Publications
Pareto archived dynamically dimensioned search with hypervolume-based selection for multi-objective optimization. Engineering Optimization, 45, 1489-1509. doi:10.1080/0305215X.2012.748046
. (2013). PADDS algorithm assessment for biobjective water distribution system benchmark design problems. Journal of Water Resources Planning and Management, 144. doi:10.1061/(ASCE)WR.1943-5452.0000875
. (2018). Optimizing hydrological consistency by incorporating hydrological signatures into model calibration objectives. Water Resources Research, 51, 3796-3814. doi:10.1002/2014WR016520
. (2015). Numerical assessment of metamodelling strategies in computationally intensive optimization. Environmental Modelling and Software, 34, 67-86. doi:10.1016/j.envsoft.2011.09.010
. (2012). A new selection metric for multiobjective hydrologic model calibration. Water Resources Research, 50, 7082-7099. doi:10.1002/2013WR014970
. (2014). A new formulation for feedforward neural networks. IEEE Transactions on Neural Networks, 22, 1588-1598. doi:10.1109/TNN.2011.2163169
. (2011). New dynamically dimensioned search algorithm for automatic calibration with application to phosphorous transport in northeast watershed. In Examining the Confluence of Environmental and Water Concerns - Proceedings of the World Environmental and Water Resources Congress 2006. doi:10.1061/40856(200)316
. (2007). A new algorithm for water distribution system optimization: Discrete dynamically dimensioned search. In World Environmental and Water Resources Congress 2008: Ahupua'a - Proceedings of the World Environmental and Water Resources Congress 2008 (Vol. 316). doi:10.1061/40976(316)494
. (2008). Model Variable Augmentation (MVA) for Diagnostic Assessment of Sensitivity Analysis Results. Water Resources Research, 55, 2631-2651. doi:10.1029/2018WR023382
. (2019). Minimizing water residence time in Quebec City's main distribution network using hybrid discrete dynamically dimensioned search (HD-DDS): Part II. Journal of Water Supply: Research and Technology - AQUA, 64, 378-390. doi:10.2166/aqua.2014.054
. (2015). Machine Learning for Streamflow Prediction: Current Status and Future Prospects. AGU Fall Meeting Abstracts, 2019, H33L-2127.
. (2019). Introductory overview: Optimization using evolutionary algorithms and other metaheuristics. Environmental Modelling and Software, 195-213. doi:10.1016/j.envsoft.2018.11.018
. (2019). Improving the efficiency of Monte Carlo Bayesian calibration of hydrologic models via model pre-emption. Journal of Hydroinformatics, 17, 763-770. doi:10.2166/hydro.2015.043
. (2015). A hydrological prediction system based on the SVS land-surface scheme: Efficient calibration of GEM-Hydro for streamflow simulation over the Lake Ontario basin. Hydrology and Earth System Sciences, 21, 4825-4839. doi:10.5194/hess-21-4825-2017
(2017). Hybrid Pareto archived dynamically dimensioned search for multi-objective combinatorial optimization: Application to water distribution network design. Journal of Hydroinformatics, 14, 192-205. doi:10.2166/hydro.2011.098
. (2012). Hybrid discrete dynamically dimensioned search (HD-DDS) algorithm for water distribution system design optimization. Water Resources Research, 45. doi:10.1029/2008WR007673
. (2009). Great Lakes Runoff Inter-comparison Project, phase 2: Lake Ontario (GRIP-O). Journal of Great Lakes Research, 43, 217-227. doi:10.1016/j.jglr.2016.10.004
. (2017). Genetic algorithms for reliability-based optimization of water distribution systems. Journal of Water Resources Planning and Management, 130, 63-72. doi:10.1061/(ASCE)0733-9496(2004)130:1(63)
. (2004). Genetic algorithms for reliability-based optimization in water quality management. In 2000 Annual Conference Abstracts - Canadian Society for Civil Engineering (p. 39). Retrieved from https://www.scopus.com/inward/record.uri?eid=2-s2.0-21844467524&partnerID=40&md5=f5f221a32119c567eae2b4516c1be11d
. (2000). Future Phosphorus Loading to the Cannonsville Reservoir. In World Water and Environmental Resources Congress (pp. 2355-2363). Retrieved from https://www.scopus.com/inward/record.uri?eid=2-s2.0-0942279343&partnerID=40&md5=13bf6644f8d19abd396d383ce9f89c34
. (2003).