A MapReduce based Parallel Niche Genetic Algorithm for contaminant source identification in water distribution network

Ostfeld, 2008, The battle of the water sensor networks (bwsn): A design challenge for engineers and algorithms, J. Water Res. Plan. Manag., 134, 556, 10.1061/(ASCE)0733-9496(2008)134:6(556) Laird, 2005, Contamination source determination for water networks, J. Water Res. Plan. Manag., 131, 125, 10.1061/(ASCE)0733-9496(2005)131:2(125) De Sanctis, 2010, Real-time identification of possible contamination sources using network backtracking methods, J. Water Res. Plan. Manag., 136, 444, 10.1061/(ASCE)WR.1943-5452.0000050 Wang, 2014, Improving efficiency of the bayesian approach to water distribution contaminant source characterization with support vector regression, J. Water Res. Plan. Manag., 140, 3, 10.1061/(ASCE)WR.1943-5452.0000323 Huang, 2009, Data mining to identify contaminant event locations in water distribution systems, J. Water Res. Plan. Manag., 135, 466, 10.1061/(ASCE)0733-9496(2009)135:6(466) Guan, 2006, Identification of contaminant sources in water distribution systems using simulation coptimization method: Case study, J. Water Res. Plan. Manag., 132, 252, 10.1061/(ASCE)0733-9496(2006)132:4(252) Zechman, 2009, Evolutionary computation-based methods for characterizing contaminant sources in a water distribution system, J. Water Res. Plan. Manag., 135, 334, 10.1061/(ASCE)0733-9496(2009)135:5(334) Lin, 2002, Niche identification techniques in multimodal genetic search with sharing scheme, Adv. Eng. Softw., 33, 779, 10.1016/S0965-9978(02)00045-5 Ostfeld, 2008, The battle of the water sensor networks (bwsn): A design challenge for engineers and algorithms, J. Water Res. Plan. Manag., 134, 556, 10.1061/(ASCE)0733-9496(2008)134:6(556) Krause, 2008, Efficient sensor placement optimization for securing large water distribution networks, J. Water Res. Plan. Manag., 134, 516, 10.1061/(ASCE)0733-9496(2008)134:6(516) Kumar, 2010 Wang, 2014, Dddas-based parallel simulation of threat management for urban water distribution systems, Comput. Sci. Eng., 16, 8, 10.1109/MCSE.2012.89 Yang, 2010, Mapreduce as a programming model for association rules algorithm on hadoop, 99 Shang, 2002, Particle backtracking algorithm for water distribution system analysis, J. Environ. Eng., 128, 441, 10.1061/(ASCE)0733-9372(2002)128:5(441) Perelman, 2013, Bayesian networks for source intrusion detection, J. Water Res. Plan. Manag., 139, 426, 10.1061/(ASCE)WR.1943-5452.0000288 Wang, 2013, Characterization of groundwater contaminant source using bayesian method, Stoch. Environ. Res. Risk Assess., 27, 867, 10.1007/s00477-012-0622-9 Liu, 2011, Contamination source identification in water distribution systems using an adaptive dynamic optimization procedure, J. Water Res. Plan. Manag., 137, 183, 10.1061/(ASCE)WR.1943-5452.0000104 Wong, 2012, Evolutionary multimodal optimization using the principle of locality, Inf. Sci., 194, 138, 10.1016/j.ins.2011.12.016 Li, 2004, Adaptively choosing neighbourhood bests using species in a particle swarm optimizer for multimodal function optimization, vol. 3102, 105 Qu, 2013, A distance-based locally informed particle swarm model for multimodal optimization, Evol. Comput. IEEE Trans., 17, 387, 10.1109/TEVC.2012.2203138 Qu, 2012, Differential evolution with neighborhood mutation for multimodal optimization, Evol. Comput. IEEE Trans., 16, 601, 10.1109/TEVC.2011.2161873 Stoean, 2010, Multimodal optimization by means of a topological species conservation algorithm, Evol. Comput. IEEE Trans., 14, 842, 10.1109/TEVC.2010.2041668 O. Piller, M. Propato, M.E. Tryby, Linear algebra analysis for contaminant source identification in water distribution systems, Proceedings of the Conference on World Environmental and Water Resources Congress 2007, pp. 1–10 (Chapter 513).