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ORCIDDragan A. Savic
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2020 – today
- 2023
[j24]Holger R. Maier
, Feifei Zheng, Hoshin V. Gupta, Junyi Chen, Juliane Mai, Dragan A. Savic, Ralf Loritz, Wenyan Wu, Danlu Guo, Andrew Bennett, Anthony J. Jakeman, Saman Razavi, Jianshi Zhao:
On how data are partitioned in model development and evaluation: Confronting the elephant in the room to enhance model generalization. Environ. Model. Softw. 167: 105779 (2023)- 2020
- [c18]Matthew Barrie Johns, Herman A. Mahmoud, Edward C. Keedwell, Dragan A. Savic:
Adaptive augmented evolutionary intelligence for the design of water distribution networks. GECCO 2020: 1116-1124 - [c17]Nicholas D. F. Ross, Ed Keedwell, Dragan A. Savic:
Human-Derived Heuristic Enhancement of an Evolutionary Algorithm for the 2D Bin-Packing Problem. PPSN (2) 2020: 413-427
2010 – 2019
- 2019
- [j23]Ke Li, Renzhi Chen, Dragan A. Savic, Xin Yao:
Interactive Decomposition Multiobjective Optimization Via Progressively Learned Value Functions. IEEE Trans. Fuzzy Syst. 27(5): 849-860 (2019) - [c16]Matthew Barrie Johns, Herman A. Mahmoud, David J. Walker, Nicholas D. F. Ross, Edward C. Keedwell, Dragan A. Savic:
Augmented evolutionary intelligence: combining human and evolutionary design for water distribution network optimisation. GECCO 2019: 1214-1222 - [c15]Nicholas D. F. Ross, Matthew Barrie Johns, Edward C. Keedwell, Dragan A. Savic:
Human-evolutionary problem solving through gamification of a bin-packing problem. GECCO (Companion) 2019: 1465-1473 - 2018
- [j22]Rodney A. Stewart, Khoi Anh Nguyen, Cara D. Beal, Hong Zhang, Oz Sahin, Edoardo Bertone, Abel Silva Vieira, Andrea Castelletti, Andrea Cominola, Matteo Giuliani, Damien Giurco, Michael Blumenstein, Andrea Turner, Ariane Liu, Steven Kenway, Dragan A. Savic, Christos Makropoulos, Panagiotis Kossieris:
Integrated intelligent water-energy metering systems and informatics: Visioning a digital multi-utility service provider. Environ. Model. Softw. 105: 94-117 (2018) - [j21]Yuntao Wang, Albert S. Chen, Guangtao Fu, Slobodan Djordjevic, Chi Zhang, Dragan A. Savic:
An integrated framework for high-resolution urban flood modelling considering multiple information sources and urban features. Environ. Model. Softw. 107: 85-95 (2018) - [j20]Qi Lu, Ni-Bin Chang, Justin Joyce, Albert S. Chen, Dragan A. Savic, Slobodan Djordjevic, Guangtao Fu:
Exploring the potential climate change impact on urban growth in London by a cellular automata-based Markov chain model. Comput. Environ. Urban Syst. 68: 121-132 (2018) - [i2]Ke Li, Renzhi Chen, Dragan A. Savic, Xin Yao:
Interactive Decomposition Multi-Objective Optimization via Progressively Learned Value Functions. CoRR abs/1801.00609 (2018) - 2017
- [j19]Helena Mala-Jetmarova, Nargiz Sultanova, Dragan A. Savic:
Lost in optimisation of water distribution systems? A literature review of system operation. Environ. Model. Softw. 93: 209-254 (2017) - [j18]Wa'el A. Hussien, Fayyaz A. Memon, Dragan A. Savic:
An integrated model to evaluate water-energy-food nexus at a household scale. Environ. Model. Softw. 93: 366-380 (2017) - 2016
- [j17]Enrico F. Creaco, Panagiotis Kossieris, Lydia Vamvakeridou-Lyroudia, Christos Makropoulos, Zoran Kapelan, Dragan A. Savic:
Parameterizing residential water demand pulse models through smart meter readings. Environ. Model. Softw. 80: 33-40 (2016) - [j16]Michele Guidolin, Albert S. Chen, Bidur Ghimire, Edward C. Keedwell, Slobodan Djordjevic, Dragan A. Savic:
A weighted cellular automata 2D inundation model for rapid flood analysis. Environ. Model. Softw. 84: 378-394 (2016) - 2015
- [j15]João Marques, Maria C. Cunha, Dragan A. Savic:
Multi-objective optimization of water distribution systems based on a real options approach. Environ. Model. Softw. 63: 1-13 (2015) - [j14]Kent McClymont, Ed Keedwell, Dragan A. Savic:
An analysis of the interface between evolutionary algorithm operators and problem features for water resources problems. A case study in water distribution network design. Environ. Model. Softw. 69: 414-424 (2015) - [j13]Michael John Gibson, Edward C. Keedwell, Dragan A. Savic:
An investigation of the efficient implementation of cellular automata on multi-core CPU and GPU hardware. J. Parallel Distributed Comput. 77: 11-25 (2015) - [c14]Edward C. Keedwell, Matthew Barrie Johns, Dragan A. Savic:
Spatial and Temporal Visualisation of Evolutionary Algorithm Decisions in Water Distribution Network Optimisation. GECCO (Companion) 2015: 941-948 - 2014
- [j12]Holger R. Maier, Zoran Kapelan, Joseph R. Kasprzyk, Joshua B. Kollat, L. Shawn Matott, Maria C. Cunha, Graeme C. Dandy, Matthew S. Gibbs, Ed Keedwell, Angela Marchi, Avi Ostfeld, Dragan A. Savic, Dimitri P. Solomatine, Jasper A. Vrugt, Aaron C. Zecchin, Barbara S. Minsker, E. J. Barbour, George Kuczera, F. Pasha, Andrea Castelletti, Matteo Giuliani, Patrick M. Reed:
Evolutionary algorithms and other metaheuristics in water resources: Current status, research challenges and future directions. Environ. Model. Softw. 62: 271-299 (2014) - [i1]Christopher Edwards, Prathyush P. Menon, Dragan A. Savic:
Smart Water Management: Key Issues and Promises from a Distributed Control and Observation Perspective. ERCIM News 2014(97) (2014) - 2013
- [c13]Mike J. Gibson, Ed Keedwell, Dragan A. Savic:
Understanding the efficient parallelisation of cellular automata on CPU and GPGPU hardware. GECCO (Companion) 2013: 171-172 - [c12]Matthew Barrie Johns, Edward C. Keedwell, Dragan A. Savic:
Pipe smoothing genetic algorithm for least cost water distribution network design. GECCO 2013: 1309-1316 - 2011
- [j11]Dragan A. Savic, Josef Bicik, Mark Morley:
A DSS generator for multiobjective optimisation of spreadsheet-based models. Environ. Model. Softw. 26(5): 551-561 (2011) - 2010
- [c11]Martin Weickgenannt, Zoran Kapelan, Mirjam Blokker, Dragan A. Savic, Oliver Sawodny:
Optimization of Sensor Locations for Contaminant Detection in Water Distribution Networks. CCA 2010: 2160-2165
2000 – 2009
- 2009
- [j10]Francesco di Pierro, Soon-Thiam Khu, Dragan A. Savic, Luigi Berardi:
Efficient multi-objective optimal design of water distribution networks on a budget of simulations using hybrid algorithms. Environ. Model. Softw. 24(2): 202-213 (2009) - [j9]Raziyeh Farmani, Hans Jørgen Henriksen, Dragan A. Savic:
An evolutionary Bayesian belief network methodology for optimum management of groundwater contamination. Environ. Model. Softw. 24(3): 303-310 (2009) - [j8]Kourosh Behzadian, Zoran Kapelan, Dragan A. Savic, Abdollah Ardeshir:
Stochastic sampling design using a multi-objective genetic algorithm and adaptive neural networks. Environ. Model. Softw. 24(4): 530-541 (2009) - [r1]Francesco di Pierro, Soon-Thiam Khu, Dragan A. Savic:
Many-Objective Evolutionary Optimisation. Encyclopedia of Artificial Intelligence 2009: 1042-1048 - 2008
- [j7]Dragan A. Savic, Janez Bester, Matevz Pustisek, Saso Tomazic, Francesco Potorti, Francesco Furfari:
CostGlue: Simulation Data Exchange in Telecommunications. Simul. 84(4): 157-168 (2008) - 2007
- [j6]Orazio Giustolisi, Angelo Doglioni, Dragan A. Savic, B. W. Webb:
A multi-model approach to analysis of environmental phenomena. Environ. Model. Softw. 22(5): 674-682 (2007) - [j5]Gianluca Dorini, Francesco di Pierro, Dragan A. Savic, Alexey B. Piunovskiy:
Neighbourhood Search for constructing Pareto sets. Math. Methods Oper. Res. 65(2): 315-337 (2007) - [j4]Francesco di Pierro, Soon-Thiam Khu, Dragan A. Savic:
An Investigation on Preference Order Ranking Scheme for Multiobjective Evolutionary Optimization. IEEE Trans. Evol. Comput. 11(1): 17-45 (2007) - [c10]Raziyeh Farmani, Dragan A. Savic, Godfrey A. Walters:
On Convergence of Multi-objective Pareto Front: Perturbation Method. EMO 2007: 443-456 - 2006
- [c9]Dragan A. Savic, Matevz Pustisek, Francesco Potorti:
A tool for packaging and exchanging simulation results. VALUETOOLS 2006: 60 - 2005
- [c8]Laetitia Jourdan, David Corne, Dragan A. Savic, Godfrey A. Walters:
Preliminary Investigation of the 'Learnable Evolution Model' for Faster/Better Multiobjective Water Systems Design. EMO 2005: 841-855 - 2004
- [c7]Laetitia Vermeulen-Jourdan, David Corne, Dragan A. Savic, Godfrey A. Walters:
Hybridising Rule Induction and Multi-Objective Evolutionary Search for Optimising Water Distribution Systems. HIS 2004: 434-439 - [c6]Yang Liu, Soon-Thiam Khu, Dragan A. Savic:
A Hybrid Optimization Method of Multi-objective Genetic Algorithm (MOGA) and K-Nearest Neighbor (KNN) Classifier for Hydrological Model Calibration. IDEAL 2004: 546-551 - 2003
- [j3]J. W. Davidson, Dragan A. Savic, Godfrey A. Walters:
Symbolic and numerical regression: experiments and applications. Inf. Sci. 150(1-2): 95-117 (2003) - [c5]T. Devi Prasad, Godfrey A. Walters, Dragan A. Savic:
Booster Disinfection Facility Location using Multi-Objective Genetic Algorithms. IICAI 2003: 163-173 - 2000
- [j2]Ed Keedwell, Ajit Narayanan, Dragan A. Savic:
Creating rules from trained networks using genetic algorithms. Int. J. Comput. Syst. Signals 1(1): 30-42 (2000) - [c4]Ed Keedwell, Ajit Narayanan, Dragan A. Savic:
Evolving rules from neural networks trained on continuous data. CEC 2000: 639-645 - [c3]Ed Keedwell, Florian Bessler, Ajit Narayanan, Dragan A. Savic:
From data mining to rule refining A new tool for post data mining rule optimisation. ICTAI 2000: 82-85
1990 – 1999
- 1999
- [j1]Driss Halhal, Godfrey A. Walters, Dragan A. Savic, Driss Ouazar:
Scheduling of Water Distribution System Rehabilitation Using Structured Messy Genetic Algorithms. Evol. Comput. 7(3): 311-329 (1999) - 1997
- [c2]Dragan A. Savic, Godfrey A. Walters, Martin E. Schwab:
Multiobjective Genetic Algorithms for Pump Scheduling in Water Supply. Evolutionary Computing, AISB Workshop 1997: 227-236 - 1995
- [c1]Dragan A. Savic, Godfrey A. Walters:
Genetic Operators and Constraint Handling for Pipe Network Optimization. Evolutionary Computing, AISB Workshop 1995: 154-165
Coauthor Index
aka: Edward C. Keedwell
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