posted by user: MetaH || 1326 views || tracked by 5 users: [display]

ASCE-ASME: MRRA 2016 : ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems - Special Issue on Metaheuristics in Reliability and Risk Analysis


When N/A
Where N/A
Submission Deadline Feb 28, 2016
Final Version Due Jul 31, 2016
Categories    metaheuristics   artificial intelligence   reliability   risk

Call For Papers

ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems: Part A
Special Issue on "Metaheuristics in Reliability and Risk Analysis"

Guest Editors
Amir H. Gandomi
BEACON Center for the Study of Evolution in Action, Michigan State University, East Lansing, MI, USA
Amir H. Alavi
Department of Civil and Environmental Engineering, Michigan State University, East Lansing, MI, USA

Call for Papers
Real-life civil and environmental engineering reliability and risk analysis problems are highly complex and include different design variables and complicated constraints. Metaheuristic algorithms are efficient tools to deal with such tough modelling and optimization problems. Metaheuristic techniques are robust tools that attempt to reproduce natural phenomena or social behavior, e.g., biological evolution, stellar evolution, thermal annealing, animal behavior, music improvisation, etc. Two important characteristics of the metaheuristic methods are intensification and diversification. Intensification serves to search around the current best model or solutions and to select the best candidate designs. Diversification allows a metaheuristic to explore the search space more efficiently, often by randomization.
In engineering domain, a variety of modern and computationally efficient metaheuristic algorithms have been presented to tackle complex problems. However, metaheuristics have not been investigated enough for reliability and risk analysis problems. In addition, several new metaheuristics have been merged recently and they have not been applied to these class of nonlinear problems such as reliability-based optimization and risk–cost tradeoff. The aim of this special issue is to address these points and highlight the most significant and recent applications of metaheuristics in reliability and risk analysis of civil and environmental engineering area. Topics of interest in computing domain include (but not limited to):
• Swarm intelligence;
o Particle Swarm Optimization
o Ant Colony Optimization
o Firefly Algorithm
o Krill Herd Algorithm
• Genetic and evolutionary computation;
o Genetic Algorithm
o Genetic Programming
o Differential Evolution
o Harmony Search
o Interior Search Algorithm
• Artificial neural network;
• Fuzzy Logic
• Hybrid algorithms.
Contribution addressing the reliability and risk analysis in the following domains are welcome:
• Structural
• Mechanical
• Geotechnical
• Earthquake
• Material
• Transportation
• Construction
• Water resources
• Environmental

We invite investigators to contribute original research articles, as well as review articles.

Call for papers: October 2015
Deadline for submission of manuscripts: February 28, 2016
Review period: March 1, 2016- July 01, 2016
Revision and re-review (if required): July 31, 2016
Final decision due: August 15, 2016

Submission Guideline
To submit a manuscript for consideration for the special issue, please visit the journal website at: State the title of the special issue: “SI: Metaheuristics in Reliability and Risk Analysis” and the Guest Editor’s names in the cover letter as well as when answering the submission questions (under Additional Information). The submission deadline is Feb. 28, 2016.

Journal Contacts
Professor Bilal M. Ayyub, Editor in Chief,
Dr. Che-yu Chang, Managing Editor,

Related Resources

IJCAI 2017   International Joint Conference on Artificial Intelligence
UAI 2016   Conference on Uncertainty in Artificial Intelligence
IROS 2017   IEEE/RSJ International Conference on Intelligent Robots and Systems
IPMU 2018   17th Information Processing and Management of Uncertainty in Knowledge-Based Systems Conference
PAKDD 2017   The 21st Pacific-Asia Conference on Knowledge Discovery and Data Mining
OSBMRM 2016   The Second International Conference on Organizational Strategy, Business Models, and Risk Management (OSBMRM2016)
IJCNN 2017   International Joint Conference on Neural Networks
URSW 2016   Uncertainty Reasoning for the Semantic Web 2016
ICAISC 2017   International Conference on Artificial Intelligence and Soft Computing
CYMADA 2016   Cyber Security Assessment, Risk Management, Training Technologies and Data Analytics