A Universal Concept for Robust Solving of Shortest Path Problems in Dynamically Reconfigurable Graphs
Joint Authors
Kyamakya, Kyandoghere
Chedjou, Jean Chamberlain
Source
Mathematical Problems in Engineering
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-23, 23 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-12-21
Country of Publication
Egypt
No. of Pages
23
Main Subjects
Abstract EN
This paper develops a flexible analytical concept for robust shortest path detection in dynamically reconfigurable graphs.
The concept is expressed by a mathematical model representing the shortest path problem solver.
The proposed mathematical model is characterized by three fundamental parameters expressing (a) the graph topology (through the “incidence matrix”), (b) the edge weights (with dynamic external weights’ setting capability), and (c) the dynamic reconfigurability through external input(s) of the source-destination nodes pair.
In order to demonstrate the universality of the developed concept, a general algorithm is proposed to determine the three fundamental parameters (of the mathematical model developed) for all types of graphs regardless of their topology, magnitude, and size.
It is demonstrated that the main advantage of the developed concept is that arc costs, the origin-destination pair setting, and the graph topology are dynamically provided by external commands, which are inputs of the shortest path solver model.
This enables high flexibility and full reconfigurability of the developed concept, without any retraining need.
To validate the concept developed, benchmarking is performed leading to a comparison of its performance with the performances of two well-known concepts based on neural networks.
American Psychological Association (APA)
Chedjou, Jean Chamberlain& Kyamakya, Kyandoghere. 2015. A Universal Concept for Robust Solving of Shortest Path Problems in Dynamically Reconfigurable Graphs. Mathematical Problems in Engineering،Vol. 2015, no. 2015, pp.1-23.
https://search.emarefa.net/detail/BIM-1073554
Modern Language Association (MLA)
Chedjou, Jean Chamberlain& Kyamakya, Kyandoghere. A Universal Concept for Robust Solving of Shortest Path Problems in Dynamically Reconfigurable Graphs. Mathematical Problems in Engineering No. 2015 (2015), pp.1-23.
https://search.emarefa.net/detail/BIM-1073554
American Medical Association (AMA)
Chedjou, Jean Chamberlain& Kyamakya, Kyandoghere. A Universal Concept for Robust Solving of Shortest Path Problems in Dynamically Reconfigurable Graphs. Mathematical Problems in Engineering. 2015. Vol. 2015, no. 2015, pp.1-23.
https://search.emarefa.net/detail/BIM-1073554
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1073554