A comprehensive survey on NSGA-II for multi-objective optimization and applications

H Ma, Y Zhang, S Sun, T Liu, Y Shan - Artificial Intelligence Review, 2023 - Springer
In the last two decades, the fast and elitist non-dominated sorting genetic algorithm (NSGA-
II) has attracted extensive research interests, and it is still one of the hottest research …

Experimental investigation and multi-objective optimization of fracture properties of asphalt mixtures containing nano-calcium carbonate

AG Mahani, P Bazoobandi, SM Hosseinian… - Construction and Building …, 2021 - Elsevier
The low temperature fracture is one of the most important challenges in asphalt mixtures,
which, if not paid, will lead to high maintenance costs. Therefore, researchers are looking for …

Prediction and pareto-based multi-objective optimization of moisture and fatigue damages of asphalt mixtures modified with nano hydrated lime

VNM Gilani, SM Hosseinian, H Behbahani… - … and Building Materials, 2020 - Elsevier
Moisture sensitivity can lead to damages due to adhesion and cohesion in asphalt mixtures
that cause serious damages to the pavement. Adhesion between bitumen and aggregate is …

Multi-objective optimization for ride comfort of hydro-pneumatic suspension vehicles with mechanical elastic wheel

Y Zhao, H Xu, Y Deng, Q Wang - Proceedings of the …, 2019 - journals.sagepub.com
The new mechanical elastic wheel has the following advantages: non-pneumatic, anti-
puncture, and explosion-proof. However, the larger radial stiffness is detrimental to vehicle …

Structure-material integrated multi-objective lightweight design of the front end structure of automobile body

F Xiong, D Wang, Z Ma, S Chen, T Lv, F Lu - Structural and …, 2018 - Springer
This paper proposes a hybrid method combining the Contribution Analysis Method, the
Radial Basis Function Neutral Network (RBFNN)-Response Surface Method (RSM) hybrid …

Multi-objective optimization for free vibration of L-shaped bi-functionally graded sandwich plates using an effective finite element method and non-dominated sorting …

QH Pham, TT Tran, AM Zenkour, T Nguyen-Thoi - Composite Structures, 2023 - Elsevier
Free vibration analysis and multi-objective optimization for L-shaped bi-functionally graded
sandwich (L-BFGSW) plates are studied in this work. The L-BFGSW plates are made of three …

A hybrid multi-objective optimization method based on NSGA-II algorithm and entropy weighted TOPSIS for lightweight design of dump truck carriage

R Jiang, S Ci, D Liu, X Cheng, Z Pan - Machines, 2021 - mdpi.com
The lightweight design of vehicle components is regarded as a complex optimization
problem, which usually needs to achieve two or more optimization objectives. It can be firstly …

Surrogate-assisted multiobjective optimization of a hydraulically fractured well in a naturally fractured shale reservoir with geological uncertainty

H Zhang, JJ Sheng - SPE Journal, 2022 - onepetro.org
Hydraulic fracturing is the most widely used technology for the commercial exploitation of
shale-gas reservoirs, yet still faces high cost and development risk caused by many …

Multi-objective optimization of the active constrained layer damping for smart damping treatment in magneto-electro-elastic plate structures

KD Ly, T Nguyen-Thoi, TT Truong… - International Journal of …, 2022 - Springer
A multi-objective optimization approach for optimal smart damping treatment of functionally
graded magneto-electro-elastic plate (FGMEE) structures is investigated in the present …

Evaluation of machine tools with position-dependent milling stability based on Kriging model

C Deng, J Miao, B Wei, Y Feng, Y Zhao - International Journal of Machine …, 2018 - Elsevier
Abstract Machine tool's milling stability is a function of the frequency response function (FRF)
at the tool tip, which varies with the position changes of the moving components within the …