Select Publications

Conference Papers

Essam D; Hoang T; Mckay RI; Nguyen XH; Nguyen TH, 2006, 'ORDERTREE: A New Test Problem for Genetic Programming', 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

Mckay RI; Essam D; Hoang T; Nguyen XH, 2006, 'Developmental Evaluation in Genetic Programming: the Preliminary Results', in EuroGP 2006, Budapest, Hungary, presented at EuroGP 2006, Budapest, Hungary, 10 April 2006 - 12 April 2006

Bui LT; Abbass HA; Essam D; Deb K, 2006, 'Dual Guidance in Evolutionary Multi-objective Optimization by Localization', in SEAL 2006: 6th International Conference, Hefei, China, presented at 6th International Conference, SEAL 2006, Hefei, China

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

Bui LT; Abbass HA; Essam D, 2005, 'Fitness Inheritance for Noisy Evolutionary Multi-Objective Optimization', in Genetic and Evolutionary Computation Conference (GECCO 2005), Washington DC, USA, presented at Genetic and Evolutionary Computation Conference (GECCO 2005), Washington DC, USA, 25 June 2005 - 29 June 2005, http://dx.doi.org/10.1145/1068009.1068141

Hoang TH; Nguyen X; McKay R; Essam D, 2005, 'The importance of local search - A grammar based approach to environmental time series modelling', in Yu T; Riolo R; Worzel B (eds.), GENETIC PROGRAMMING THEORY AND PRACTICE III, SPRINGER, MI, Ann Arbor, pp. 159 - +, presented at 3rd Workshop on Genetic Programming, Theory and Practice, MI, Ann Arbor, 12 May 2005 - 14 May 2005, http://dx.doi.org/10.1007/0-387-28111-8_11

Mckay RI; Essam D; Hao H; Nguyen XH, 2005, 'Genetic Transposition in Tree-Adjoining Grammar Guided Genetic Programming: The Duplication Operator', 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 8th European Conference, EuroGP 2005, Lausanne, Switzerland

Bui LT; Essam D; Abbass HA; Green D, 2004, 'Performance analysis of evolutionary multi-objective optimization methods in noisy environments', 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

Shan Y; Mckay RI; Abbass HA; Essam D, 2004, 'Program Distribution estimation with Grammar Models', 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

Nguyen XH; Mckay RI; Essam D; Abbass HA, 2004, 'Genetic Transformation in Tree-Adjoining Grammar Guided Genetic Programming: the Relocation Operator', in 5th International Conference on Simulated Evolution and Learning, Bexco, Busan, Korea, presented at 5th International Conference on Simulated Evolution and Learning, Bexco, Busan, Korea, 26 October 2004 - 29 October 2004

Mckay RI; Essam D, 2004, 'Heritage Diversity in Genetic Programming', in 5th International Conference on Simulated Evolution and Learning, Bexco, Busan, Korea, presented at 5th International Conference on Simulated Evolution and Learning, Bexco, Busan, Korea, 26 October 2004 - 29 October 2004

Mckay RI; Essam D; Zhang BT; Mori N, 2004, 'Partitioned Selection: A selection Operator for in-vitro Evolution', in 5th International Conference on Simulated Evolution and Learning, Bexco, Busan, Korea, presented at 5th International Conference on Simulated Evolution and Learning, Bexco, Busan, Korea, 26 October 2004 - 29 October 2004

Shan Y; Mckay RI; Baxter R; Abbass HA; Essam D; Nguyen XH, 2004, 'Grammar Model-based Program Evolution', in 2004 Congress on Evolutionary Computation, Portland, Oregon, USA, presented at IEEE Congress on Evolutionary Computation (CEC 2004), Portland, Oregon, USA, 19 June 2004 - 23 June 2004, http://dx.doi.org/10.1109/CEC.2004.1330895

Mckay RI; Essam D; Abbass HA; Nguyen XH, 2004, 'Toward an alternative comparison between different genetic programming systems', in Proceedings of the First International Conference on Advances in Natural Computation (ICNC 2005), Part III, Lecture Notes in Computer Science 3612/2005, Springer, pp. 67 - 77

Shan Y; Mckay RI; Abbass HA; Essam D, 2003, 'Program Evolution with Explicit Learning', 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.2003.1299869

Essam D; Abbass HA, 2003, 'Artificial Life Models for Security & Safety', in Australian Conference on Artificial Life (ACAL 2003), Canberra, presented at Australian Conference on Artificial Life (ACAL 2003), Canberra, 06 December 2003 - 07 December 2003

Nguyen XH; Mckay RI; Essam D, 2003, 'Can Tree Adjunct Grammar Guided Genetic Programming be Good at Finding a Needle in a Haystack?', in Internation Conference on Communications Circuits and Systems, Chengdu, China, presented at Internation Conference on Communications Circuits and Systems, Chengdu, China, 29 June 2003 - 01 July 2003

Shan Y; Mckay RI; Lokan CJ; Essam D, 2003, 'Software Project Effort Estimation Using Genetic Programming', in Internation Conference on Communications Circuits and Systems, Chengdu, China, presented at Internation Conference on Communications Circuits and Systems, Chengdu, China, 29 June 2003 - 01 July 2003

Nguyen XH; Mckay RI; Essam D, 2003, 'Some Experimental Results with Tree Adjunct Guided Genetic Programming', in 5th European Conference, EuroGP 2002, Kinsale, Ireland, presented at 5th European Conference, EuroGP 2002, Kinsale, Ireland, 03 May 2003 - 05 May 2003

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

Mckay RI; Essam D, 2001, 'Evolving Self-Reproducing Functional Programs', in Inaugural Artificial Life Workshop (AL 2001), Adelaide, Sth Aust, presented at Inaugural Artificial Life Workshop (AL`01), Adelaide, Sth Aust, 11 December 2001

Nguyen XH, 2001, 'Solving the Symbolic Regression Problem with Tree-Adjunct Grammar Guided Genetic Programming: The Preliminary Results', in AJJW Proceedings, Dunedin, New Zealand, presented at 5th Australia-Japan Joint Workshop on Intelligent and Evolutionary Systems, Dunedin, New Zealand, 19 November 2001 - 21 November 2001

Essam D; Mckay RI, 2001, 'Adaptive Control of Partial Functions in Genetic Programming', 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

Essam D; Dube S, 1997, 'Advanced Fractal-Based Modelling of Colour Images', in 2nd Annual Conference Geocomputation97, Auckland, New Zealand, presented at 2nd Annual Conference Geocomputation97, Auckland, New Zealand, 10 December 1997 - 12 December 1997

Hoang Tuan-Hao ; McKay RI; Essam D; Nguyen Xuan Hoai , 'Solving Symbolic Regression Problems Using Incremental Evaluation In Genetic Programming', in 2006 IEEE International Conference on Evolutionary Computation, IEEE, presented at 2006 IEEE International Conference on Evolutionary Computation, http://dx.doi.org/10.1109/cec.2006.1688570


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