Dragan A. Savic

According to our database, Dragan A. Savic authored at least 45 papers between 1995 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

On how data are partitioned in model development and evaluation: Confronting the elephant in the room to enhance model generalization.

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

Environ. Model. Softw., September, 2023

2020

Human-Derived Heuristic Enhancement of an Evolutionary Algorithm for the 2D Bin-Packing Problem.

Nicholas D. F. Ross, Ed Keedwell, Dragan A. Savic

Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020

Adaptive augmented evolutionary intelligence for the design of water distribution networks.

Matthew Barrie Johns, Herman A. Mahmoud, Edward C. Keedwell, Dragan A. Savic

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

2019

Interactive Decomposition Multiobjective Optimization Via Progressively Learned Value Functions.

Ke Li, Renzhi Chen, Dragan A. Savic, Xin Yao

IEEE Trans. Fuzzy Syst., 2019

Human-evolutionary problem solving through gamification of a bin-packing problem.

Nicholas D. F. Ross, Matthew Barrie Johns, Edward C. Keedwell, Dragan A. Savic

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Augmented evolutionary intelligence: combining human and evolutionary design for water distribution network optimisation.

Matthew Barrie Johns, Herman A. Mahmoud, David J. Walker, Nicholas D. F. Ross, Edward C. Keedwell, Dragan A. Savic

Proceedings of the Genetic and Evolutionary Computation Conference, 2019

2018

Exploring the potential climate change impact on urban growth in London by a cellular automata-based Markov chain model.

Qi Lu, Ni-Bin Chang, Justin Joyce, Albert S. Chen, Dragan A. Savic, Slobodan Djordjevic, Guangtao Fu

Comput. Environ. Urban Syst., 2018

An integrated framework for high-resolution urban flood modelling considering multiple information sources and urban features.

Yuntao Wang, Albert S. Chen, Guangtao Fu, Slobodan Djordjevic, Chi Zhang, Dragan A. Savic

Environ. Model. Softw., 2018

Integrated intelligent water-energy metering systems and informatics: Visioning a digital multi-utility service provider.

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

Environ. Model. Softw., 2018

Interactive Decomposition Multi-Objective Optimization via Progressively Learned Value Functions.

Ke Li, Renzhi Chen, Dragan A. Savic, Xin Yao

CoRR, 2018

2017

Lost in optimisation of water distribution systems? A literature review of system operation.

Helena Mala-Jetmarova, Nargiz Sultanova, Dragan A. Savic

Environ. Model. Softw., 2017

An integrated model to evaluate water-energy-food nexus at a household scale.

Wa'el A. Hussien, Fayyaz A. Memon, Dragan A. Savic

Environ. Model. Softw., 2017

2016

A weighted cellular automata 2D inundation model for rapid flood analysis.

Michele Guidolin, Albert S. Chen, Bidur Ghimire, Edward C. Keedwell, Slobodan Djordjevic, Dragan A. Savic

Environ. Model. Softw., 2016

Parameterizing residential water demand pulse models through smart meter readings.

Enrico Creaco, Panagiotis Kossieris, Lydia Vamvakeridou-Lyroudia, Christos Makropoulos, Zoran Kapelan, Dragan A. Savic

Environ. Model. Softw., 2016

2015

An investigation of the efficient implementation of cellular automata on multi-core CPU and GPU hardware.

Michael John Gibson, Edward C. Keedwell, Dragan A. Savic

J. Parallel Distributed Comput., 2015

An analysis of the interface between evolutionary algorithm operators and problem features for water resources problems. A case study in water distribution network design.

Kent McClymont, Ed Keedwell, Dragan A. Savic

Environ. Model. Softw., 2015

Multi-objective optimization of water distribution systems based on a real options approach.

João Marques, Maria C. Cunha, Dragan A. Savic

Environ. Model. Softw., 2015

Spatial and Temporal Visualisation of Evolutionary Algorithm Decisions in Water Distribution Network Optimisation.

Edward C. Keedwell, Matthew Barrie Johns, Dragan A. Savic

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

2014

Smart Water Management: Key Issues and Promises from a Distributed Control and Observation Perspective.

Christopher Edwards, Prathyush P. Menon, Dragan A. Savic

ERCIM News, 2014

Evolutionary algorithms and other metaheuristics in water resources: Current status, research challenges and future directions.

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

Environ. Model. Softw., 2014

2013

Pipe smoothing genetic algorithm for least cost water distribution network design.

Matthew Barrie Johns, Edward C. Keedwell, Dragan A. Savic

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Understanding the efficient parallelisation of cellular automata on CPU and GPGPU hardware.

Mike J. Gibson, Ed Keedwell, Dragan A. Savic

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

2011

A DSS generator for multiobjective optimisation of spreadsheet-based models.

Dragan A. Savic, Josef Bicik, Mark Morley

Environ. Model. Softw., 2011

2010

Optimization of Sensor Locations for Contaminant Detection in Water Distribution Networks.

Martin Weickgenannt, Zoran Kapelan, Mirjam Blokker, Dragan A. Savic, Oliver Sawodny

Proceedings of the IEEE International Conference on Control Applications, 2010

2009

Many-Objective Evolutionary Optimisation.

Francesco di Pierro, Soon-Thiam Khu, Dragan A. Savic

Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

Efficient multi-objective optimal design of water distribution networks on a budget of simulations using hybrid algorithms.

Francesco di Pierro, Soon-Thiam Khu, Dragan A. Savic, Luigi Berardi

Environ. Model. Softw., 2009

An evolutionary Bayesian belief network methodology for optimum management of groundwater contamination.

Raziyeh Farmani, Hans Jørgen Henriksen, Dragan A. Savic

Environ. Model. Softw., 2009

Stochastic sampling design using a multi-objective genetic algorithm and adaptive neural networks.

Kourosh Behzadian, Zoran Kapelan, Dragan A. Savic, Abdollah Ardeshir

Environ. Model. Softw., 2009

2008

CostGlue: Simulation Data Exchange in Telecommunications.

Dragan A. Savic, Janez Bester, Matevz Pustisek, Saso Tomazic, Francesco Potorti, Francesco Furfari

Simul., 2008

2007

An Investigation on Preference Order Ranking Scheme for Multiobjective Evolutionary Optimization.

Francesco di Pierro, Soon-Thiam Khu, Dragan A. Savic

IEEE Trans. Evol. Comput., 2007

Neighbourhood Search for constructing Pareto sets.

Gianluca Dorini, Francesco di Pierro, Dragan A. Savic, Alexey B. Piunovskiy

Math. Methods Oper. Res., 2007

A multi-model approach to analysis of environmental phenomena.

Orazio Giustolisi, Angelo Doglioni, Dragan A. Savic, B. W. Webb

Environ. Model. Softw., 2007

On Convergence of Multi-objective Pareto Front: Perturbation Method.

Raziyeh Farmani, Dragan A. Savic, Godfrey A. Walters

Proceedings of the Evolutionary Multi-Criterion Optimization, 4th International Conference, 2007

2006

A tool for packaging and exchanging simulation results.

Dragan A. Savic, Matevz Pustisek, Francesco Potorti

Proceedings of the 1st International Conference on Performance Evaluation Methodolgies and Tools, 2006

2005

Preliminary Investigation of the 'Learnable Evolution Model' for Faster/Better Multiobjective Water Systems Design.

Laetitia Jourdan, David Corne, Dragan A. Savic, Godfrey A. Walters

Proceedings of the Evolutionary Multi-Criterion Optimization, 2005

2004

A Hybrid Optimization Method of Multi-objective Genetic Algorithm (MOGA) and K-Nearest Neighbor (KNN) Classifier for Hydrological Model Calibration.

Yang Liu, Soon-Thiam Khu, Dragan A. Savic

Proceedings of the Intelligent Data Engineering and Automated Learning, 2004

Hybridising Rule Induction and Multi-Objective Evolutionary Search for Optimising Water Distribution Systems.

Laetitia Vermeulen-Jourdan, David Corne, Dragan A. Savic, Godfrey A. Walters

Proceedings of the 4th International Conference on Hybrid Intelligent Systems (HIS 2004), 2004

2003

Symbolic and numerical regression: experiments and applications.

J. W. Davidson, Dragan A. Savic, Godfrey A. Walters

Inf. Sci., 2003

Booster Disinfection Facility Location using Multi-Objective Genetic Algorithms.

T. Devi Prasad, Godfrey A. Walters, Dragan A. Savic

Proceedings of the 1st Indian International Conference on Artificial Intelligence, 2003

2000

Creating rules from trained networks using genetic algorithms.

Ed Keedwell, Ajit Narayanan, Dragan A. Savic

Int. J. Comput. Syst. Signals, 2000

From data mining to rule refining A new tool for post data mining rule optimisation.

Ed Keedwell, Florian Bessler, Ajit Narayanan, Dragan A. Savic

Proceedings of the 12th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2000), 2000

Evolving rules from neural networks trained on continuous data.

Ed Keedwell, Ajit Narayanan, Dragan A. Savic

Proceedings of the 2000 Congress on Evolutionary Computation, 2000

1999

Scheduling of Water Distribution System Rehabilitation Using Structured Messy Genetic Algorithms.

Driss Halhal, Godfrey A. Walters, Dragan A. Savic, Driss Ouazar

Evol. Comput., 1999

1997

Multiobjective Genetic Algorithms for Pump Scheduling in Water Supply.

Dragan A. Savic, Godfrey A. Walters, Martin E. Schwab

Proceedings of the Evolutionary Computing, 1997

1995

Genetic Operators and Constraint Handling for Pipe Network Optimization.

Dragan A. Savic, Godfrey A. Walters

Proceedings of the Evolutionary Computing, 1995