Ranji Ranjithan

Basnet, L., Brill, D., Ranjithan, R., & Mahinthakumar, K. (2023). Supervised Machine Learning Approaches for Leak Localization in Water Distribution Systems: Impact of Complexities of Leak Characteristics. JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT, 149(8). https://doi.org/10.1061/JWRMD5.WRENG-6047

Jaunich, M. K., Levis, J. W., DeCarolis, J. F., Barlaz, M. A., & Ranjithan, S. R. (2020). Exploring alternative solid waste management strategies for achieving policy goals. Engineering Optimization, 53(5), 1–14. https://doi.org/10.1080/0305215X.2020.1759578

Rossi, M. M., Oliveira Favretto, A. P., Grassi, C., DeCarolis, J., Cho, S., Hill, D., … Ranjithan, R. (2019). Metamodels to assess the thermal performance of naturally ventilated, low-cost houses in Brazil. ENERGY AND BUILDINGS, 204. https://doi.org/10.1016/j.enbuild.2019.109457

Jaunich, M. K., Levis, J. W., DeCarolis, J. F., Barlaz, M. A., & Ranjithan, S. R. (2019). Solid Waste Management Policy Implications on Waste Process Choices and Systemwide Cost and Greenhouse Gas Performance. Environmental Science & Technology, 53(4), 1766–1775. https://doi.org/10.1021/acs.est.8b04589

Salomons, E., Skulovich, O., & Ostfeld, A. (2017). Battle of Water Networks DMAs: Multistage Design Approach. JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT, 143(10). https://doi.org/10.1061/(asce)wr.1943-5452.0000830

Karam, A. L., McMillan, C. C., Lai, Y. C., Reyes, F. L., Sederoff, H. W., Grunden, A. M., … Ducoste, J. J. (2017). Construction and setup of a bench-scale algal photosynthetic bioreactor with temperature, light, and ph monitoring for kinetic growth tests. Jove-Journal of Visualized Experiments, (124).

Al Gharably, M., DeCarolis, J. F., & Ranjithan, S. R. (2016). An enhanced linear regression-based building energy model (LRBEM plus ) for early design. JOURNAL OF BUILDING PERFORMANCE SIMULATION, 9(2), 115–133. https://doi.org/10.1080/19401493.2015.1004108

Wang, H., Brill, E. D., Ranjithan, R. S., & Sankarasubramanian, A. (2015). A framework for incorporating ecological releases in single reservoir operation. Advances in Water Resources, 78, 9–21. https://doi.org/10.1016/j.advwatres.2015.01.006

Li, W., Sankarasubramanian, A., Ranjithan, R. S., & Sinha, T. (2015). Role of multimodel combination and data assimilation in improving streamflow prediction over multiple time scales. Stochastic Environmental Research and Risk Assessment, 30(8), 2255–2269. https://doi.org/10.1007/s00477-015-1158-6

Wang, H., Sankarasubramanian, A., & Ranjithan, R. S. (2015). Understanding the low-frequency variability in hydroclimatic attributes over the southeastern US. JOURNAL OF HYDROLOGY, 521, 170–181. https://doi.org/10.1016/j.jhydrol.2014.09.081

Jin, X., Ranjithan, R. S., & Mahinthakumar, G. (2014). A Monitoring Network Design Procedure for Three-Dimensional (3D) Groundwater Contaminant Source Identification. ENVIRONMENTAL FORENSICS, 15(1), 78–96. https://doi.org/10.1080/15275922.2013.873095

Marchi, A., Salomons, E., Ostfeld, A., Kapelan, Z., Simpson, A. R., Zecchin, A. C., … Asadzadeh, M. (2014). Battle of the Water Networks II. Journal of Water Resources Planning and Management, 140(7), 04014009. https://doi.org/10.1061/(ASCE)WR.1943-5452.0000378

Li, W., Sankarasubramanian, A., Ranjithan, R. S., & Brill, E. D. (2014). Improved regional water management utilizing climate forecasts: An interbasin transfer model with a risk management framework. Water Resources Research, 50(8), 6810–6827. https://doi.org/10.1002/2013wr015248

Levis, J. W., Barlaz, M. A., DeCarolis, J. F., & Ranjithan, S. R. (2014). Systematic Exploration of Efficient Strategies to Manage Solid Waste in U.S. Municipalities: Perspectives from the Solid Waste Optimization Life-Cycle Framework (SWOLF). Environmental Science & Technology, 48(7), 3625–3631. https://doi.org/10.1021/es500052h

Jasper, M. N., Mahinthakumar, G. (K., Ranjithan, S. (R., & Brill, E. D. (2013). A Sensitivity Analysis of Data Measurement Types for Leak Detection in Water Distribution Systems. World Environmental and Water Resources Congress 2013. Presented at the World Environmental and Water Resources Congress 2013. https://doi.org/10.1061/9780784412947.059

Levis, J. W., Barlaz, M. A., DeCarolis, J. F., & Ranjithan, S. R. (2013). A generalized multistage optimization modeling framework for life cycle assessment-based integrated solid waste management. Environmental Modelling & Software, 50, 51–65. https://doi.org/10.1016/j.envsoft.2013.08.007

Jung, Y., Mahinthakumar, G., & Ranjithan, R. (2013). Development of a simultaneous search-based pilot point method for subsurface characterization. STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, 27(8), 2003–2013. https://doi.org/10.1007/s00477-013-0734-x

Wang, H., Sankarasubramanian, A., & Ranjithan, R. S. (2013). Integration of Climate and Weather Information for Improving 15-Day-Ahead Accumulated Precipitation Forecasts. JOURNAL OF HYDROMETEOROLOGY, 14(1), 186–202. https://doi.org/10.1175/jhm-d-11-0128.1

Jasper, M. N., Mahinthakumar, G. (K., Ranjithan, S. (R., & Brill, E. D. (2013). Leak Detection in Water Distribution Systems Using the Dividing Rectangles (DIRECT) Search. World Environmental and Water Resources Congress 2013. Presented at the World Environmental and Water Resources Congress 2013. https://doi.org/10.1061/9780784412947.078

Cai, X., Vogel, R., & Ranjithan, R. (2013, September). Special Issue on the Role of Systems Analysis in Watershed Management. JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT, Vol. 139, pp. 461–463. https://doi.org/10.1061/(asce)wr.1943-5452.0000341

Kumar, J., Brill, E. D., Mahinthakumar, G., & Ranjithan, S. R. (2012). Contaminant source characterization in water distribution systems using binary signals. Journal of Hydroinformatics, 14(3), 585–602. https://doi.org/10.2166/hydro.2012.073

Liu, L., Zechman, E. M., Mahinthakumar, G., & Ranji Ranjithan, S. (2012). Coupling of logistic regression analysis and local search methods for characterization of water distribution system contaminant source. Engineering Applications of Artificial Intelligence, 25(2), 309–316. https://doi.org/10.1016/j.engappai.2011.10.009

Mirghani, B. Y., Zechman, E. M., Ranjithan, R. S., & Mahinthakumar, G. (K. (2012). Enhanced Simulation-Optimization Approach Using Surrogate Modeling for Solving Inverse Problems. Environmental Forensics, 13(4), 348–363. https://doi.org/10.1080/15275922.2012.702333

Liu, L., Zechman, E. M., Mahinthakumar, G., & Ranji Ranjithan, S. (2012). Identifying contaminant sources for water distribution systems using a hybrid method. Civil Engineering and Environmental Systems, 29(2), 123–136. https://doi.org/10.1080/10286608.2012.663360

Hygh, J. S., DeCarolis, J. F., Hill, D. B., & Ranji Ranjithan, S. (2012). Multivariate regression as an energy assessment tool in early building design. Building and Environment, 57, 165–175. https://doi.org/10.1016/j.buildenv.2012.04.021

Sreepathi, S., Brill, D., Ranjithan, R., & Mahinthakumar, G. (K. (2012). Parallel Multi-Swarm Optimization Framework for Search Problems in Water Distribution Systems. World Environmental and Water Resources Congress 2012. Presented at the World Environmental And Water Resources Congress 2012. https://doi.org/10.1061/9780784412312.323

Barandouzi, M. A., Mahinthakumar, G., Ranjithan, R., & Brill, E. D. (2012). Probabilistic Mapping of Water Leakage Characterizations Using a Bayesian Approach. World Environmental and Water Resources Congress 2012. Presented at the World Environmental And Water Resources Congress 2012. https://doi.org/10.1061/9780784412312.326

Liu, L., Ranjithan, S. R., & Mahinthakumar, G. (2011). Contamination Source Identification in Water Distribution Systems Using an Adaptive Dynamic Optimization Procedure. JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT, 137(2), 183–192. https://doi.org/10.1061/(asce)wr.1943-5452.0000104

Liu, L., Sankarasubramanian, A., & Ranjithan, S. R. (2011). Logistic regression analysis to estimate contaminant sources in water distribution systems. Journal of Hydroinformatics, 13(3), 545–557. https://doi.org/10.2166/hydro.2010.106

Levis, J. W., Barlaz, M. A., Tayebali, A., & Ranjithan, S. R. (2011). Quantifying the Greenhouse Gas Emission Reductions Associated with Recycling Hot Mix Asphalt. Road Materials and Pavement Design, 12(1), 57–77. https://doi.org/10.1080/14680629.2011.9690352

Jung, Y., Ranjithan, R. S., & Mahinthakumar, G. (2011). Subsurface characterization using a D-optimality based pilot point method. JOURNAL OF HYDROINFORMATICS, 13(4), 775–793. https://doi.org/10.2166/hydro.2010.111

Tryby, M. E., Mirghani, B. Y., Mahinthakumar, G. K., & Ranjithan, S. R. (2010). A SOLUTION FRAMEWORK FOR ENVIRONMENTAL CHARACTERIZATION PROBLEMS. INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS, 24(3), 265–283. https://doi.org/10.1177/1094342009350886

Liu, L., & Ranjithan, S. R. (2010). An adaptive optimization technique for dynamic environments. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 23(5), 772–779. https://doi.org/10.1016/j.engappai.2010.01.007

Jin, X., Wang, H., & Ranjithan, R. S. (2010). Bayesian Inference of Groundwater Contamination Source. World Environmental and Water Resources Congress 2010. Presented at the World Environmental and Water Resources Congress 2010. https://doi.org/10.1061/41114(371)100

Kumar, J., Sreepathi, S., Brill, E. D., Ranjithan, R., & Mahinthakumar, G. (2010). Detection of Leaks in Water Distribution System Using Routine Water Quality Measurements. World Environmental and Water Resources Congress 2010. Presented at the World Environmental and Water Resources Congress 2010. https://doi.org/10.1061/41114(371)426

Mirghani, B. Y., Tryby, M. E., Ranjithan, R. S., Karonis, N. T., & Mahinthakumar, K. G. (2010). Grid-Enabled Simulation-Optimization Framework for Environmental Characterization. JOURNAL OF COMPUTING IN CIVIL ENGINEERING, 24(6), 488–498. https://doi.org/10.1061/(asce)cp.1943-5487.0000052

Kumar, J., Brill, E. D., Mahinthakumar, G., & Ranjithan, R. (2010). Identification of Reactive Contaminant Sources in a Water Distribution System under the Conditions of Data Uncertainties. World Environmental and Water Resources Congress 2010. Presented at the World Environmental and Water Resources Congress 2010. https://doi.org/10.1061/41114(371)442

Tryby, M. E., Propato, M., & Ranjithan, S. R. (2010). Monitoring Design for Source Identification in Water Distribution Systems. JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT-ASCE, 136(6), 637–646. https://doi.org/10.1061/(asce)wr.1943-5452.0000080

Wang, H., Arumugam, S., & Ranjithan, R. S. (2010). Seamless Integration of Weather and Climate Information in Developing Operational Streamflow Forecasts. World Environmental and Water Resources Congress 2010. Presented at the World Environmental and Water Resources Congress 2010. https://doi.org/10.1061/41114(371)470

Li, W., Arumugam, S., & Ranjithan, R. S. (2010). Utility of Climate Forecasts in Promoting Inter-Basin Transfer in the North Carolina Triangle Area. World Environmental and Water Resources Congress 2010. Presented at the World Environmental and Water Resources Congress 2010. https://doi.org/10.1061/41114(371)270

Liu, L., Brill, E. D., Mahinthakumar, G. (K., & Ranjithan, S. R. (2009). A Hybrid Heuristic Search Approach for Contaminant Source Characterization. World Environmental and Water Resources Congress 2009. Presented at the World Environmental and Water Resources Congress 2009. https://doi.org/10.1061/41036(342)63

Jin, X., Mahinthakumar, G. (K., Zechman, E. M., & Ranjithan, R. S. (2009). A genetic algorithm-based procedure for 3D source identification at the Borden emplacement site. Journal of Hydroinformatics, 11(1), 51–64. https://doi.org/10.2166/hydro.2009.002

Mirghani, B. Y., Mahinthakumar, K. G., Tryby, M. E., Ranjithan, R. S., & Zechman, E. M. (2009). A parallel evolutionary strategy based simulation–optimization approach for solving groundwater source identification problems. Advances in Water Resources, 32(9), 1373–1385. https://doi.org/10.1016/j.advwatres.2009.06.001

Far, M. S. S., Underwood, B. S., Ranjithan, S. R., Kim, Y. R., & Jackson, N. (2009). Application of Artificial Neural Networks for Estimating Dynamic Modulus of Asphalt Concrete. Transportation Research Record: Journal of the Transportation Research Board, 2127(1), 173–186. https://doi.org/10.3141/2127-20

Kumar, J., Brill, E. D., Mahinthakumar, G., & Ranjithan, R. (2009). Characterizing Reactive Contaminant Sources in a Water Distribution System. World Environmental and Water Resources Congress 2009. Presented at the World Environmental and Water Resources Congress 2009. https://doi.org/10.1061/41036(342)65

Vankayala, P., Sankarasubramanian, A., Ranjithan, S. R., & Mahinthakumar, G. (2009). Contaminant Source Identification in Water Distribution Networks Under Conditions of Demand Uncertainty. ENVIRONMENTAL FORENSICS, 10(3), 253–263. https://doi.org/10.1080/15275920903140486

Zechman, E. M., & Ranjithan, S. R. (2009). Evolutionary Computation-Based Methods for Characterizing Contaminant Sources in a Water Distribution System. Journal of Water Resources Planning and Management, 135(5), 334–343. https://doi.org/10.1061/(ASCE)0733-9496(2009)135:5(334)

Kaplan, P. O., Ranjithan, S. R., & Barlaz, M. A. (2009). Use of Life-Cycle Analysis To Support Solid Waste Management Planning for Delaware. ENVIRONMENTAL SCIENCE & TECHNOLOGY, 43(5), 1264–1270. https://doi.org/10.1021/es8018447

Liu, L., Zechman, E. M., Brill, Jr., E. D., Mahinthakumar, G., Ranjithan, S., & Uber, J. (2008). Adaptive Contamination Source Identification in Water Distribution Systems Using an Evolutionary Algorithm-based Dynamic Optimization Procedure. Water Distribution Systems Analysis Symposium 2006. Presented at the Eighth Annual Water Distribution Systems Analysis Symposium (WDSA). https://doi.org/10.1061/40941(247)123

Zechman, E. M., Brill, Jr., E. D., Mahinthakumar, G., Ranjithan, S., & Uber, J. (2008). Addressing Non-uniqueness in a Water Distribution Contaminant Source Identification Problem. Water Distribution Systems Analysis Symposium 2006. Presented at the Eighth Annual Water Distribution Systems Analysis Symposium (WDSA). https://doi.org/10.1061/40941(247)126

Lacroix, A., Kim, Y. R., & Ranjithan, S. R. (2008). Backcalculation of Dynamic Modulus from Resilient Modulus of Asphalt Concrete with an Artificial Neural Network. TRANSPORTATION RESEARCH RECORD, (2057), 107–113. https://doi.org/10.3141/2057-13

Liu, L., Brill, Jr., E. D., Mahinthakumar, G., & Ranjithan, S. (2008). Contaminant Source Characterization Using Logistic Regression and Local Search Methods. World Environmental and Water Resources Congress 2008. Presented at the World Environmental and Water Resources Congress 2008. https://doi.org/10.1061/40976(316)503

Kim, Y. R., Lee, Y.-C., & Ranjithan, S. R. (2008). Flexible Pavement Condition Evaluation Using Deflection Basin Parameters and Dynamic Finite Element Analysis Implemented by Artificial Neural Networks. In S. Tayabji & E. Lukanen (Eds.), Nondestructive Testing of Pavements and Backcalculation of Moduli: Third Volume (pp. 514–530). https://doi.org/10.1520/stp14788s

Kumar, J., Brill, E. D., Ranjithan, S. R., Mahinthakumar, G., & Uber, J. (2008). Source Identification for Contamination Events Involving Reactive Contaminants. World Environmental and Water Resources Congress 2008. Presented at the World Environmental and Water Resources Congress 2008. https://doi.org/10.1061/40976(316)504

Kumar, S. V., Doby, T. A., Baugh, J., Brill, E. D., & Ranjithan, S. R. (2007). Closure to "Optimal design of redundant water distribution networks using a cluster of workstations" by Sujay V. Kumar, Troy A. Doby, John W. Baugh Jr., E. Downey Brill, and S. Ranji Ranjithan. Journal of Water Resources Planning and Management, 133(6), 580–581. https://doi.org/10.1061/(asce)0733-9496(2007)133:6(580)

Liu, L., Brill, Jr., E. D., Mahinthakumar, G., Uber, J., Zechman, E. M., & Ranjithan, S. (2007). Considering Demand Variability and Measurement Uncertainties in Adaptive Source Characterization in Water Distribution Networks. World Environmental and Water Resources Congress 2007. Presented at the World Environmental and Water Resources Congress 2007. https://doi.org/10.1061/40927(243)502

Sreepathi, S., Mahinthakumar, K., Zechman, E., Ranjithan, R., Brill, D., Ma, X., & von Laszewski, G. (2007). Cyberinfrastructure for Contamination Source Characterization in Water Distribution Systems. In Y. Shi, G. D. van Albada, J. Dongarra, & P. M. A. Sloot (Eds.), Computational Science – ICCS 2007 (pp. 1058–1065). https://doi.org/10.1007/978-3-540-72584-8_139

Kumar, J., Zechman, E. M., Brill, E. D., Mahinthakumar, G., Ranjithan, S., & Uber, J. (2007). Evaluation of Non-Uniqueness in Contaminant Source Characterization Based on Sensors with Event Detection Methods. World Environmental and Water Resources Congress 2007. Presented at the World Environmental and Water Resources Congress 2007. https://doi.org/10.1061/40927(243)513

Mirghani, B., Tryby, M., Ranjithan, R., & Mahinthakumar, K. (2007). Evolutionary Algorithms-Based Grid Computational Framework for Solving Groundwater Characterization Problems. World Environmental and Water Resources Congress 2007. Presented at the World Environmental and Water Resources Congress 2007. https://doi.org/10.1061/40927(243)160

Zechman, E. M., & Ranji Ranjithan, S. (2007). Evolutionary computation-based approach for model error correction and calibration. Advances in Water Resources, 30(5), 1360–1370. https://doi.org/10.1016/j.advwatres.2006.11.013

Zechman, E. M., & Ranjithan, R. S. (2007). Generating Alternatives Using Evolutionary Algorithms for Water Resources and Environmental Management Problems. Journal of Water Resources Planning and Management, 133(2), 156–165. https://doi.org/10.1061/(ASCE)0733-9496(2007)133:2(156)

Tryby, M. E., Propato, M., & Ranjithan, R. (2007). Monitoring Sensor Network Design for Water Distribution Source Inversion Problems. World Environmental and Water Resources Congress 2007. Presented at the World Environmental and Water Resources Congress 2007. https://doi.org/10.1061/40927(243)521

Raghavachar, K., Mahinthakumar, G., Worley, P., Zechman, E., & Ranjithan, R. (2007). Parallel Performance Modeling using a Genetic Programming-based Error Correction Procedure. SIMULATION, 83(7), 515–527. https://doi.org/10.1177/0037549707084691

Mahinthakumar, K., von Laszewski, G., Ranjithan, R., Brill, D., Uber, J., Harrison, K., … Zechman, E. (2006). An Adaptive Cyberinfrastructure for Threat Management in Urban Water Distribution Systems. In V. N. Alexandrov, G. D. Albada, P. M. A. Sloot, & J. Dongarra (Eds.), Computational Science – ICCS 2006 (pp. 401–408). https://doi.org/10.1007/11758532_54

Fu, J. S., Brill, E. D., III, & Ranjithan, S. R. (2006). Conjunctive use of models to design cost-effective ozone control strategies. JOURNAL OF THE AIR & WASTE MANAGEMENT ASSOCIATION, 56(6), 800–809. https://doi.org/10.1080/10473289.2006.10464492

Kumar, S. V., Doby, T. A., Baugh, J., Brill, E. D., & Ranjithan, S. R. (2006). Optimal design of redundant water distribution networks using a cluster of workstations. Journal of Water Resources Planning and Management, 132(5), 374–384. https://doi.org/10.1061/(ASCE)0733-9496(2006)132:5(374)

Zechman, E., Mirghani, B., Mahinthakumar, G., & Ranjithan, S. R. (2005). A Genetic Programming-Based Surrogate Model Development and Its Application to a Groundwater Source Identification Problem. Impacts of Global Climate Change. Presented at the World Water and Environmental Resources Congress 2005. https://doi.org/10.1061/40792(173)341

Zechman, E., Mahinthakumar, G., & Ranjithan, S. R. (2005). Investigation and Demonstration of an Evolutionary Computation-Based Model Correction Procedure for a Numerical Simulation Model. Impacts of Global Climate Change. Presented at the World Water and Environmental Resources Congress 2005. https://doi.org/10.1061/40792(173)346

Zechman, E. M., & Ranjithan, S. R. (2005). Multipopulation cooperative coevolutionary programming (MCCP) to enhance design innovation. In H.-G. Beyer (Ed.), Proceedings of the 2005 conference on Genetic and evolutionary computation  - GECCO '05. https://doi.org/10.1145/1068009.1068286

Ranjithan, S. R. (2005). Role of evolutionary computation in environmental and water resources systems analysis. Journal of Water Resources Planning and Management, 131(1), 02-. https://doi.org/10.1061/(asce)0733-9496(2005)131:1(1)

Kaplan, P. Ö., Barlaz, M. A., & Ranjithan, S. R. (2004). A Procedure for Life-Cycle-Based Solid Waste Management with Consideration of Uncertainty. Journal of Industrial Ecology, 8(4), 155–172. https://doi.org/10.1162/1088198043630531

Zechman, E. M., & Ranjithan, S. R. (2004). An evolutionary algorithm to generate alternatives (EAGA) for engineering optimization problems. Engineering Optimization, 36(5), 539–553. https://doi.org/10.1080/03052150410001704863

Dorn, J. L., & Ranjithan, S. (2004). Generating Urban Watershed Management Alternatives Using Evolutionary Algorithms. Critical Transitions in Water and Environmental Resources Management. Presented at the World Water and Environmental Resources Congress 2004. https://doi.org/10.1061/40737(2004)241

Zechman, E. M., & Ranjithan, S. R. (2003). Are the "best" solutions to a real optimization problem always found in the noninferior set? Evolutionary algorithm for generating alternatives (EAGA). In Genetic and evolutionary computation--GECCO 2003: Genetic and Evolutionary Computation Conference, Chicago, IL, USA, July 12-16, 2003: Proceedings (Vol. 2724, pp. 1622–1623). https://doi.org/10.1007/3-540-45110-2_55

Barlaz, M. A., Kaplan, P. O., Ranjithan, S. R., & Rynk, R. (2003). Comparing recycling, composting and landfills. BioCycle, 44(9), 60-.

Harrell, L. J., & Ranjithan, S. R. (2003). Detention pond design and land use planning for watershed management. Journal of Water Resources Planning and Management, 129(2), 98–106. https://doi.org/10.1061/(ASCE)0733-9486(2003)129:2(98)

Barlaz, M. A., Kaplan, P. O., Ranjithan, S. R., & Rynk, R. (2003). Evaluating environmental impacts of solid waste management alternatives. BioCycle, 44(10), 52–56.

Dorn, J. L., & Ranjithan, S. R. (2003). Evolutionary multiobjective optimization in watershed water quality management. In Evolutionary multi-criterion optimization: Second international conference, EMO 2003, Faro, Portugal, April 8-11, 2003: proceedings (Vol. 2632, pp. 692–706). https://doi.org/10.1007/3-540-36970-8_49

Xu, B., Ranjithan, S. R., & Kim, Y. R. (2003). Using the asphalt pavement layer condition assessment program - Case studies. In Pavement assessment, monitoring and evaluation 2003 (pp. 66–75). https://doi.org/10.3141/1860-08

Kumar, S. V., & Ranjithan, S. (2002). Evaluation of the Constraint Method-Based Multiobjective Evolutionary Algorithm (CMEA) for a Three-Objective Optimization Problem. In W. B. Langdon, E. Cantu-Paz, K. Mathias, R. Roy, D. Davis, R. Poli, … N. Jonoska (Eds.), Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2002 (pp. 431–438). New York: Morgan Kaufmann.

Solano, E., Dumas, R. D., Harrison, K. W., Ranjithan, S. R., Barlaz, M. A., & Downey Brill, E. (2002). Life-Cycle-based Solid Waste Management. II: Illustrative Applications. Journal of Environmental Engineering, 128(10), 993–1005. https://doi.org/10.1061/(asce)0733-9372(2002)128:10(993)

Solano, E., Ranjithan, S. R., Barlaz, M., & Brill, E. D. (2002). Life-cycle-based solid waste management. I: Model development. Journal of Environmental Engineering (New York, N.Y.), 128(10), 981–992. https://doi.org/10.1061/(asce)0733-9372(2002)128:10(981)

Xu, B., Ranjithan, S. R., & Kim, Y. R. (2002). New condition assessment procedure for asphalt pavement layers using failing weight deflectometer deflections. In Assessing and evaluating pavements, 2002 (pp. 57–69). https://doi.org/10.3141/1806-07

Xu, B., Ranjithan, S. R., & Kim, Y. R. (2002). New relationships between failing weight deflectometer deflections and asphalt pavement layer condition indicators. In Assessing and evaluating pavements, 2002 (pp. 48–56). https://doi.org/10.3141/1806-06

Ranjithan, S. R., Chetan, S. K., & Dakshina, H. K. (2001). Constraint method-based evolutionary algorithm (CMEA) for multiobjective optimization. In Evolutionary multi-criterion optimization: First international conference, EMO 2001, Zurich, Switzerland, March 7-9, 2001: Proceedings (Vol. 1993, pp. 299–313). https://doi.org/10.1007/3-540-44719-9_21

Harrison, K. W., Dumas, R. D., Solano, E., Barlaz, M., Brill, E. D., & Ranjithan, S. R. (2001). Decision support tool for life-cycle-based solid waste management. Journal of Computing in Civil Engineering, 15(1), 44–58. https://doi.org/10.1061/(ASCE)0887-3801(2001)15:1(44)

Loughlin, D. H., Ranjithan, SR, Brill, E. D., & Baugh, J. W. (2001). Genetic algorithm approaches for addressing unmodeled objectives in optimization problems. ENGINEERING OPTIMIZATION, 33(5), 549–569. https://doi.org/10.1080/03052150108940933

Loughlin, D. H., Ranjithan, SR, Baugh, J. W., & Brill, E. D. (2000). Application of genetic algorithms for the design of ozone control strategies. JOURNAL OF THE AIR & WASTE MANAGEMENT ASSOCIATION, 50(6), 1050–1063. https://doi.org/10.1080/10473289.2000.10464133

Loughlin, D. H., & Ranjithan, S. (1999). Chance-Constrained Genetic Algorithms. In W. Banzhaf, J. Daida, A. E. Eiben, M. H. Garzon, & V. Honavar (Eds.), GECCO-99: Proceedings of the Genetic and Evolutionary Computation Conference (Vol. 1, pp. 369–376). San Francisco, CA: Morgan Kaufmann.

Harrell, L. J., & Ranjithan, S. (1999). Evaluation of Alternative Penalty Function Implementations in a Watershed Management Design Problem. In W. Banzhaf, J. Daida, A. E. Eiben, M. Garzon, & V. Honavar (Eds.), GECCO-99: Proceedings of the Genetic and Evolutionary Computation Conference (Vol. 2, pp. 1551–1558). San Francisco, CA: Morgan Kaufmann.

Weitz, K., Barlaz, M., Ranjithan, R., Brill, D., Thorneloe, S., & Ham, R. (1999). Life Cycle Management of Municipal Solid Waste. The International Journal of Life Cycle Assessment, 4(4), 195–201. https://doi.org/10.1007/bf02979496

Heidari, M., & Ranjithan, SR. (1998). A hybrid optimization approach to thf estimation of distributed parameters in two-dimensional confined aquifers. JOURNAL OF THE AMERICAN WATER RESOURCES ASSOCIATION, 34(4), 909–920. https://doi.org/10.1111/j.1752-1688.1998.tb01525.x

Ranjithan, S. R., Barlaz, M. A., Brill, E. D., Dumas, R. D., Harrison, K. W., Kosmicki, B. A., & Solano, E. (1998). Development of alternative solid waste management options with economic and environmental considerations: A mathematical modeling approach. International Solid Waste Association 1998 World Congress, Charlotte, NC, Oct. 26-29, 1998, (1998 Oct.).

Lee, Y. C., Kim, Y. R., & Ranjithan, S. R. (1998). Dynamic analysis-based approach to determine flexible pavement layer moduli using deflection basin parameters. In Recent pavement research issues (pp. 36–42). https://doi.org/10.3141/1639-04

Harrell, L. J., & Ranjithan, S. (1998). Generation of alternative strategies for insightful decision making in watershed management. Water resources and the urban environment: Proceedings of the 25th Annual Conference on Water Resources Planning and Management (ASCE), Chicago, IL, June 7-10, 1998.

Harrison, K. W., Ranjithan, S., & al. (1998). Interactively exploring efficient solid waste management alternatives to meet environmental goals. Coordination: Water resources and environment: Proceedings of special session of ASCE's 25th Annual Conference on Water Resources Planning and Management and the 1998 Annual Conference on Environmental Engineering, June 1998, Chicago, Illinois. Reston, Va.: American Society of Civil Engineers.

Eldessouki, W., Rouphail, N., Beja, M., & Ranjithan, S. R. (1998). Multiperiod highway improvement and construction scheduling: Model development and application. In Land use and transportation planning and programming applications (pp. 96–104). Washington, DC: Transportation Research Board.

Loughlin, D., Ranjithan, S., Brill, E. D., Baugh, J., & Fine, S. (1998). Prototype decision support tool for developing tropospheric ozone control strategies. Water resources and the urban environment-98: Proceedings of the 1998 National Conference on Environmental Engineering. ASCE Joint 25th Annual Conference on Water Resources Planning and Management and 1998 National Conference on Environmental Engineering, Chicago, IL, June 7-10,1998. Reston, VA: American Society of Civil Engineers.

Harrell, L. J., & Ranjithan, S. (1997). Generating efficient watershed management strategies using a genetic algorithms-based method. In Aesthetics in the constructed environment: Proceedings of 24th Annual Water Resources Planning and Management Conference Houston, Texas, April 6-9, 1997 (pp. 272–277). New York: American Society of Civil Engineers.

Loughlin, D. H., & Ranjithan, S. (1997). The Neighborhood Constraint Method: A genetic algorithm-based multiobjective optimization technique. Genetic algorithms: Proceedings of the Seventh International Conference on Genetic Algorithms, East Lansing, Michigan, July 19-23, 1997, 7, 666–673. San Francisco, Calif.: M. Kaufmann.

Dunstan, P. S., Ranjithan, S. R., & Bernold, L. E. (1996). Neural network model for the automated control of springback in rebars. IEEE Expert, 11(4), 45–49. https://doi.org/10.1109/64.511776

Cieniawski, S. E., Eheart, J. W., & Ranjithan, S. (1995). Using Genetic Algorithms to Solve a Multiobjective Groundwater Monitoring Problem. Water Resources Research, 31(2), 399–409. https://doi.org/10.1029/94wr02039

Ritzel, B. J., Eheart, J. W., & Ranjithan, S. (1994). Using genetic algorithms to solve a multiple objective groundwater pollution containment problem. Water Resources Research, 30(5), 1589–1603. https://doi.org/10.1029/93wr03511

Michielssen, E., Sajer, J.-M., Ranjithan, S., & Mittra, R. (1993). Design of lightweight, broad-band microwave absorbers using genetic algorithms. IEEE Transactions on Microwave Theory and Techniques, 41(6), 1024–1031. https://doi.org/10.1109/22.238519

Garrett, J. H., Jr, Case, M. P., Hall, J. W., Yerramareddy, S., Herman, A., Sun, R., … Westervelt, J. (1993). Engineering applications of neural networks. Journal of Intelligent Manufacturing, 4(1), 1–21. https://doi.org/10.1007/bf00124977

Ranjithan, S., Eheart, J. W., & Garrett, J. H., Jr. (1993). Neural network-based screening for groundwater reclamation under uncertainty. Water Resources Research, 29(3), 563–574. https://doi.org/10.1029/92wr02129

Garrett, J. H., Jr, Ranjithan, S., & Eheart, J. W. (1992). Application of Neural Networks to Groundwater Remediation. In R. Allen (Ed.), Expert Systems in Civil Engineering - Knowledge Representation. New York: ASCE.

Michielssen, E., Ranjithan, S., & Mittra, R. (1992). Optimal multilayer filter design using real coded genetic algorithms. IEE Proceedings J Optoelectronics, 139(6), 413. https://doi.org/10.1049/ip-j.1992.0070

Ranjithan, S., Garrett, J. H., Jr., & Eheart, J. W. (1991). A Feedback Neural Network Approach to Optimization: An Application in Groundwater Remediation Design. In C. H. Dagli (Ed.), Intelligent Engineering Systems Through Artificial Neural Networks: Proceedings of the Int. Conference on Artificial Neural Networks in Engineering, St. Louis, Missouri.

Brill, E. D., Flach, J. M., Hopkins, L. D., & Ranjithan, S. (1990). MGA: a decision support system for complex, incompletely defined problems. IEEE Transactions on Systems, Man, and Cybernetics, 20(4), 745–757. https://doi.org/10.1109/21.105076

Van Oudheusden, D. L., Ranjithan, S., & Singh, K. N. (1987). The design of bus route systems — An interactive location-allocation approach. Transportation, 14(3), 253–270. https://doi.org/10.1007/bf00837532