Fiber Reinforced Polymer Using Grey Fuzzy Analysis and Backpropagation Neural Network–Genetic Algorithm (BPNN–GA) Approaches

International Journal of Precision Engineering and Manufacturing ◽

10.1007/s12541-019-00017-z ◽

2019 ◽

Vol 20 (4) ◽

pp. 593-607 ◽

Cited By ~ 8

Author(s):

Bobby O. P. Soepangkat ◽

Bambang Pramujati ◽

Mohammad Khoirul Effendi ◽

Rachmadi Norcahyo ◽

A. M. Mufarrih

Keyword(s):

Neural Network ◽

Genetic Algorithm ◽

Fiber Reinforced Polymer ◽

Multi Objective Optimization ◽

Fiber Reinforced ◽

Backpropagation Neural Network ◽

Fuzzy Analysis ◽

Multi Objective ◽

Kevlar Fiber ◽

Reinforced Polymer

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Multi-objective Optimization of Cutting Parameters for Machining Process of Ni-Rich NiTiHf High-Temperature Shape Memory Alloy Using Genetic Algorithm

Shape Memory and Superelasticity ◽

10.1007/s40830-021-00328-z ◽

2021 ◽

Author(s):

A. O. Kabil ◽

Y. Kaynak ◽

H. Saruhan ◽

O. Benafan

Keyword(s):

Genetic Algorithm ◽

High Temperature ◽

Shape Memory Alloy ◽

Shape Memory ◽

Cutting Parameters ◽

Machining Process ◽

Multi Objective Optimization ◽

Multi Objective ◽

Optimization Of Cutting Parameters

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