A deep reinforcement learning approach to mountain railway alignment optimization

T Gao, Z Li, Y Gao, P Schonfeld, X Feng… - … ‐Aided Civil and …, 2022 - Wiley Online Library
The design and planning of railway alignments is the dominant task in railway construction.
However, it is difficult to achieve self‐learning and learning from human experience with …

An evolutionary model for simultaneously optimizing three-dimensional highway alignments

JC Jong, P Schonfeld - Transportation Research Part B: Methodological, 2003 - Elsevier
Optimizing highway alignments is a very complex engineering problem. The factors that
should be considered in the design process are complex and interrelated. Although several …

Applicability of highway alignment optimization models

MW Kang, MK Jha, P Schonfeld - Transportation Research Part C …, 2012 - Elsevier
This paper presents an intelligent optimization tool that assists planners and designers in
finding preferable highway alignments, connecting specified endpoints or zones. It …

A customized particle swarm method to solve highway alignment optimization problem

Y Shafahi, M Bagherian - Computer‐Aided Civil and …, 2013 - Wiley Online Library
Optimizing highway alignment requires a versatile set of cost functions and an efficient
search method to achieve the best design. Because of numerous highway design …

Mountain railway alignment optimization with bidirectional distance transform and genetic algorithm

W Li, H Pu, P Schonfeld, J Yang… - … ‐Aided Civil and …, 2017 - Wiley Online Library
Various challenging constraints must be satisfied in railway alignment design for
topographically complex mountainous regions. The alignment design for such environments …

[图书][B] Optimizing highway alignments with genetic algorithms

JC Jong - 1998 - search.proquest.com
In highway design we should try to select an economical alignment based on topography,
soil conditions, socioeconomic considerations, and other factors, while subject to a set of …

Methodology for optimizing constrained 3-dimensional railway alignments in mountainous terrain

W Li, H Pu, P Schonfeld, H Zhang, X Zheng - Transportation Research Part …, 2016 - Elsevier
Railway alignment design is complex and time-consuming, especially for mountainous
areas where the natural terrain gradient between the start and end points greatly exceeds …

Simultaneous optimization of horizontal and vertical alignments for highways

EP Chew, CJ Goh, TF Fwa - Transportation Research Part B …, 1989 - Elsevier
This paper presents the formulation of a three-dimensional highway alignment optimization
model. The coordinates of the highway is parametrized by using a three-dimensional cubic …

A bi-objective deep reinforcement learning approach for low-carbon-emission high-speed railway alignment design

Q He, T Gao, Y Gao, H Li, P Schonfeld, Y Zhu… - … Research Part C …, 2023 - Elsevier
Reasonable design and planning of alignments are crucial for both economic investment
and the environmental impact of high-speed railway projects. Approaches that can integrate …

Applying the decision support system, TRACER, to forest road design

AE Akay, J Sessions - Western Journal of Applied Forestry, 2005 - academic.oup.com
A three-dimensional forest road alignment model, TRACER, was developed to assist a forest
road designer with rapid evaluation of alternative road paths. The objective is to design a …