Dragan A. Savic

Publication Activity (10 Years)

Years Active: 1995-2023
Publications (10 Years): 14

Top Topics

Literature Review

Water Distribution

Cellular Automata

Top Venues

Environ. Model. Softw.

GECCO (Companion)

Publications

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 (2023)
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)
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)
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)
Ke Li, Renzhi Chen, Dragan A. Savic, Xin Yao
Interactive Decomposition Multiobjective Optimization Via Progressively Learned Value Functions. IEEE Trans. Fuzzy Syst. 27 (5) (2019)
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)
Ke Li, Renzhi Chen, Dragan A. Savic, Xin Yao
Interactive Decomposition Multi-Objective Optimization via Progressively Learned Value Functions. CoRR (2018)
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 (2018)
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 (2018)
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 (2018)
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 (2017)
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 (2017)
Enrico 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 (2016)
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 (2016)
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 (2015)
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 (2015)
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 (2015)
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)
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, D. 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 (2014)
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)
Mike J. Gibson, Ed Keedwell, Dragan A. Savic
Understanding the efficient parallelisation of cellular automata on CPU and GPGPU hardware. GECCO (Companion) (2013)
Matthew Barrie Johns, Edward C. Keedwell, Dragan A. Savic
Pipe smoothing genetic algorithm for least cost water distribution network design. GECCO (2013)
Dragan A. Savic, Josef Bicik, Mark Morley
A DSS generator for multiobjective optimisation of spreadsheet-based models. Environ. Model. Softw. 26 (5) (2011)
Martin Weickgenannt, Zoran Kapelan, Mirjam Blokker, Dragan A. Savic, Oliver Sawodny
Optimization of Sensor Locations for Contaminant Detection in Water Distribution Networks. CCA (2010)
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) (2009)
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) (2009)
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) (2009)
Dragan A. Savic, Janez Bester, Matevz Pustisek, Saso Tomazic, Francesco Potorti, Francesco Furfari
CostGlue: Simulation Data Exchange in Telecommunications. Simul. 84 (4) (2008)
Orazio Giustolisi, Angelo Doglioni, Dragan A. Savic, B. W. Webb
A multi-model approach to analysis of environmental phenomena. Environ. Model. Softw. 22 (5) (2007)
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) (2007)
Gianluca Dorini, Francesco di Pierro, Dragan A. Savic, Alexey B. Piunovskiy
Neighbourhood Search for constructing Pareto sets. Math. Methods Oper. Res. 65 (2) (2007)
Dragan A. Savic, Matevz Pustisek, Francesco Potorti
A tool for packaging and exchanging simulation results. VALUETOOLS (2006)
Raziyeh Farmani, Dragan A. Savic, Godfrey A. Walters
On Convergence of Multi-objective Pareto Front: Perturbation Method. EMO (2006)
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)
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)
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)
T. Devi Prasad, Godfrey A. Walters, Dragan A. Savic
Booster Disinfection Facility Location using Multi-Objective Genetic Algorithms. IICAI (2003)
J. W. Davidson, Dragan A. Savic, Godfrey A. Walters
Symbolic and numerical regression: experiments and applications. Inf. Sci. 150 (1-2) (2003)
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)
Ed Keedwell, Ajit Narayanan, Dragan A. Savic
Evolving rules from neural networks trained on continuous data. CEC (2000)
Ed Keedwell, Ajit Narayanan, Dragan A. Savic
Creating rules from trained networks using genetic algorithms. Int. J. Comput. Syst. Signals 1 (1) (2000)
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) (1999)
Dragan A. Savic, Godfrey A. Walters, Martin E. Schwab
Multiobjective Genetic Algorithms for Pump Scheduling in Water Supply. Evolutionary Computing, AISB Workshop (1997)
Dragan A. Savic, Godfrey A. Walters
Genetic Operators and Constraint Handling for Pipe Network Optimization. Evolutionary Computing, AISB Workshop (1995)