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Email Address:
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Personal Website: www.people.ex.ac.uk/dsavic/ Research Interests
Professor Savic's research interests include:
- the development and application of risk based decision-support systems;
- the development and application of modelling and optimization techniques to water engineering systems, with particular application to the operation and design of urban water distribution and wastewater systems;
- water distribution and sewer asset deterioration modelling and management.
Teaching Interests
Professor Savic has lectured extensively in the fields of:
- urban water;
- system optimization;
- hydroinformatics.
Other Relevant Information
Professor Savic jointly leads the Centre for Water Systems which has about 30 researchers working mainly in the areas of urban water, system optimisation and hydroinformatics. The Centre has developed novel algorithms and software tools which are being applied to a variety of real engineering design problems in collaboration with water industry consultants and water companies worldwide.
Qualifications : Dipl. Ing. (Belgrade), MSc (Belgrade), PhD (Manitoba)
Projects
Publications
2011- McClymont, K., Walker, D., Keedwell, K., Everson, R., Fieldsend J., Savic, D. and Randall-Smith, M. (2011): Novel Methods for Ranking District Metered Areas for Water Distribution Network Maintenance Scheduling, Proceedings of the Eleventh International Conference on Computing and Control for the Water Industry (CCWI 2011)
- Bicik, J., Kapelan, Z., Makropoulos, C. and Savic, D. A. (2011): Pipe Burst Diagnostics Using Evidence Theory, Journal of Hydroinformatics, 13(4), pp 596-608
2010- Bicik, J., Kapelan, Z. & Savic, D. A. (2010): Risk-Based Prioritisation of Alarms in Water Distribution System Operations, Proceedings of the 9th International Conference on Hydroinformatics 2010 (HIC 2010), Tianjin, China, 7-11 September 2010
2009- Berardi, L., Giustolisi, O., Savic, D.A. and Kapelan, Z. (2009): An effective multi-objective approach to prioritisation of sewer pipe inspection, Water Science & Technology, 60(4), pp 841-850
- Giustolisi, O. and Savic, D.A. (2009): Advances In Data-Driven Analyses and Modelling Using EPR-MOGA, Journal of Hydroinformatics, 11(3-4), pp 225-236
- Savic, D.A., Giustolisi, O. and Laucelli, D.B. (2009): Asset performance analysis using multi-utility data and multi-objective data mining techniques, Journal of Hydroinformatics, 11(3-4), pp 211-224
- Jonkergouw, P., D. Zhong , X.Q. Huo, S-T. Khu, D.A. Savic and H-B. Zhao (2009): A variable rate coefficient chlorine decay model, Environmental Science & Technology, 43(2), pp 408-414
- Vamvakeridou-Lyroudia, L. S., Bicik, J., Awad, H., Savic, D. A. & Kapelan, Z. (2009): Developing and implementing a real-time intervention management model for water distribution systems, Proceedings of the 10th International Conference on Computing and Control for the Water Industry, CCWI 2009 - "Integrating Water Systems", Sheffield, UK, 1-3 September 2009, pp 339-345
- Vamvakeridou-Lyroudia, L. S., Morley, M. S., Bicik, J., Green, C., Smith, M. & Savic, D. A. (2009): AquatorGA: Integrated optimisation for reservoir operation using multiobjective genetic algorithms, Proceedings of the 10th International Conference on Computing and Control for the Water Industry, CCWI 2009 - "Integrating Water Systems", Sheffield, UK, 1-3 September 2009, pp 493-500
- Morley, M. S., Bicik, J., Vamvakeridou-Lyroudia, L. S., Kapelan, Z. & Savic, D. A. (2009): Neptune DSS: A Decision Support System for Near-Real Time Operations Management of Water Distribution Systems, Proceedings of the 10th International Conference on Computing and Control for the Water Industry, CCWI 2009 - "Integrating Water Systems", Sheffield, UK, 1-3 September 2009, pp 249-255
- Bicik, J., Savic, D.A. & Kapelan, Z. (2009): Operation of Water Distribution Systems Using Risk-based Decision Making, Proceedings of the 10th International Conference on Computing and Control for the Water Industry, CCWI 2009 - "Integrating Water Systems", Sheffield, UK 1-3 September 2009, pp 143-149
- Bicik, J., Kapelan, Z. & Savic, D.A. (2009): Operational Perspective of the Impact of Failures in Water Distribution Systems, Proceedings of the World Environmental & Water Resources Congress 2009 (WDSA 2009), Kansas City, Missouri, 17-21 May, 2009, pp 305-314
- Kapelan, Z. and Savic, D. (2009): Editorial: Special Issue on WDS Model Calibration, Urban Water Journal, 6(1), pp 1-2
- Olsson, R.J, Kapelan, Z., and Savic, D. (2009): Probabilistic Building Block Identification for the Design and Rehabilitation of Water Distribution Systems, Journal of Hydroinformatics, pp 89-105
- Savic, D.A., Kapelan, Z. and Jonkergouw, P.M.R. (2009): Quo vadis water distribution model calibration?, Urban Water Journal, 6(1), pp 3-22
- Behzadian, K., Kapelan, Z., Savic, D.A. and Ardeshir A. (2009): Stochastic Sampling Design using Multiobjective Genetic Algorithm and Adaptive Neural Networks, Environmental Modelling and Software, 24(4), pp 530-541
- Bicik, J., Makropoulos, C., Kapelan, Z. & Savic, D.A. (2009): The Application of Evidence Theory in Decision Support for Water Distribution System Operations, Proceedings of the 8th International Conference on Hydroinformatics (HIC2009), Concepcion, Chile
- Tabesh, M., Soltani, J., Farmani, R. and Savic, D.A. (2009): Assessing Pipe Failure Rate and Mechanical Reliability of Water Distribution Networks Using Data Driven Modelling, Journal of Hydroinformatics, 11(1), pp 1-17
- Leandro, J., Chen, A., Djordjevic, S. and Savic, D.A. (2009): A comparison of 1D/1D and 1D/2D coupled hydraulic models for urban flood simulation, Journal of Hydraulic Engineering, 135(6), pp 495-504
- di Pierro F., Berardi, L., Khu S. T. and Savic, D. A. (2009): Efficient Multi-Objective Optimal Design of Water Distribution Networks on a Budget of Simulations Using Hybrid Algorithms, Environmental Modelling & Software Journal, 24(2), pp 202 - 213
2008- Giustolisi, O., Z. Kapelan and D.A. Savic (2008): Extended Period Simulation Analysis Considering Valve Shutdowns, ASCE Journal of Water Resources Planning and Management, 134(6), pp 527-537
- Farmani, R., Henriksen, H.J. and Savic, D.A. (2008): An evolutionary Bayesian belief network methodology for optimum management of groundwater contamination, Environmental Modelling & Software , 24(3), pp 303-310
- Bicik, J., Makropoulos, C., Joksimovic, D., Kapelan, Z., Morley, M.S. & Savic, D.A. (2008): Conceptual Risk-Based Decision Support Methodology for Improved Near Real-Time Response to WDS Failures, Proceedings of the 10th Annual Water Distribution Systems Analysis Conference (WDSA2008), Kruger National Park, South Africa, pp 510-519
- Bicik, J., Morley, M.S. & Savic, D.A. (2008): A Rapid Optimization Prototyping Tool For Spreadsheet-Based Models, Proceedings of the 10th Annual Water Distribution Systems Analysis Conference (WDSA2008), Kruger National Park, South Africa, pp 472-482
- Ostfeld, A., Uber, J.G., Salomons, E., Berry, J.W., Hart, W.E., Phillips, C.A., Watson, J-P., Dorini, G., Jonkergouw, P., Kapelan, Z. et al. (2008): The Battle of the Water Sensor Networks (BWSN): A Design Challenge for Engineers and Algorithms, ASCE Journal of Water Resources Planning and Management, 134(6), pp 556-568
- Dawson, R.J., Speight, L., Hall, J.W., Djordjevic, S., Savic, D.A. and Leandro, J. (2008): Attribution of flood risk in urban areas, Journal of Hydroinformatics, 10.4, pp 275-288
- Cutore, P., Campisano, A., Kapelan, Z., Modica, C., and, Savic, D., (2008): Probabilistic Prediction of Urban Water Consumption using the SCEM-UA Algorithm, Urban Water Journal, 5(2), pp 125-132
- Giustolisi, O., Savic, D.A. and Kapelan, Z. (2008): Pressure-driven Demand and Leakage Simulation for Water Distribution Networks, ASCE Journal of Hydraulic Engineering, 134(5), pp 626-635
- Berardi, L., Kapelan, Z., Giustolisi, O. and Savic, D.A. (2008): Development of Pipe Deterioration Models for Water Distribution Systems using EPR, Journal of Hydroinformatics (IWA), 10(2), pp 113-126
- Doglioni, A., Giustolisi, O., Savic, D.A. and Webb, B.W. (2008): An Investigation on Stream Temperature Analysis Based on Evolutionary Computing, Hydrological Processes, 22(3), pp 315-326
- di Pierro, F., Khu, S.T. and Savic, D.A. (2008): Many-Objective Evolutionary Optimisation, in Juan R. Rabuñal, Julián Dorado and Alejandro Pazos (edts), Encyclopaedya of Artificial Intelligence, Idea Group Publishing
- Giustolisi, O., Doglioni, A., Savic, D.A. and di Pierro, F. (2008): An evolutionary multiobjective strategy for the effective management of groundwater resources, Water Resources Research, Vol. 44, W01403, pp doi:10.1029/2006WR005359
- Giustolisi, O., Kapelan, Z. and Savic, D.A. (2008): An algorithm for automatic detection of topological changes in water distribution networks, ASCE Journal of Hydraulic Engineering, 134(4), pp 435-446
- Jonkergouw, P., Khu, S-T., Kapelan, Z. and Savic, D.A. (2008): Water Quality Model Calibration Under Unknown Demands, ASCE Journal of Water Resources, Planning and Management, 134(4), pp 326-336
2007- Hall, J.W., Dawson, R.J., Speight, L., Djordjevic, S., Savic, D.A. and Leandro, J. (2007): Sensitivity based attribution of flood risk, NOVATECH 2007, Lyon, Vol. 1, pp 123-130
- Kapelan, Z., Savic, D., Giustolisi, O. amd Berardi, L. (2007): Development of Clean and Wastewater Pipe Failure Prediction Models Using EPR, Voda i Sanitarna Tehnika, 37(2), pp 47-56
- Farmani, R., Ingeduld, P., Savic, D.A., Walters, G.A., Svitak, Z. and Berka, J. (2007): Hydraulic water quality and realtime control model of South West Moravian regional water supply system, Water Management Journal (Institution of Civil Engineers), 160(WM2), pp 103-108
- Joksimovic, D., D.A. Savic, G.A. Walters, D. Bixio, K. Katsoufidou, S.G. Yiantsios (2007): Development and validation of system design principles for water reuse systems, Desalination, 218, pp 142-153
- Farmani R., Abadia R. and Savic D. (2007): Optimum design and management of pressurized branched irrigation networks, ASCE Journal of Irrigation and Drainage Engineering, 133, pp 528-537
- Farmani R., Ingeduld P., Savic D., Walters G.A., Svitak Z. and Berka J (2007): Master planning of a major water supply system, Proceedings of ICE, Water Management, 160, pp 103-108
- Farmani R., Savic D.A., and Walters G.A. (2007): On Convergence of multiobjective Pareto front: Perturbation method, EMO2007, Obayashi et al. (Eds.), LNCS 4403, pp 443-456
- Kapelan, Z., Savic, D.A. and Walters, G.A. (2007): Calibration of water distribution hydraulic models using a Bayesian-Type procedure, ASCE Journal of Hydraulic Engineering, 133(8), pp 927-936
- Hochstrat, R., D. Joksimovic, T. Wintgens, T. Melin and D.A. Savic. (2007): Economic considerations and Decision Support Tool for wastewater reuse scheme planning, Water Science & Technology, 56(5), pp 175-182
- Vamvakeridou-Lyroudia, L.S., Savic D.A. and Walters, G.A. (2007): Tank simulation for the optimisation of water distribution networks, Journal of Hydraulic Engineering, ACSE, 133(6), pp 625-636
- Chen, A. S., Djordjevic, S., Leandro, J., Savic, D. (2007): The urban inundation model with bidirectional flow interaction between 2D overland surface and 1D sewer networks, NOVATECH 2007, Lyon, Vol. 1, pp 465-472
- Djordjevic, S., Chen, A. S., Leandro, J., Savic, D., Boonya-aroonnet, S., Maksimovic, C., Prodanovic, D., Blanksby J., Saul, A. (2007): Integrated sub-surface/surface 1D/1D and 1D/2D modelling of urban flooding, Aquaterra World Forum on Delta and Coastal Development, Amsterdam, The Netherlands
- Leandro, J., Djordjevic, S., Chen, A. S., Savic D. (2007): The use of multiple-linking-element for connecting sewer and surface drainage networks, The 32th Congress of IAHR "Harmonizing the Demands of Art and Nature in Hydraulics", Venice, Italy
- Giustolisi, O., Doglioni, A., Savic, D.A. and Webb, B.W. (2007): A multi-model approach to analysis of environmental phenomena, Elsevier - Environmental Modelling and Software, 22, pp 674-682
- Dorini, G., di Pierro, F., Savic, D.A. and Piunovskyi, A.B. (2007): Neighbourhood Search for Constricting Pareto Sets, Springer - Mathematical Methods of Operations Research, 65, pp 315-337
- di Pierro F., Khu S. T. and Savic D.A. (2007): An Investigation on Preference Ordering Ranking Scheme in Multiobjective Evolutionary Optimization, IEEE Transactions on Evolutionary Computation, 11(1), pp 17-45
- Babayan, A.V., Savic, D.A., Walters, G.A. and Kapelan, Z. (2007): Robust Least-cost Design of Water Distribution Networks using Redundancy and Integration based Methodologies, ASCE Journal of Water Resources, Planning and Management, 133(1), pp 67-77
2006- di Pierro, F., Khu, S. T. and Savic;, D. A. (2006): A Theoretical Analysis on Preference Ordering and Interdependence between Objectives, School of Engineering, Computer Sciences and Mathematics, Exeter Report Number 2006/01
- Farmani R., Walters G.A. and Savic D.A (2006): Evolutionary multi-objective optimization of the design and operation of water distribution network: total cost vs. reliability vs. water quality, Journal of Hydroinformatics, 8, pp 165-179
- Farmani R., Savic D.A. and Walters G.A (2006): A hybrid technique for optimization of branched urban water systems, 7th international conference on Hydroinformatics, HIC 2006, Nice, France, 2, pp 985-992
- Giustolisi, O., Laucelli, D. and Savic, D.A. (2006): Development of rehabilitation plans for water mains replacement considering risk and cost-benefit assessment, Civil Engineering & Environmental Systems (Taylor & Francis), 23(3), pp 175-190
- Joksimovic, D. and Savic, D.A. (2006): Cost Management and Optimisation, Chapter 3 in Water Reuse System Management Manual AQUAREC, Edited by D. Bixio and T. Wintgens, Office for Official Publications of the European Communities, Luxembourg
- Vamvakeridou-Lyroudia, L.S., Savic D.A. and Walters, G.A. (2006): Subjective and objective MCDM methods for the optimal design of water distribution systems using genetic algorithms, 7th International Conference on Hydroinformatics (HIC 2006), Nice, France, Sept.2006, Vol IV, pp 3015-3022
- Vamvakeridou-Lyroudia, L.S., Savic D.A. and Walters, G.A. (2006): Fuzzy hierarchical decision support system for water distribution network optimisation, Civil Eng. and Env. Sytems, 23 (3), pp 237-261
- Bixio, D., Thoeye, C., De Koning, J., Joksimovic, D., Savic, D.A., Wintgens, T. & Melin, T. (2006): Wastewater Reuse in Europe, Desalination, 187, pp 89-101
- Joksimovic, D., Kubik, J., Hlavinek, P., Savic, D.A. & Walters, G.A. (2006): Development of an Integrated Simulation Model for Treatment and Distribution of Reclaimed Water, Desalination, 188, pp 9-20
- Joksimovic, D., Savic, D.A. & Walters, G.A. (2006): An Integrated Approach to Least-Cost Planning of Water Reuse Schemes, Water Science & Technology: Water Supply, 6 (5), pp 93-100
- Van Zyl, J.E., Savic, D.A. and Walters, G.A. (2006): Explicit Integration Method for Extended-Period Simulation of Water Distribution Systems, American Society of Civil Engineers, Journal of Hydraulic Engineering, 132, pp 385-392
- McIntosh, B.S., di Pierro, F., Jeffrey, P., Khu, S.-T., Fox, C., Savic, D.A., Sewell, N., Tran, H. and Owen, A. (2006): Taking account of water supply infrastructure in land-use planning: an integrated supply-demand approach, Trans. 3rd Biennial Meeting of the Int. Env. Modelling and Software Soc IEMSS.
- di Pierro F., Khu S.T., Savic D.A. and Perardi, L. (2006): Metaheuristic algorithms for multi-objective optimal design of water distribution networks, 7th Int. Conf. on Hydroinformatics
- di Pierro F., Khu S. T. and Savic D.A. (2006): From single-objective to multiple-objective multiple-rainfall events automatic calibration of urban storm water runoff models using genetic algorithms, Water Science and Technology, 54(6-7), pp 57-64
- Savic, D., Giustolisi, O., Berardi, L., Shepherd, W., Djordjevic, S. and Saul, A. (2006): Modelling sewer failure by evolutionary computing, Proceedings of ICE, Water Management, 159(WM2), pp 111-118
- Khu, S.T., di-Pierro, F., Savic, D.A., Djordjevic, S. and Walters, G. (2006): Incorporating spatial and temporal information for urban drainage model calibration: An approach using Preference ordering genetic algorithm, Advances in Water Resources, 29(8), pp 1168-1181
- Tricarico, C., Kapelan, Z., Savic, D.A., de Marinis, G. and Gargano, R. (2006): A multiobjective optimisation approach for the rehabilitation of hydraulic networks under uncertain demands, Civil Engineering and Environmental Systems, 23(3), pp 191-207
- Babayan, A.V., Kapelan, Z., Savic, D.A. and Walters, G.A. (2006): Comparison of Two Methods for the Stochastic Least Cost Design of Water Distribution Systems, Engineering Optimization, 38(3), pp 281-297
- Kapelan, Z., Savic, D.A. and Walters, G.A. and Babayan, A. (2006): Risk and Robustness based Solutions to Multiobjective Water Distribution System Rehabilitation Problems under Uncertainty, Water Science & Technology, 53(1), pp 61-75
2005- di Pierro, F., Khu, S. T., Dragan Savic, D. (2005): From Single-Objective to Multiple-Objective Multiple-Rainfall Events Automatic Calibration of Urban Storm Water Runoff Models Using Genetic Algorithms, Proceedings from 10th International Conference on Urban Drainage, Copenhagen/Denmark, 21-26 August 2005
- Chaudhry, F., Reis, L., Savic, D. and Walters, G.A. (2005): Multi-reservoir operation planning using hybrid genetic algorithm and linear programming (GA-LP): an alternative stochastic
approach., Water Resources Management, 19 (6), pp 831-848
- Farmani R., Walters G.A. and Savic D.A. (2005): Trade-off between total cost and reliability for Anytown water distribution network, ASCE journal of water resources planning and management, 131, pp 161-171
- Farmani R., Wright J.A., Savic D.A. and Walters G.A. (2005): Self-adaptive fitness formulation for evolutionary constrained optimization of water systems, Journal of Computing in Civil Engineering, 19, pp 212-216
- Farmani R., Savic D.A. and Walters G.A (2005): Fuzzy rules for hydraulic reliability-based design and operation of water distribution systems, ASCE
- Farmani R., Ingeduld P., Savic D., Walters G., Svitak Z., Berka J. (2005): Hydraulic, water quality, and real-time control model of south-west Moravian regional water supply system, CCWI, 1, pp 123-128
- Duarte P., Farmani R., Alegre H., Savic D., Walters G., Monteiro J. (2005): water distribution systems optimisation and technical performance assessment, Using technical performance assessment for comparing solutions, CCWI, 2, pp 9-14
- Makropoulos, C.K., Morley, M., Memon, F.A., Butler, D., Savic, D. and Ashley,R.A (2005): A Decision Support Framework for Sustainable Urban Water Planning and Management in New Urban Areas, 10th International Conference on Urban Drainage, Copenhagen/Denmark, 21-26, August 2005
- Vamvakeridou-Lyroudia, L.S., Walters, G.A. and Savic, D.A. (2005): Water network optimisation using fuzzy multiobjective genetic algorithms, Proc. 8th Int. Conf. on the Application of Artificial Intelligence to Civil, Structural and Environmental Engineering, Topping B.H.V. (Ed.), Rome, Civil Comp Press, UK, Paper 32, pp 81-82
- Vamvakeridou-Lyroudia, L.S., Walters, G.A. and Savic, D.A. (2005): Fuzzy DSS model for water network design optimisation, Proc. Computing and Control for the Water Industry, CCWI 2005, Savic D.A., Walters, G.A, King, R. and Khu S-T. (Eds), University of Exeter, Sept. 2005, Vol 2, pp 87-92
- Vamvakeridou-Lyroudia, L.S., Walters, G.A. and Savic D.A. (2005): Fuzzy multiobjective design optimisation of water distribution networks, Jour. Wat. Res, Plan. Man., ACSE, 131 (6), pp 467-476
- Vamvakeridou-Lyroudia, L.S. and Savic, D.A. (2005): Fuzzy logic, Hydroinformatics: Data Integrative approaches in Computation, Analysis and Modelling, Kumar, P., Alameda, J., Bajcsy, P., Folk, M., Markus, M., CRC Press, Taylor and Francis Group, FL, USA
- Bixio, D., De Heyder, B., Cikurel, H., Muston, M., Miska, V., Joksimovic, D., Schäfer, A.I., Ravazzini, A., Aharoni, A., Savic D.A. & Thoeye, C. (2005): Municipal wastewater reclamation: where do we stand? An overview of treatment technology and management practice, Water Science and Technology, 5 (1), pp 77-85
- Savic, D., Djordjevic, S., Dorini, G., Shepherd, W., Cashman, A. and Saul, A. (2005): COST-S: a new methodology and tools for sewerage asset management based on whole life costs, Water Asset Management International, 1(4), pp 20-24
- Savic, D.A., Walters, G.A., King, R. and Khu, S-T. (2005): Proceedings of CCWI 2005, Computers and Control for the Water Industry - Water management for the 21st Century, University of Exeter, 1
- Kapelan, Z., Savic, D.A. and Walters, G.A. (2005): Multiobjective Design of Water Distribution Systems under Uncertainty , Water Resources Research, 41(11), pp W11407-1to W11407-15
- Kapelan, Z., Savic, D.A. and Walters, G.A. (2005): Optimal Sampling Design Methodologies for Water Distribution Model Calibration, ASCE Journal of Hydraulic Engineering, 131(3), pp 190-200
- Kapelan, Z., Savic, D.A. and Walters, G.A. (2005): Strengths and Weaknesses of Decision Support Tools for Sustainable Urban Development, Proceedings of ICE, Engineering Sustainability, 158(3), pp 135-142
- Babayan, A.V., Kapelan, Z., Savic, D.A. and Walters, G.A. (2005): Least Cost Design of Water Distribution Networks under Demand Uncertainty, ASCE Journal of Water Resources, Planning and Management, 131(5), pp 375-382
- Van Zyl, J., Savic, D.A. and Walters, G.A. (2005): An Explicit Integration Method for Extended-Period Modelling of Water Distribution Systems, Journal of Hydraulic Engineering, ASCE, in press
- Farmani, R., Savic, D.A. and Walters, G.A. (2005): Evolutionary multi-objective optimization in water distribution network design, Engineering Optimization, 37
- di Pierro, F., Djordjevic, S., Kapelan, Z., Khu, S-T., Savic, D. and Walters, G. (2005): Automatic calibration of urban drainage model using a novel multi-objective genetic algorithm, Water Science & Technology, 52(5), pp 43-52
- Djordjevic, S., Prodanovic, D., Maksimovic, C., Ivetic, M. and Savic, D. (2005): SIPSON Simulation of Interaction between Pipe flow and Surface Overland flow in Networks, Water Science & Technology, 52(5), pp 275-283
- Khu, S-T., Savic, D.A. and Liu, Y (2005): Evolutionary-based multi-objective meta-model approach for rainfall-runoff model calibration, European Geophysical Union Congress, Vienna
2004- di Pierro, F., Khu, S. T., Djordjevic, S. and Savic, D. A. (2004): An Investigation on Preference Ordering Ranking Scheme in Multi Objective Evolutionary Optimisation, School of Engineering, Computer Sciences and Mathematics, Exeter Report Number 2004/04
- di Pierro, F., Khu, S. T., Djordjevic, S. and Savic, D. A. (2004): A New Genetic Algorithm to Solve Effectively Highly Multi-Objective Problems: POGA, School of Engineering, Computer Sciences and Mathematics, Exeter Report Number 2004/02
- Giustolisi, O., Doglioni, A., Savic, D, di Pierro, F. (2004): A new multiobjective strategy to support model selection for environmental modelling, Fourth International Workshop on Environmental Applications of Machine Learning (EAML)
- Farmani R., Wright J.A., Walters G.A. and Savic D.A (2004): Self-adaptive fitness formulation: Theory and Application, WSEAS transactions on circuits and systems, 3, pp 189-198
- Farmani R., Walters G.A. and Savic D.A (2004): The Simultaneous Optimization of Anytown Pipe Rehabilitation, Tank Sizing, Tank Siting and Pump Operation Schedules, ASCE
- Farmani R., Savic D.A. and Walters G.A (2004): EXNET benchmark problem for multi-objective optimization of large water systems, Modelling and Control for Participatory Planning and Managing Water Systems
- Farmani R., Walters G.A. and Savic D.A. (2004): Multi-objective optimization of cost, reliability and water quality of Anytown system in relation to dual objective optimization, Modelling and Control for Participatory Planning and Managing Water Systems
- Vamvakeridou-Lyroudia, L.S., Walters, G.A. and Savic D.A. (2004): Fuzzy multiobjective design optimisation of water distribution networks, Report No.2004/01, Centre for Water Systems, School of Engineering, Computer Science and Mathematics, University of Exeter, Exeter, UK, pp 98p
- Morley, M.S., Makropoulos, C.K., Savic, D.A. and Butler, D. (2004): Decision-Support System Workbench for Sustainable Water Management Problems, In Pahl-Wostl, C., Schmidt, S., Rizzoli, A.E. and Jakeman, A.J. (eds), Complexity and Integrated Resources Management, Transactions of the 2nd Biennial Meeting of the International Environmental Modelling and Software Society, iEMSs: Manno, Switzerland
- Khu S. T., Liu Y., Savic, D. A. and Madsen, H. (2004): A fast calibration technique using hydrid genetic algorithm neural network approach: an application to rainfall-runoff modelling, Proc. 6th Hydroinformatics conference, June 2004
- Khu, S. T., Savic, D. A., Liu Y. and Madsen, H (2004): A fast Evolutionary-based meta-modelling approach for the calibration of a rainfall-runoff model., In Pahl-Wostl, C., Schmidt, S., Rizzoli, A.E. and Jakeman, A.J. (eds), Complexity and Integrated Resources Management, Trans. 2nd Biennial Meeting of the Int. Env. Modelling and Software Soc., iEMSs: Manno, Switzerland. Vol 1, pp. 147-152, ISBN 88-900787-1-5.
- Kapelan, Z., Savic, D.A. and Walters, G.A. (2004): Incorporation of Prior Information on Parameters in Inverse Transient Analysis for Leak Detection and Roughness Calibration, Urban Water Journal, 1(2), pp 129-143
- Kapelan, Z., Babayan, A.V., Savic, D.A., Walters, G.A. and Khu, S-T. (2004): Two new approaches for the stochastic least cost design of water distribution systems, Water Science and Technology: Water Supply, 4(5-6), pp 355-363
- Van Zyl, J., Savic, D.A. and Walters, G.A. (2004): Operational Optimization of Water Distribution Systems Using a Hybrid Genetic Algorithm Method, Journal of Water Resources Planning and Management, ASCE, 130(2), pp 160-170
- Prasad, T.D., Walters, G.A. and Savic, D.A. (2004): Booster Disinfection of Water Supply Networks: A Multi-Objective Approach, Journal of Water Resources Planning and Management, ASCE, 130(5), pp 367-376
- Liu, Y., Khu, S-T., and Savic, D.A. (2004): A hybrid optimization method of multi-objective genetic algorithm (MOGA) and K-nearest neighbor (KNN) classifier for hydrological model calibration, Lecture Notes in Computer Science, 3103, pp 546-551
- Jonkergouw P. M. R., Khu S. T. and Savic D. A. (2004): Chlorine: An indicator for intentional chemical and biological contamination of a water distribution, Proc. AutMoNet Conf. 2004, Vienna, Austria.
- Khu, S. T., Savic D. A., Liu Y. and Madsen H. (2004): A fast Evolutionary-based meta-modelling approach for the calibration of a rainfall-runoff model, IEMSS conference, Osnabruck
2003- Farmani R., Savic D.A. and Walters G.A (2003): Multi-objective optimization of water system: A comparative study, Pumps, Electromechanical Devices and Systems Applied to Urban Water ManagementCabrera and Cabrera Jr. (eds), 1, pp 247-256
- Farmani R., Wright J.A., Walters G.A. and Savic D.A (2003): Self-adaptive fitness formulation: Theory and Application, WSEAS International Conference, Athens, Greece, December 29-31
- Farmani R., Prasad T. Devi, Walters G.A. and Savic D.A (2003): Multi-criteria decision making in water systems, 17th European Junior Scientists Workshop (EJSW) on Rehabilitation Management of Urban Infrastructure Networks, Rolf Baur, Ingo Kropp and Raimund Herz (eds.), -7 September 2003, Dresden, Germany, pp 103-112
- Kapelan, Z., Savic, D.A. and Walters, G.A. (2003): Multi-objective Sampling Design for Water Distribution Model Calibration, ASCE Journal of Water Resources Planning and Management, 129(6), pp 466-479
- Kapelan, Z., Savic, D.A. and Walters, G.A. (2003): A Hybrid Inverse Transient Model for Leakage Detection and Roughness Calibration in Pipe Networks, IAHR Journal of Hydraulic Research, 41(5), pp 481-492
- Savic, D.A. (2003): Optimal design and rehabilitation of water distribution systems, 'Proc. of the International Conference on Case Studies in Hydraulic Systems - CSHS'03, Faculty of Mechanical Engineering, Belgrade, Serbia', pp 195-202
- Savic, L.J. and Savic, D.A. (2003): Overview of risk management methods for dam safety (in Serbian), 'Second Congress of the Yugoslav Society for Large Dams, 7-10 Oct 2003, Kladovo, Serbia'
- Farmani, R., Savic, D.A. and Walters, G.A. (2003): Benchmark problems for design and optimisation of water distribution systems, 'C Maksimovic, D Butler and F Memon', 'Advances in Water Supply Management, A.A. Balkema Publishers', pp 249-256
- Babayan, A.V., Savic, D.A. and Walters, G.A. (2003): Least-cost design of water distribution networks under uncertain demand, 'C Maksimovic, D Butler and F Memon', 'Advances in Water Supply Management, A.A. Balkema Publishers', pp 139-146
- Babayan, A.V., Savic, D.A. and Walters, G.A. (2003): Design of water distribution networks under uncertain demand, Cabrera and Cabrera Jr., 'Proc. of the IWA-IAHR joint conference: Pumps, Electromechanical Devices and Systems PEDS 2003, Netherlands: Balkema', pp 137-144
- Farmani, R., Walters, G.A. and Savic, D.A. (2003): Multi-objective optimization of water systems: A comparative study, Cabrera and Cabrera Jr., 'Proc. of the IWA-IAHR joint conference: Pumps, Electromechanical Devices and Systems PEDS 2003, Netherlands: Balkema', pp 247-256
- Bragalli, C., Savic, D.A. and Keedwell, E. (2003): Water quality in multi-objective genetic algorithms for Integrated Design Support of water distribution networks, Cabrera and Cabrera Jr., 'Proc. of the IWA-IAHR joint conference: Pumps, Electromechanical Devices and Systems PEDS 2003, Netherlands: Balkema', pp 27-35
- Engelhardt, M., Savic, D.A., Skipworth, P., Cashman, A., Saul, A.J. and Walters, G.A. (2003): Whole life costing: application to water distribution network, Water Science and Technology: Water Supply, 3(1-2), pp 87-93
- Thorne, J.M., Savic, D.A. and Weston, A. (2003): Optimised conjunctive control rules for a system of water supply sources: Roadford reservoir system (UK), Water Resources Management, 17(3), pp 183-196
- Davidson, J.W., Savic, D.A. and Walters, G.A. (2003): Symbolic and numerical regression: experiments and applications, Information Sciences, 150 (1/2), pp 95-117
- Bessler, F.T., Savic, D.A. and Walters, G.A. (2003): Water Reservoir Control with Data Mining, ASCE Journal of Water Resources Planning and Management, 129(1), pp 26-34
- Walski, T., Chase, D.V., Savic, D.A., Grayman, W.M., Beckwith, S. and Koelle, E. (2003): Advanced Water Distribution Modeling and Management, 'Waterbury, Connecticut, Haestad Methods Press, 2003, 751pp.'
2002- Fullerton, J.N., Walters, G.A. and Savic, D.A. (2002): Simplified Modelling of Storm Water Flows for Optimisation, 'Brebbia, C.A. and W.R.Blain', 'Hydraulic Information Management, WIT press, Southampton', pp 133-142
- Walters, G.A., Fullerton, J.N., Savic, D.A. and Long, R. (2002): Decision Support Software for Optioneering: a Feasibility Study, 'R. Ashley, A.Saul, J.Blanksby and A. Cashman', 'Sewer Operation and Maintenance, University of Bradford, (proceeding published on CD)', pp 8
- Cashman, A., Saul, A.J., Savic, D.A. and Ashley, R. (2002): Whole life costing approach to sewer asset management, 'R. Ashley, A.Saul, J.Blanksby and A. Cashman', 'Sewer Operation and Maintenance, University of Bradford, (proceeding published on CD)', pp 8
- Ivetic, M. and Savic, D.A. (2002): Leakage Detection in Pipelines and Distribution Systems Using Induced Transient Events (in Serbian), Proceedings of the 13th Symposium of the Yugoslav Association of Hydraulic Research, Sokobanja, Yugoslavia, pp III-71-78
- Keedwell, E., Narayanan, A. and Savic, D.A. (2002): Modelling Gene Regulatory Data Using Artificial Neural Networks, 'Proceedings of the International Joint Conference on Neural Networks (IJCNN), The 2002 IEEE World Congress on Computational Intelligence, Honolulu, Hawaii 12-17 May, Proceedings published on CD by the IEEE', pp 183-188
- Bessler, F.T., Savic, D.A. and Walters, G.A. (2002): Pipe burst risk analysis with data mining, 'Cluckie, I.D., D. Han, J.P. Davis and S. Heslop', 'The Fifth International Conference on Hydroinformatics, Hydroinformatics 2002, July 1-5, Cardiff, UK', 1, pp 783-788
- Engelhardt, M., Skipworth, M.P., Savic, D.A., Walters, G.A., Saul, A. and Cashman, A. (2002): WiLCO: Whole Life Costing Software, Kibler, D.F., First Symposium on Environmental and Water Resources Systems Analysis, ASCE, May 19-22, Roanoke, Virginia, (proceeding published on CD), pp 10
- Van Zyl, J.E., Savic, D.A. and Walters, G.A. (2002): Accuracy Issues in Extended Period Modelling of Water Distribution Systems, 'Kibler, D.F.', 'First Symposium on Environmental and Water Resources Systems Analysis, ASCE, May 19-22 (2002), Roanoke, Virginia, (proceeding published on CD)', pp 10
- Skipworth, P.J., Engelhardt, M.O., Cashman, A., Savic, D.A., Saul, A.J., and Walters, G.A. (2002): Whole Life Costing for Water Distribution Network Management, Thomas Telford
- Savic, D.A. (2002): Mathematical Modelling and Multiobjective Optimisation for Design and Rehabilitation of Water Distribution Systems (in Serbian), 'Proceedings of the 13th Symposium of the Yugoslav Association of Hydraulic Research, Sokobanja, Yugoslavia', pp II-75-82
- Savic, D.A. (2002): Single-objective vs. Multiobjective Optimisation for Integrated Decision Support Integrated Assessment and Decision Support, 'Rizzoli, A.E. and A.J. Jakeman', 'Proceedings of the First Biennial Meeting of the International Environmental Modelling and Software Society, 24-27 June, Lugano, Switzerland', 1, pp 7-12
2001- Skipworth, P.J., Cashman, A., Engelhardt, M.O., Saul, A.J., Savic, D.A. and Walters, G.A. (2001): Incorporation of Leakage in a Whole Life Costing Approach to Distribution Network Management, 'Ulanicki, B., Coulbeck, B. and Rance, J.P.', 'Water Software Systems: Theory and Applications, Research Studies Press, Baldock, Hertfordshire, England', 1, pp 49-59
- Van Zyl, J.E., Savic, D.A. and Walters, G.A. (2001): A hybrid method for operational optimization of water distribution systems, 'Ulanicki, B., Coulbeck, B. and Rance, J.P.', 'Water Software Systems: Theory and Applications, Research Studies Press, Baldock, Hertfordshire, England', 2, pp 89-97
- Gill, E., Parker, M.A., Savic, D.A. and Walters, G.A. (2001): Cougar: A Genetic Algorithm and Rapid Integrated Catchment Modelling Application for Optimising Capital Investment in Combined Sewer Systems, 'Presentation at the World Water and Environmental Resources Congress, 2001, May 20-24, Orlando, Florida'
- Savic, D.A. and Walters, G.A. (2001): Evolutionary Computing in Water Distribution and Wastewater Systems, 'Phelps, D. and Sehlke G.', 'World Water and Environmental Resources Congress, May 20-24, Orlando, Florida, (proceeding published on CD)', pp 10
- Van Zyl, J.E., Savic, D.A. and Walters, G.A. (2001): An Explicit Integration Technique for the Dynamic Modeling of Water Distribution Systems, 'World Water and Environmental Resources Congress, May 20-24, Orlando, Florida, (proceeding published on CD)', pp 10
- Bessler, F.T., Savic, D.A. and Walters, G.A. (2001): Water System Reliability Predictions Using Data Mining, 'Phelps, D. and Sehlke G.', 'World Water and Environmental Resources Congress, May 20-24, Orlando, Florida, (proceeding published on CD)', pp 10
- Engelhardt, M.O., Skipworth, M.P., Cashman, A., Savic, D.A., Walters, G.A. and Saul, A. (2001): Incorporation of Water Quality in a Whole Life Costing Approach to Distribution Network Management, A. Lowdon, 'Proc. of 4th International Conference on Water Pipeline Systems, York, UK: 28-30 March, BHR Group, Cranfield, UK,', pp 25-44
- Morley, M.S., Atkinson, R.M., Savic, D.A. and Walters, G.A. (2001): GAnet: Genetic Algorithm platform for pipe network optimisation, Advances in Engineering Software, 32 (6), pp 467-475
- Skipworth, P.J., Engelhardt, M.O., Cashman, A., Saul, A.J., Savic, D.A. (2001): Quantification of Mains Failure Behaviour in a Whole Life Costing Approach to Distribution System Management, 'Phelps, D. and Sehlke G.', 'World Water and Environmental Resources Congress, May 20-24, 2001, Orlando, Florida, (proceeding published on CD)', pp 10
- Keedwell, E., Narayanan, A. and Savic, D.A. (2001): Creating rules from trained neural networks using genetic algorithms, 'International Journal of Computers, Systems and Signals, 1, 2001. ISSN 1608-5655', pp 30-43
2000- Morley, M.S., Atkinson, R.M., Savic, D.A. and Walters, G.A. (2000): OpenNet: An application-independent framework for hydraulic network representation, manipulation and dissemination, 4th Hydroinformatics Conference of the International Association for Hydraulic Research, IAHR, Iowa City, USA
1998- Atkinson, R.M., Morley, M.S., Savic, D.A. and Walters, G.A. (1998): The Integration of GIS, Network Analysis and Genetic Algorithm Optimization Software for Water Network Analysis, Proceedings 3rd Hydroinformatics Conference of the International Association for Hydraulic Research, Balkema, Rotterdam, Netherlands, pp 357-362
- Walters, G.A., Savic, D.A., Morley, M.S., de Schaetzen, W.F.B. and Atkinson, R.M. (1998): Calibration of Water Distribution Network Models Using Genetic Algorithms, Proceedings 7th International Conference on Hydraulic Engineering Software, Como, Italy, pp 131-140
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