[HTML][HTML] Two decades of blackbox optimization applications

S Alarie, C Audet, AE Gheribi, M Kokkolaras… - EURO Journal on …, 2021 - Elsevier
This article reviews blackbox optimization applications of direct search optimization methods
over the past twenty years. Emphasis is placed on the Mesh Adaptive Direct Search (Mads) …

Applications of genetic algorithm and its variants in rail vehicle systems: A bibliometric analysis and comprehensive review

HJ Kaleybar, M Davoodi, M Brenna, D Zaninelli - IEEE Access, 2023 - ieeexplore.ieee.org
Railway systems are time-varying and complex systems with nonlinear behaviors that
require effective optimization techniques to achieve optimal performance. Evolutionary …

Pixel‐level thin crack detection on road surface using convolutional neural network for severely imbalanced data

T Siriborvornratanakul - Computer‐Aided Civil and …, 2023 - Wiley Online Library
Because roads are the major backbone of the transportation network, research about crack
detection on road surfaces has been popular in computer and infrastructure engineering …

Multi-objective railway alignment optimization considering costs and environmental impacts

H Zhang, H Pu, P Schonfeld, T Song, W Li, J Wang… - Applied Soft …, 2020 - Elsevier
With increasing transportation requirements in mountainous regions, railways are
encroaching ever more on environmentally-sensitive areas in those regions. Selecting an …

GIS-based multi-criteria railway design with spatial environmental considerations

T Song, H Pu, P Schonfeld, H Zhang, W Li, X Peng… - Applied …, 2021 - Elsevier
Railway design is complex and closely linked to environmental concerns. To solve this
problem, a two-stage method considering three categories of environmental factors …

A modified motion planning algorithm for horizontal highway alignment development

MB Sushma, A Maji - Computer‐Aided Civil and Infrastructure …, 2020 - Wiley Online Library
A horizontal alignment can be represented by three key factors: number of horizontal points
of intersection (HPIs), their locations, and corresponding horizontal curve radii. Deciding all …

A review of alignment optimization research for roads, railways and rail transit lines

T Song, P Schonfeld, H Pu - IEEE Transactions on Intelligent …, 2023 - ieeexplore.ieee.org
Roads, railways and rail transit lines play major roles in transporting passengers and freight.
In the design process for such transportation infrastructures, the alignment determination …

Mountain railway alignment optimization integrating layouts of large‐scale auxiliary construction projects

T Song, H Pu, P Schonfeld, Z Liang… - … ‐Aided Civil and …, 2023 - Wiley Online Library
Mountain railway alignment design is an important but complex civil engineering problem.
To overcome the drastically undulating terrain, long tunnels and high bridges are major …

Simultaneous optimization of 3D alignments and station locations for dedicated high‐speed railways

T Song, H Pu, P Schonfeld, H Zhang… - Computer‐Aided Civil …, 2022 - Wiley Online Library
Determinations of alignments and station locations are major tasks in railway design, which
jointly and fundamentally influence the construction and operation of the whole project …

Mountain railway alignment optimization using stepwise & hybrid particle swarm optimization incorporating genetic operators

H Pu, T Song, P Schonfeld, W Li, H Zhang, J Hu… - Applied Soft …, 2019 - Elsevier
Optimizing railway alignments is a quite complex and time-consuming engineering problem.
The huge continuous search space, complex constraints, implicit objective function and …