Multiple criteria decision analysis and geographic information systems

J Malczewski - Trends in multiple criteria decision analysis, 2010 - Springer
This chapter focuses on a review of Geographic Information System-based Multicriteria
Decision Analysis (GIS-MCDA). These two distinctive areas of research can benefit from …

Multi-objective α-reliable path finding in stochastic networks with correlated link costs: A simulation-based multi-objective genetic algorithm approach (SMOGA)

Z Ji, YS Kim, A Chen - Expert Systems with Applications, 2011 - Elsevier
In this study, we propose a new simulation-based multi-objective genetic algorithm
(SMOGA) approach to find a portfolio of reliable nondominant (Pareto) paths, a set of paths …

The α-reliable path problem in stochastic road networks with link correlations: A moment-matching-based path finding algorithm

P Chen, R Tong, G Lu, Y Wang - Expert Systems with Applications, 2018 - Elsevier
Most existing studies on routing guidance only paid attention to the average path travel time,
which failed to consider travel time reliability (TTR) preferences by different travelers. In this …

[PDF][PDF] Evolutionary algorithms for the multiobjective shortest path problem

JMA Pangilinan, GK Janssens - World Academy of Science, Engineering …, 2007 - Citeseer
This paper presents an overview of the multiobjective shortest path problem (MSPP) and a
review of essential and recent issues regarding the methods to its solution. The paper further …

Multi-criteria route planning based on a driver's preferences in multi-criteria route selection

P Pahlavani, MR Delavar - Transportation research part C: emerging …, 2014 - Elsevier
In this study, some different approaches were designed, implemented, and evaluated to
perform multi-criteria route planning by considering a driver's preferences in multi-criteria …

Using a modified invasive weed optimization algorithm for a personalized urban multi-criteria path optimization problem

P Pahlavani, MR Delavar, AU Frank - International Journal of Applied Earth …, 2012 - Elsevier
The personalized urban multi-criteria quasi-optimum path problem (PUMQPP) is a branch of
multi-criteria shortest path problems (MSPPs) and it is classified as a NP-hard problem. To …

Seeking the Pareto front for multiobjective spatial optimization problems

B Huang, P Fery, L Xue, Y Wang - International Journal of …, 2008 - Taylor & Francis
Spatial optimization problems, such as route selection, usually involve multiple, conflicting
objectives relevant to locations. An ideal approach to solving such multiobjective …

A genetic algorithm for multiobjective dangerous goods route planning

R Li, Y Leung, B Huang, H Lin - International Journal of …, 2013 - Taylor & Francis
Transportation of dangerous goods (DGs) can significantly affect human life and the
environment if accidents occur during the transportation process. Therefore, safe DG …