Select Publications

Conference Papers

Whitacre JM; Pham TQ; Sarker R, 2006, 'Credit Assignment in Adaptive Evolutionary Algorithms - Track: Genetic algorithms', in Genetic and Evolutionary Computation Conference (GECCO) 2006, Seattle, Washington, USA, presented at Genetic and Evolutionary Computation Conference (GECCO 2006), Seattle, Washington, USA, 08 July 2006 - 12 July 2006, http://dx.doi.org/10.1145/1143997.1144206

Whitacre JM; Pham TQ; Sarker R, 2006, 'Use of Statistical Outlier Detection Method in Adaptive Evolutionary Algorithms Track: Genetic algorithms', in Genetic and Evolutionary Computation Conference (GECCO) 2006, Seattle, Washington, USA, presented at Genetic and Evolutionary Computation Conference (GECCO 2006), Seattle, Washington, USA, 08 July 2006 - 12 July 2006, http://dx.doi.org/10.1145/1143997.1144205

Sarker R; Zahir S, 2006, 'Prioritizing Optimal Scenarios in a Supply Chain Expansion Plan using the AHP in an Expanded Decision Model', in ASAC 2006: 34th Annual ASAC Conference, ASAC 2006: 34th Annual ASAC Conference, Banff Alberta Canada, presented at ASAC 2006: 34th Annual ASAC Conference, Banff Alberta Canada, 03 June 2006 - 06 June 2006

Sarker R; Kara S; Freeman G; Kayis AB; Ray T; Abbass HA, 2006, 'A Multi-Agent Approach for Analysing Material Flow in a Manufacturing Supply Chain', in Proceedings of the 2nd International Intelligent Logistics Systems Conference, Brisbane, Qld, presented at 2nd International Intelligent Logistics Systems Conference 2006, Brisbane, Qld, 22 February 2006 - 23 February 2006, http://www.asor.asn.au/iils2006/pdf/iils2006_20.pdf

Abbass HA; Baker S; Bender A; Sarker R, 2006, 'Identifying the Fleet Mix in a Military Setting', in Proceedings of the 2nd International Intelligent Logistics Systems Conference, 2nd International Intelligent Logistics Systems Conference 2006, Brisbane, Qld, presented at 2nd International Intelligent Logistics Systems Conference 2006, Brisbane, Qld, 22 February 2006 - 23 February 2006

Prasad JG; Sarker R; Fraser D, 2006, 'Currency Exchange Rates Prediction using Artificial Neural Networks', in 10th Asia-Pacific Workshop on Intelligent and Evolutionary Systems, 10th Asia-Pacific Workshop on Intelligent and Evolutionary Systems, Korea, pp. 141 - 155, presented at 10th Asia Pacific Symposium on Intelligent and Evolutionary Systems, Korea

Yang A; Abbass HA; Sarker R, 2006, 'Land Combat Scenario Planning: A Multiobjective Approach', in SEAL 2006: 6th International Conference, Hefei, China, presented at 6th International Conference, SEAL 2006, Hefei, China, http://dx.doi.org/10.1007/11903697_105

Yang A; Abbass HA; Sarker R, 2005, 'Risk Assessment of Capability Requirements Using WISDOM-II', in Proceedings of SPIE Volume 7503, SPIE, Washington, USA, presented at SPIE 2006: Microelectronics, MEMS and Nanotecchnology, Brisbane, Qld, 11 December 2005 - 15 December 2005, http://dx.doi.org/10.1117/12.644273

Sarker R; Kara S; Freeman G; Kayis AB; Ray T; Abbass HA, 2005, 'A Multi-agent Simulation Study for Supply Chain Operation', in CIMCA 2005, Vienna, Austria, presented at CIMCA 2005, Vienna, Austria, 28 November 2005 - 30 November 2005, http://portal.acm.org/citation.cfm?id=1134823.1135205

Sarker R; Ray T, 2005, 'Multiobjective Evolutionary Algorithms for Solving Constrained Optimization Problems', in Mohammadian M (ed.), CIMCA 2005, IEEE Press, Vienna, Austria, pp. 197 - 201, presented at Computational Intelligence for Modelling, Control and Automation, 2005 and International Conference on Intelligent Agents, Web Technologies and Internet, Vienna, Austria, 28 November 2005 - 30 November 2005, http://dx.doi.org/10.1109/CIMCA.2005.1631468

Sarker R, 2005, 'Facility Relocation in an Existing Supply Chain', in Facility Relocation in an Existing Supply Chain, 11th Australian Optimization Day, Perth, Australia, presented at 11th Australian Optimization Day, Perth, Australia, 30 September 2005

Sarker R; Ray T, 2005, 'Simultaneous Optimisation of Multi-objective Linear and Nonlinear Problems', in ASOR 18th National Conference of the Australian Society for Operations Research, Curtin University of Technology, Perth, WA, presented at ASOR 18th National Conference of the Australian Society for Operations Research, Curtin University of Technology, Perth, WA, 26 September 2005 - 28 September 2005, http://www.asor.org.au/publication/files/dec2005/ASOR-report.pdf

Yang A; Abbass HA; Sarker R, 2005, 'WISDOM-II: A Network Centric Model for Warfare', in Knowledge-Based Intelligent Information and Engineering Systems, 9th international coonference on Knowledge-based intelligent information and engineering systems, Melbourne, presented at 9th international coonference on Knowledge-based intelligent information and engineering systems, Melbourne, 14 September 2005 - 16 September 2005, http://dx.doi.org/10.1007/11553939_115

Yang A; Abbass HA; Sarker R, 2005, 'WISDOM-II: A network centric model for warfare', in Proceedings of the First International Conference on Advances in Natural Computation (ICNC 2005), Part III, Lecture Notes in Computer Science 3612/2005, Springer, Berlin, Germany, presented at 9th International Conference, KES 2005, Proceedings PartIII (Lecture Notes in Artificial Intelligence: LNAI 3683), Melbourne

Yang A; Abbass HA; Sarker R, 2005, 'Evolving Agents for Network Centric Warfare', Washington D.C, presented at 2nd Workshop on Military and Security Applications of Evolutionary Computation, Washington D.C

Sarker R, 2004, 'Evolutionary Computation + Optimization = Evolutionary Optimization (EvOpt)', in 7th International Conference on Computer and Information Technology, 7th International Conference on Computer and Information Technology, Dhaka, Bangladesh, presented at 7th International Conference on Computer and Information Technology, Dhaka, Bangladesh, 26 December 2004 - 28 December 2004

Sarker R, 2004, 'The Use of EAs in Operational Research and Industrial Engineering', in 5th Asia-Pacific Industrial Engineering and Management Systems Conference, 5th Asia-Pacific Industrial Engineering and Management Systems Conference, Gold Coast, Qld, presented at 5th Asia-Pacific Industrial Engineering and Management Systems Conference, Gold Coast, Qld, 12 December 2004 - 15 December 2004

Yang A; Abbass HA; Sarker R, 2004, 'Landscape Dynamics in Multi-agent Simulation Combat Systems', in 17th Australian Joint Conference on Artifical Intelligence, Cairns, Qld, presented at 17th Australian Joint Conference on Artifical Intelligence, Cairns, Qld, 06 December 2004 - 10 December 2004, http://dx.doi.org/10.1007/b104336

Sarker R; Maulloo AK; Rahman MK, 2004, 'Evolutionary algorithm for solving a practical multi-modal problem: a case study', in 8th Asia Pacific Symposium on Intelligent and Evolutionary Systems held in conjunction with Complex 2004 and AI2004, 8th Asia Pacific Symposium on Intelligent and Evolutionary Systems held in conjunction with Complex 2004 and AI2004, Cairns, Qld, presented at 8th Asia Pacific Symposium on Intelligent and Evolutionary Systems held in conjunction with Complex 2004 and AI2004, Cairns, Qld, 06 December 2004 - 07 December 2004, http://www.complexity.org.au/cgi-bin/conference/accepted_paper.cgi?paperid=sarker01

Jiang QS; Sarker R; Abbass HA, 2004, 'Tracking moving targets and the non-stationary travelling salesman problem', in 8th Asia Pacific Symposium on Intelligent and Evolutionary Systems held in conjunction with Complex 2004 and AI2004, Cairns, Qld, presented at 8th Asia Pacific Symposium on Intelligent and Evolutionary Systems held in conjunction with Complex 2004 and AI2004, Cairns, Qld, 06 December 2004 - 07 December 2004

Sarker R, 2004, 'Population Size, Problem Size and Quality of Solution: An Experimental Study of Evolutionary Algorithms', in 2nd International Conference on Artificial Intelligence in Engineering and Technology 2004, 2nd International Conference on Artificial Intelligence in Engineering and Technology 2004, Kota Kinabalu, Sabah, Malaysia, presented at 2nd International Conference on Artificial Intelligence in Engineering and Technology 2004, Kota Kinabalu, Sabah, Malaysia, 03 August 2004 - 05 August 2004

Sarker R, 2003, 'Evolutionary Algorithms for Optimization; Do we get Effective Solutions?', in IEEE 2003 International Conference on Neural Networks and Signal Processing, Nanjing, China, presented at IEEE 2003 International Conference on Neural Networks and Signal Processing, Nanjing, China, 14 December 2003 - 17 December 2003

Kamruzzaman J; Sarker R, 2003, 'Forecasting of Currency Exchange Rates using ANN: A Case Study', in IEEE 2003 International Conference on Neural Networks and Signal Processing, Nanjing, China, presented at IEEE 2003 International Conference on Neural Networks and Signal Processing, Nanjing, China, 14 December 2003 - 17 December 2003, http://dx.doi.org/10.1109/ICNNSP.2003.1279395

Haque SA; Kabir AB; Sarker R, 2003, 'Optimization Model for Opportunistic Replacement Policy Using Genetic Algorithm with Fuzzy Logic Controller', in 2003 Congress on Evolutionary Computation CEC 2003, Canberra, presented at IEEE Congress on Evolutionary Computation (CEC 2003), Canberra, 08 December 2003 - 12 December 2003

Sarker R; Kazi FMA, 2003, 'Population Size, Search Space and Quality of Solution; An Experimental Study', in 2003 Congress on Evolutionary Computation CEC 2003, Canberra, presented at IEEE Congress on Evolutionary Computation (CEC 2003), Canberra, 08 December 2003 - 12 December 2003, http://dx.doi.org/10.1109/CEC.2003.1299920

Sarker R; Abbass HA; Dewan SM, 2003, 'PDE Algorithm for Solving Constrained Multi-Objective Optimization Problems', in 6th Australia_Japan Joint Workshop on Intelligent and Evolutionary Systems, 6th Australia_Japan Joint Workshop on Intelligent and Evolutionary Systems, Canberra, presented at 6th Australia_Japan Joint Workshop on Intelligent and Evolutionary Systems, Canberra, 30 November 2003 - 01 December 2003

Sarker R, 2003, 'Solving Transshipment Problems Using EAs: How Good are the Solutions?', in AJJW Proceedings, 7th Australia-Japan Joint Workshop on Intelligent and Evolutionary Systems, Kitakyushu, Japan, presented at 7th Australia-Japan Joint Workshop on Intelligent and Evolutionary Systems, Kitakyushu, Japan, 21 November 2003 - 22 November 2003

Kamruzzaman J; Sarker R, 2003, 'Support Vector Machine for Better Forex Forecasting Model', in AJJW Proceedings, 7th Australia-Japan Joint Workshop on Intelligent and Evolutionary Systems, Kitakyushu, Japan, presented at 7th Australia-Japan Joint Workshop on Intelligent and Evolutionary Systems, Kitakyushu, Japan, 21 November 2003 - 22 November 2003

Kamruzzaman J; Sarker R; Ahmed I, 2003, 'SVM Based Models for Predicting Foreign Currency Exchange Rates', in 3rd IEEE International Conference on Data Mining, Melbourne, presented at 3rd IEEE International Conference on Data Mining, Melbourne, 19 November 2003 - 22 November 2003, http://dx.doi.org/10.1109/ICDM.2003.1250976

Sarker R; Reynolds R; Abbass H; Tan KC; McKay B; Essam D; Gedeon T, 2003, 'Preface', in 2003 Congress on Evolutionary Computation, CEC 2003 - Proceedings, http://dx.doi.org/10.1109/CEC.2003.1299547

Sarker R; Newton CS, 2002, 'Why Evolutionary Computation is an Attractive Choice for Multi-Objective Optimization?', in 5th International Conference on Computer and Information Technology, Dhaka, Bangladesh, presented at 5th International Conference on Computer and Information Technology, Dhaka, Bangladesh, 27 December 2002 - 28 December 2002

Yang J; Chiliang S; Millar GK; Sarker R, 2002, 'Risk Analysis and Consumer Protection in B2C Transactions', in 4th International Conference on Electronic Commerce, Hong Kong, presented at 4th International Conference on Electronic Commerce, Hong Kong, 23 December 2002 - 25 December 2002

Sarker R; Abbass HA, 2002, 'Identification of Future ADF Vehicles and Trailer Fleets for Project Overlander', in 2002 Mathematics-in-Industry Group Proceedings, MISG, Australia, presented at Mathematics-in-Industry Study Group Workshop 2002, Adelaide, Sth Aust, 11 February 2002 - 15 February 2002

Abbass HA; Sarker R, 2001, 'Simultaneous Evolution of Architectures and Connection Weights in ANNs', in 5th Biannual Conference on Artificial Neural Networks and Expert Systems (ANNES 2001), 5th Biannual Conference on Artificial Neural Networks and Expert Systems (ANNES 2001), Dunedin, New Zealand, presented at 5th Biannual Conference on Artificial Neural Networks and Expert Systems (ANNES 2001), Dunedin, New Zealand, 22 November 2001 - 24 November 2001

Sarker R; Abbass HA; Karim S, 2001, 'An Evolutionary Algorithm for Constrained Multiobjective Optimization Problems', in AJJW Proceedings, 5th Australia-Japan Joint Workshop on Intelligent and Evolutionary Systems, Dunedin, New Zealand, presented at 5th Australia-Japan Joint Workshop on Intelligent and Evolutionary Systems, Dunedin, New Zealand, 19 November 2001 - 21 November 2001

Sarker R; Abbass HA; Newton CS, 2001, 'Solving multiobjective optimization problems using evolutionary algorithm', in 2001 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA2001), Las Vegas, Nevada, USA, presented at International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA - 2001), Las Vegas, Nevada, USA, 09 July 2001 - 11 July 2001

Abbass HA; Sarker R; Newton CS, 2001, 'PDE: A Pareto-frontier Differential Evolution Approach for Multi-objective Optimization Problems', in Congress on Evolutionary Computation (CEC 2001), Seoul, South Korea, presented at IEEE Congress on Evolutionary Computation (CEC 2001), Seoul, South Korea, 27 May 2001 - 30 May 2001, http://dx.doi.org/10.1109/CEC.2001.934295

Sarker R, 2001, 'Alternative Mathematical Programming Models: A Case for a Coal Blending Decision Process', in Alternative Mathematical Programming Models: A Case for a Coal Blending Decision Process, Optimization day Conference, Adelaide, Australia, presented at Optimization day Conference, Adelaide, Australia, http://atlas-conferences.com/c/a/h/q/07.htm

Sarker R, 2001, 'Modelling Coal Preparation and Blending: A Case Study', in Modelling Coal Preparation and Blending: A Case Study, 16th National ASOR Conference, Adelaide, Australia, presented at 16th National ASOR Conference, Adelaide, Australia, http://atlas-conferences.com/c/a/h/p/10.htm

Sarker R; Liang K; Newton CS, 2000, 'A Multiobjective Evolutionary Algorithm', in International ICSC Congress Intelligent Systems and Applications, ISA 2000, Wollongong, NSW, presented at International ICSC Congress Intelligent Systems and Applications, ISA 2000, Wollongong, NSW, 11 December 2000 - 15 December 2000

Sarker R; Quaddus MA, 2000, 'Multiple Criteria Decision Support: A Critical Review and an Application in National Crop Planning', in Multiple Criteria Decision Support: A Critical Review and an Application in National Crop Planning, 1st Gulf Conference on DSS, Kuwait, presented at 1st Gulf Conference on DSS, Kuwait, 06 November 2000 - 08 November 2000

Sarker R; Newton CS, 2000, 'A Comparative Study of Different Penalty Function-Based GAs for Constrained Optimization', in 4th Japan-Australia Joint Workshop on Intelligent and Evolutionary Systems, Hayama, Japan, presented at 4th Japan-Australia Joint Workshop on Intelligent and Evolutionary Systems, Hayama, Japan, 31 October 2000 - 02 November 2000

Sarker R; Mohammadian M; Newton CS, 2000, 'Mutiple Objective Optimization Techniques: A Brief Review', in Advances in Intelligent Systems: Theory and Application, AISTA 2000, Canberra, presented at Advances in Intelligent Systems: Theory and Application, AISTA 2000, Canberra, 02 February 2000 - 04 February 2000

Sarker R; Mohammadian M; Newton C, 2000, 'Multiple objective optimization techniques: A brief review', in Mohammadian M (ed.), ADVANCES IN INTELLIGENT SYSTEMS: THEORY AND APPLICATIONS, IOS PRESS, AUSTRALIA, CANBERRA, pp. 122 - 128, presented at International Conference on Advances in Intelligent Systems: Theory and Applications (AISTA 2000), AUSTRALIA, CANBERRA, 02 February 2000 - 04 February 2000, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000165948100020&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

Runarsson T; Sarker R, 1999, 'Constrained Nonlinear Integer Programming and Evolution Strategies', in AJJW Proceedings, 3rd Australia-Japan Joint Workshop on Intelligent and Evolutionary Systems, Canberra, presented at 3rd Australia-Japan Joint Workshop on Intelligent and Evolutionary Systems, Canberra, 23 November 1999 - 25 November 1999

Sarker R; Newton CS; Gunn E, 1999, 'A Simple SLP Algorithm and Its Convergence', in Erhan Kozan (ed.), 15th National Conference of The Australian Society for Operations Research Inc, Gold Coast, Qld, pp. 1109 - 1121, presented at 15th National Conference of The Australian Society for Operations Research Inc, Gold Coast, Qld, 04 July 1999 - 07 July 1999

Sarker R; Runarsson T; Newton CS, 1999, 'Genetic Algorithms for Solving a Class of Constrained Nonlinear Integer Programs', in Erhan Kozan (ed.), 15th National Conference of The Australian Society for Operations Research Inc, Gold Coast, Qld, pp. 1122 - 1137, presented at 15th National Conference of The Australian Society for Operations Research Inc, Gold Coast, Qld, 04 July 1999 - 07 July 1999

Hassan M; Sarker R; Atiguzzaman M, 1998, 'Modelling IP-ATM Gateway using M/G/I/N Queue', in Roy SCD; Purkayastha P; Mukhopahyay S; Aditya S; Kumar S; Gopal M (eds.), IEEE Region 10 International Conference on Global Connectivity in Energy, Computer, Communication and Control, New Delhi India, pp. 465 - 470, presented at IEEE Region 10 International Conference on Global Connectivity in Energy, Computer, Communication and Control, New Delhi India, 08 November 1998 - 12 November 1998, http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.53.4330

Sarker R; Rahman SS; Newton CS, 1998, 'Markov prediction of reasons for using EC in the long run', in 10th International Conference on Systems Research, Informatics and Cybernetics, Baden-Baden, Germany, presented at 10th International Conference on Systems Research, Informatics and Cybernetics, Baden-Baden, Germany, 17 August 1998 - 21 August 1998

Begg R; Rahman S; Sarker R, 1998, 'MGAS: Multimedia aided gait analysis.', in 10th International Conference on Systems Research, Informatics and Cybernetics, 10th International Conference on Systems Research, Informatics and Cybernetics, Baden-Baden, Germany, presented at 10th International Conference on Systems Research, Informatics and Cybernetics, Baden-Baden, Germany, 17 August 1998 - 21 August 1998


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