Evolutionary Computation
Mirghani, B. Y., M. E. Tryby, S. Ranjithan, N. Karonis, and G. Mahinthakumar, "A Grid-enabled Simulation-Optimization Framework for Environmental
Characterization,"
Journal of Civil Engineering COmputing (accepted for pulication)
Mirghani, B. Y., G. Mahinthakumar, M. E. Tryby, E. M. Zechman, and S. Ranjithan, "A Parallel Evolutionary Strategy-based Simulation-Optimization Approach for
Solving Groundwater Source Identification Problems,"
Advances in Water Resources (to appear in 2009)
Zechman, E. M. and S. Ranjithan,
"Evolutionary Computation-Based Methods for Characterizing Contaminant Sources in a Water Distribution System,"
Journal of Water Resources Planning & Management (to appear in 2009)
Jin, X., Mahinthakumar, G., Zechman, E. M., and Ranjithan, S., "A Genetic Algorithm-based Procedure for 3D
Source Idenitification at the Borden Emplacement Site,"
Journal of Hydroinformatics (to appear in 2009)
Zechman, E. M. and S. Ranjithan, "Evolutionary Computation-based
Approach for Model Error Correction and Calibration,"
Advances in Water Resources, 30(5), pp. 1360-1370, 2007
Raghavachar, K., K. Mahinthakumar, P. Worley, E. Zechman,
and S. R. Ranjithan, "Parallel Performance Modeling using a
Genetic Programming-based Error Correction Procedure,"
Journal of Simulation: Transactions of the Society for
Modeling and Simulation, 83(7), pp. 515-527, 2007
Zechman, E. M. and S. Ranjithan,
"Generating Alternatives using Evolutionary Algorithms for
Water Resources and Environmental Management Problems,"
Journal of Water Resources Planning & Management, 133(2), pp. 156-165, 2007
Mahinthakumar, G., G. von Laszewski, S. R. Ranjithan, E. D. Brill,
J. Uber, K. Harrison, S. Sreepathi, and E. M. Zechman, "An Adaptive
Cyberinfrastructure for Threat Management in Urban Water Distribution
Systems," Lecture Notes in Computer Science (LNCS), ICCS2006 Part III, 3993, pp. 401-408, 2006
Kumar, S. V., T. A. Doby, S. Ranjithan, J. W. Baugh,
and E. D. Brill, "Optimal Design of Redundant Water
Distribution Networks Using a Clusters of Workstation,"
Journal of Water Resources Planning & Management, 132(5), pp. 374-384, 2006
Zechman, E. M. and S. Ranjithan, "Multipopulation Cooperative
Coevolutionary Programming (MCCP) to Enhance Design Innovation,"
In Beyer et al. (eds), Genetic and Evolutionary Computation Conference,
GECCO 2005, Proceedings, Washington DC, USA, June 25-29, 2005.
ACM 2005, ISBN 1-59593-010-8, pp. 1641-1648, 2005
Zechman, E. M. and S. Ranjithan,
"An Evolutionary Algorithm to Generate Alternatives (EAGA) for Engineering
Optimization Problems,"
Engineering Optimization, Vol. 36(5), pp. 539-553, 2004
Dorn, J. L. and S. Ranjithan, "Evolutionary Multiobjective
Optimization in Watershed Water Quality Management," In Fonseca et al. (eds),
Evolutionary Multi-Criteria Optimization,
Lecture Notes in Computer Science (LNCS)
Vol. 2632, pp. 692-706, Springer-Verlag, Berlin, 2003
Harrell, L. J. and S. Ranjithan, "Integrated Detention
Pond Design and Land Use Planning for Watershed Management,"
Journal of Water Resources Planning and Management, Vol. 129(2),
pp. 98-106, 2003
Kumar, S. V. and S. Ranjithan, "Evaluation of the Constraint Method-Based
Multiobjective Evolutionary Algorithm (CMEA) for a Three-Objective
Optimization Problem," In Langdon et al. (eds), Proceedings of the Genetic and Evolutionary
Computation Conference, GECCO 2002, New York, 9-13 July 2002.
Morgan Kaufmann, pp. 431-438, 2002
Loughlin, D. H., S. Ranjithan, J. W. Baugh, and E. D. Brill,
"Genetic Algorithm Approaches for Addressing Unmodeled Objectives,"
Engineering Optimization, Vol. 33, pp. 549-569, 2001
Ranjithan, S. S. K. Chetan, H. K. Dakshina, "Constrained
Method-based Evolutionary Algorithm (CMEA) for Multiobjective
Optimization," In Zitzler et al. (eds),
Evolutionary Multi-Criteria Optimization,
Lecture Notes in Computer Science (LNCS)
Vol. 1993, pp. 299-313, Springer-Verlag, Berlin, 2001
Loughlin, D. H., S. Ranjithan, J. W. Baugh, and
E. D. Brill, "Application of Genetic Algorithms for the
Design of Ozone Control Strategies," Journal of the Air and
Waste Management Association, 50, pp. 1050-1063, 2000
Harrell, L. J. and S. Ranjithan, "Evaluation of Alternative Penalty
Function Implementations in a Watershed Management Design Problem,"
In Banzhaf et al. (eds.). GECCO-99: Proceedings of the Genetic
and Evolutionary Computation Conference, July 13-17, 1999, Orlando,
Florida USA. San Francisco, CA: Morgan Kaufmann, pp 1551-1558, 1999
Loughlin, D. H. and S. Ranjithan, "Chance-Constrained Genetic Algorithms,"
In Banzhaf et al. (eds.). GECCO-99: Proceedings of the Genetic
and Evolutionary Computation Conference, July 13-17, 1999, Orlando,
Florida USA. San Francisco, CA: Morgan Kaufmann, pp. 369-376, 1999
Heidari, M and S. Ranjithan, "A Hybrid Optimization
Approach to the Estimation of Distributed Parameters in
Two-Dimensional Confined Aquifers," Journal of American
Water Resources Association, Vol. 34, No. 4, pp. 909-920, 1998.
Loughlin, D. H. and S. Ranjithan, "The Neighborhood Constraint
Method: A Genetic Algorithm-Based Multiobjective Optimization Technique,"
In Beck et al. (eds), Proceedings of the 7th International Conference on
Genetic Algorithms, July 19-23, 1997, East Lansing, Michigan, pp. 666-673, 1997
Cieniawski, S.E., J.W. Eheart, and S. Ranjithan,
"Using Genetic Algorithms to Solve a Multi-Objective
Groundwater Monitoring Problem," Water Resources Research,
vol. 31, no. 2, pp. 399-409, 1995.
Ritzel, B. J., J.W. Eheart, and S. Ranjithan, "Using
Genetic Algorithms to Solve a Multi-Objective Groundwater
Remediation Problem," Water Resources Research, vol. 30, no. 5, pp. 1589-1603, 1994.
Michielssen, E., J. M. Sajer, S. Ranjithan, and R. Mittra,
"Design of Lightweight, Broadband Microwave Absorbers Using
Genetic Algorithms," IEEE Microwave Theory and Techniques,
vol. 41(6/7), pp. 1024-1031, 1992.
Michielssen, E., S. Ranjithan, and R. Mittra, "Optimal
Multilayer Filter Design Using Real Coded Genetic Algorithms,"
IEE Proceedings Part J. - Optoelectronic, vol. 139, pp. 413-420, 1992.
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Artificial Neural Networks
Lacroix, A., Kim, Y. R., and Ranjithan, S., "Backcalculation of
Dynamic Modulus from Resilient Modulus of Asphalt Concrete with
an Artificial Neural Network," Transportation Research Record,
Transportation Research Board, National Research Council,
Washington, D.C., No. 2057, pp. 107-113, 2008.
Xu, B., Ranjithan, S., and Kim, Y. R., "Using the Asphalt Pavement Layer
Condition Assessment Program: Case Studies,"
Transportation Research Record, No. 1860,
Transportation Research Board, National Research Council,
Washington, D.C., pp. 66-75, 2003.
Xu, B., Ranjithan, S., and Kim, Y. R., "New Relationships between Falling Weight
Deflectometer Deflections and Asphalt Pavement Layer Condition Indicators,"
Transportation Research Record, No. 1806,
Transportation Research Board, National Research Council,
Washington, D.C., 2002, pp. 48-56.
Xu, B., Ranjithan, S., and Kim, Y. R., "New Condition Assessment Procedure
for Asphalt Pavement Layers, Using Falling Weight Deflectometer Deflections,
Transportation Research Record, No. 1806, Transportation Research Board,
National Research Council, Washington, D.C., 2002, pp. 57-69.
Kim, Y. R., Y.-C. Lee, and S. Ranjithan, "Flexible Pavement
Condition Evaluation Using Deflection Basin Parameters and Dynamic
Finite Element Analysis Implemented by Artificial Neural Networks,"
In S. D. Tayabji and E. O. Lukanen (eds), Nondestructive Testing of
Pavements and Backcalculation of Modili:
Third Volume, ASTM STP 1375,
American Society for Testing and Materials, West Conshohocken, PA, 1999, 17 pages.
Lee, Y.-C., Y. R. Kim, and S. Ranjithan, "A Dynamic
Analysis-Based Approach to Determine Flexible Pavement Layer
Moduli Using Deflection Basin Parameters," Transportation
Research Record #1639, TRB, National Research Council, pp. 36-42., 1998.
Dunston, P. S., S. Ranjithan, and L. E. Bernold,
"Evaluation of a Neural Network Model for Predicting
Springback in Rebar Bending," IEEE Expert, vol. 11, no. 4, pp. 45-49, 1996.
Garrett, J. H., Case, M. P., Hall, J. W., Yerramareddy, S.,
Herman, A., Sun, R. F., Ranjithan, S., Westervelt, J., "Engineering
Applications of Neural Networks," Journal of Intelligent Manufacturing, 4(1), pp. 1-21, 1993
Ranjithan, S., J.W. Eheart, and J.H. Garrett, "A Neural
Network-Based Screening for Groundwater Reclamation Under Uncertainty,"
Water Resources Research, vol 29, no. 3, pp. 563-574, 1993.
Garrett Jr., J. H., S. Ranjithan, and J. W. Eheart,
"Application of Neural Networks to Groundwater Remediation,"
a chapter in ASCE Monograph: Expert Systems in Civil Engineering -
Knowledge Representation, ed. R. Allen, ASCE, New York, 1992.
Ranjithan, S., J.H. Garrett Jr., and J.W. Eheart, "A Feedback
Neural Network Approach to Optimization: An Application in Groundwater
Remediation Design," In Dagli et al. (eds), Intelligent Engineering Systems Through Artificial
Neural Networks: Proceedings of the Int. Conference on Artificial Neural
Networks in Engineering, St. Louis, Missouri, Nov. 10-12, 1991.
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