Emeritus Professor Charles Newton

Emeritus Professor
School of Engineering and Information Technology
+61 2 6268 8426
  • PUBLICATIONS

Books

Sarker R, 2007, Optimization modelling: A practical approach

Book Chapters

Sarker R; Abbass HA; Newton CS, 2003, 'Solving Two Multi-Objective Optimizatin Problems Using Evolutionary Algorithm', in Mohammadian M (ed.), Computational Intelligence in Control, edn. First, Idea Group Publishing, Hershey USA, pp. 218 - 232

Sarker R; Abbass HA; Newton CS, 2002, 'Introducing Data Mining and Knowledge Discovery', in Sarker R; Abbass H; Newton C (ed.), Heuristics and Optimization for Knowledge Discovery, edn. Original, Idea Group Publishing, Hershey, USA, pp. 1 - 11

Sarker R; Runarsson TP; Newton C, 2000, 'Evolutionary computation and constrained optimization', in Mohammadian M (ed.), NEW FRONTIERS IN COMPUTATIONAL INTELLIGENCE AND ITS APPLICATIONS, edn. FRONTIERS IN ARTIFICIAL INTELLIGENCE AND APPLICATIONS, I O S PRESS, VIENNA, AUSTRIA, pp. 144 - 157

Sarker R; Newton C, 2000, 'Determination of optimal batch size for a manufacturing system', in Yang X; Mees AI; Fisher M; Jennings L (ed.), PROGRESS IN OPTIMIZATION: CONTRIBUTIONS FROM AUSTRALASIA, edn. APPLIED OPTIMIZATION, SPRINGER, UNIV AUSTRALIA, PERTH, AUSTRALIA, pp. 315 - 327

Journal articles

Sarker R; Kamruzzaman J; Newton CS, 2003, 'Evolutionary Optimization (EvOpt): A Brief Review and Analysis', International Journal of Computational Intelligence and Applications, vol. 3, pp. 311 - 330, 10.1142/S1469026803001051

Sarker R; Liang KH; Newton C, 2002, 'A new multiobjective evolutionary algorithm', European Journal of Operational Research, vol. 140, pp. 12 - 23, 10.1016/S0377-2217(01)00190-4

Sarker R; Newton C, 2002, 'A genetic algorithm for solving economic lot size scheduling problem', Computers and Industrial Engineering, vol. 42, pp. 189 - 198, 10.1016/S0360-8352(02)00027-X

Liang KH; Yao X; Newton CS, 2001, 'Adapting self-adaptive parameters in evolutionary algorithms', Applied Intelligence, vol. 15, pp. 171 - 180, 10.1023/A:1011286929823

Sarker RA; Khan LR, 2001, 'An optimal batch size under a periodic delivery policy', International Journal of Systems Science, vol. 32, pp. 1089 - 1099, 10.1080/00207720010015717

Sarker R; Newton C, 2001, 'Solving a multiple objective linear program using simulated annealing', Asia-Pacific Journal of Operational Research, vol. 18, pp. 109 - 120

Sarker R; Runarsson T; Newton C, 2001, 'Genetic algorithms for solving a class of constrained nonlinear integer programs', International Transactions in Operational Research, vol. 8, pp. 61 - 74, 10.1111/1475-3995.00006

Sarker R; Runarsson TP; Newton C, 2001, 'A Constrained Multiple Raw Materials Manufacturing Batch Sizing Problem', International Transactions in Operational Research, vol. 8, pp. 121 - 138, 10.1111/1475-3995.00254

Liang K; Yao X; Newton CS, 2000, 'Evolutionary Search of Approximated N-Dimensional Landscapes', International Journal of Knowledge-Based Intelligent Engineering Systems, pp. 172 - 183

Conference Papers

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, 5th International Conference on Computer and Information Technology, Dhaka, Bangladesh, presented at 5th International Conference on Computer and Information Technology, Dhaka, Bangladesh, 27 - 28 December 2002

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), International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA - 2001), Las Vegas, Nevada, USA, presented at International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA - 2001), Las Vegas, Nevada, USA, 09 - 11 July 2001

Monypenny SJ; Abbass HA; Newton CS, 2001, 'A Bayesian update to Ant Colony Optimisation for the Traveling Salesman Problem', in Post-graduate ADFA Conference on Computer Science, 2001 (PACCS 2001), Post-graduate ADFA Conference on Computer Science, 2001 (PACCS`01), Canberra, presented at Post-graduate ADFA Conference on Computer Science, 2001 (PACCS`01), Canberra, 14 July 2001

Abbass HA; Sarker R; Newton C, 2001, 'PDE: A Pareto-frontier differential evolution approach for multi-objective optimization problems', in Proceedings of the IEEE Conference on Evolutionary Computation, ICEC, pp. 971 - 978, presented at

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, 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 - 02 November 2000

Huang H; Huang W; Newton CS; Hoffman DL, 2000, 'A Conceptual Framework for GSS Research on Organizational Culture', in 16th World Computer Congress 2000, Information Technology for Business Management, 16th World Computer Congress 2000, Information Technology for Business Management, Beijing, China, presented at 16th World Computer Congress 2000, Information Technology for Business Management, Beijing, China, 21 - 25 August 2000

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

Abbass HA; Newton CS; Barkley H; Fidge AC; Laurilla AB; Perry AR; Spencer PB, 2000, 'Asexuality is Sufficient for the Travelling Salesman', in 4th Japan-Australia Joint Workshop on Intelligent and Evolutionary Systems, 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 - 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, Advances in Intelligent Systems: Theory and Application, AISTA 2000, Canberra, presented at Advances in Intelligent Systems: Theory and Application, AISTA 2000, Canberra, 02 - 04 February 2000

Suntornsaratoon M; Newton CS; Lewis EJ, 2000, 'The DEA for Multi-Objective Dynamic Optimisation: The Efficiency of Multi-Output, Multi-input Production Models', in International DEA Symposium 2000-Measument and Improvement of Productivity in the 21st Century, International DEA Symposium 2000-Measument and Improvement of Productivity in the 21st Century, Brisbane, Qld, pp. 270 - 285, presented at International DEA Symposium 2000-Measument and Improvement of Productivity in the 21st Century, Brisbane, Qld, 02 - 04 July 2000

Liang K; Yao X; Newton CS, 1999, 'A Preliminary Study Into Evolutionary Search of an Approximated N-Dimensional Landscape', 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 - 25 November 1999

Suntornsaratoon M; Newton CS; Lewis EJ, 1999, 'A Verification of Weight Coefficients in the Objective Function for Efficiency Optimisation of Dynamic Systems using DEA', in 10th Australasian Conference on Information Systems (ACIS), 10th Australasian Conference on Information Systems (ACIS), Wellington, New Zealand, presented at 10th Australasian Conference on Information Systems (ACIS), Wellington, New Zealand, 01 - 03 December 1999

Sarker R; Runarsson T; Newton CS, (ed.), 1999, 'Genetic Algorithms for Solving a Class of Constrained Nonlinear Integer Programs', in 15th National Conference of The Australian Society for Operations Research Inc, 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 - 07 July 1999

Sarker R; Newton CS; Gunn E, (ed.), 1999, 'A Simple SLP Algorithm and Its Convergence', in 15th National Conference of The Australian Society for Operations Research Inc, 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 - 07 July 1999

Liang KH; Yao X; Newton C, 1999, 'Combining landscape approximation and local search in global optimization', in Proceedings of the 1999 Congress on Evolutionary Computation, CEC 1999, pp. 1514 - 1520, presented at , 10.1109/CEC.1999.782663

Liang KH; Yao X; Newton C, 1999, 'Dynamic control of adaptive parameters in evolutionary programming', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 42 - 49, presented at

Yao X, 1999, 'Evolutionary computation comes of age', in Cognitive Systems Research, pp. 59 - 64, presented at , 10.1016/S1389-0417(99)00006-6

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, 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 - 21 August 1998

Liang KH; Yao X; Liu Y; Newton C; Hoffman D, 1998, 'An experimental investigation of self-adaptation in evolutionary programming', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 291 - 300, presented at

Liang KH; Yao X; Newton C; Hoffrnan D, 1998, 'Solving cutting stock problems by evolutionary programming', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 755 - 764, presented at

Chou C; Hoffman DL; Newton CS, 1997, 'Using Dynamic Programming to Optimise a Military Project Life Cycle Cost in Different Phases', in 4th Conference of the Association of Asian-Pacific Operational Research Societies, within IFORS, 4th Conference of the Association of Asian-Pacific Operational Research Societies, within IFORS, Melbourne, presented at 4th Conference of the Association of Asian-Pacific Operational Research Societies, within IFORS, Melbourne, 30 November - 04 December 1997

Sun S; Newton CS; Hoffman DL, 1997, 'Base Closure - An Application of the Modified Analytic Hierarchy Process', in 4th Conference of the Association of Asian-Pacific Operational Research Societies, within IFORS, 4th Conference of the Association of Asian-Pacific Operational Research Societies, within IFORS, Melbourne, presented at 4th Conference of the Association of Asian-Pacific Operational Research Societies, within IFORS, Melbourne, 30 November - 04 December 1997

Suntornsaratoon M; Newton CS; Hoffman DL, 1997, 'The DEA Approach to the Allocation Problem of Defence Manpower Planning', in 4th Conference of the Association of Asian-Pacific Operational Research Societies, within IFORS, 4th Conference of the Association of Asian-Pacific Operational Research Societies, within IFORS, Melbourne, presented at 4th Conference of the Association of Asian-Pacific Operational Research Societies, within IFORS, Melbourne, 30 November - 04 December 1997

Thalieb RM; Newton CS; Hoffman DL, 1997, 'Markovian Queuing Network Model for the Officers Career Structure in Defence Manpower Systems', in 4th Conference of the Association of Asian-Pacific Operational Research Societies, within IFORS, 4th Conference of the Association of Asian-Pacific Operational Research Societies, within IFORS, Melbourne, presented at 4th Conference of the Association of Asian-Pacific Operational Research Societies, within IFORS, Melbourne, 30 November - 04 December 1997

Sun S; Hoffman DL; Newton CS, 1997, 'An Alternative Approach to Combat Modelling', in 4th International Meeting Decision Sciences Institute Incorporating the 1997 Asia-Pacific DSI Mee, 4th International Meeting Decision Sciences Institute Incorporating the 1997 Asia-Pacific DSI Mee, Sheraton on the Park, Sydney, Aust, presented at 4th International Meeting Decision Sciences Institute Incorporating the 1997 Asia-Pacific DSI Mee, Sheraton on the Park, Sydney, Aust, 20 - 23 July 1997

Edited Books

Abbass HA; Sarker R; Newton CS, (eds.), 2002, Data Mining: A Heuristic Approach, Original, Idea Group Publishing, Hershey USA

Abbass HA; Sarker RA; Newton CS, 2002, Data Mining: A Heuristic Approach, IGI Global

Sarker RA; Abbass HA; Newton C, 2002, Heuristics and optimization for knowledge discovery, IGI Global