Publications:
Citation stats:
h-index: 19,
according to GoogleScholar;
and
h-index: 14, according to Scopus.
Edited books and special issues:
- Zhang, M., Kirley, M., Li, X. (2011), Special Issue on
"Evolutionary Optimization and Learning", Journal of Soft Computing,
Vol.15, No.9, 2011.
- Kirley, M., Zhang, M. and Li, X. (2009), Special
Issue on "Simulated Evolution and Learning", Journal of Evolutionary
Intelligence, Vol.2, 2009.
- Nicholson, A. and Li, X. (2009), The
Proceedings of the 22nd Australasian Joint Conference on Artificial Intelligence (AI 2009), Lecture Notes in Computer Science (LNCS
5866), Melbourne, Australia, December 1 - 4, 2009.
- Engelbrecht, A., Li, X., Gambardella, L. and
Middendorf, M. (2009), "Special Issue: Swarm Intelligence", IEEE
Transactions on Evolutionary Computation, Vol. 13, No.4. August, 2009.
- Li, X.;
Kirley, M.; Zhang, M.; Green, D.; Ciesielski, V.; Abbass, H.; Michalewicz, Z.;
Hendtlass, T.; Deb, K.; Tan, K.C.; Branke, J.; Shi, Y. (Eds.) (2008). The
Proceedings of the 7th International Conference on Simulated Evolution And
Learning (SEAL 2008), Lecture Notes in Computer Science (LNCS
5361), Melbourne, Australia, December 7 - 10, 2008. 658 pages. ISBN:
978-3-540-89693-7.
- Li, X.,
Luo, W. and Yao, X. (eds.) (2008). Special Issue on "Evolutionary Optimization",
Journal of Computer Science Technology, Vol.23, No.1, January 2008.
- Li, X., Luo, W. and Yao, X.
(eds.) (2008). Special Issue on "Simulated Evolution and Learning", International Journal
of Computational Intelligence and Applications (IJCIA), World Scientific
Press, Vol.7, No.2, June 2008.
- Li, X., Luo, W. and Yao, X.
(eds.) (2008). Special Issue on "Theoretical Foundations of Evolutionary
Computation", Journal of Genetic Programming and Evolvable Machines,
Springer, Vol.9, No.2, June 2008.
- Li, X., Luo, W. and Yao, X.
(eds.) (2007). Special Issue on "Evolutionary Learning and Optimization",
Connection Science, Volume 19, Issue 4, December 2007, Taylor & Francis, London, UK.
- Wang, T.-D., Li, X., Chen, S.-H.,
Wang, X., Abbass, H., Iba, H, Chen, G. and Yao, X. (eds.) (2006). The Proceedings of
the 6th International Conference on Simulated Evolution And Learning (SEAL 2006),
Lecture Notes in Computer Science (LNCS 4247), Hefei, China, October 15-18, 2006.
940 pages. ISBN: 3-540-47331-9.
Book chapters:
-
X. Li (2011), "Developing Niching Algorithms in Particle Swarm
Optimization", Handbook of Swarm Intelligence – Concepts, Principles and
Applications, Series on Adaptation, Learning, and Optimization,
Vol. 8, B.K. Panigrahi, Y.Shi, and M.-H. Lim (eds.), Springer, 2011,
pp.67-88.
-
S. Bird and X. Li, (2010), “Improving Local Convergence
in Particle Swarms by Fitness Approximation Using Regression”, in
Computational Intelligence in Expensive Optimization Problems (Evolutionary
Learning and Optimization, book series), Vol. 2, Y. Tenne and
C.-K. Goh (eds.), Springer, 2010, pp.265 - 293.
-
Blum, C. and Li, X. (2008). "Swarm
Intelligence in Optimization", in Blum, C. and Merkle, D. (editors), Swarm
Intelligence - Introduction and Applications, Springer, 2008,
pp.43 - 85.
-
Blackwell, T., Branke, J. and Li, X. (2008).
"Particle Swarms for Dynamic
Optimization Problems", in Blum, C. and Merkle, D. (editors), Swarm
Intelligence - Introduction and Applications, Springer, 2008,
pp.193 - 217.
-
Li, X.
and Sutherland, S. (2004). "A Real-Coded Cellular Genetic Algorithm Inspired by
Predator-Prey Interactions". In Kay Chen Tan, Meng Hiot Lim, Xin Yao, and
Lipo Wang, editors, Recent Advances in Simulated Evolution and Learning,
Advances in Natural Computation. World Scientific 2004, pp.191 - 207.
-
Li, X. and Magill, W. (2000), "Modelling Fire Behaviours under Environmental Influences Using a Cellular Automaton Approach",
Applied Complexity - from Neural Nets to Managed Landscape, edited by Halloy,
S. and Williams, T., p.164-178.
Journals:
-
Carrese, R., Winarto, H., Li, X., Sobester, A. and
Ebenezer, S. (2011), "A Comprehensive Preference-based Optimization
Framework with Application to High-lift Aerodynamic Design". Engineering
Optimization, Taylor & Francis, (accepted on 08/10/2011).
-
Donate, J.P., Li, X. Gutierrez, G. and Sanchis, A.
(2011), "Time series forecasting by evolving artificial neural
networks using genetic algorithms, differential evolution and estimation
of distribution algorithm", Journal of Neural Computing & Applications
(published online: 09/09/2011).
-
Carrese, R., Sobester, A., Winarto, H., and Li, X.
(2011),
"Swarm heuristic for identifying preferred solutions in surrogate-based multiobjective engineering design",
American Institute of Aeronautics
and Astronautics Journal, 49(7): 1437- 1449, July 2011.
-
Li, X. and Yao, X. (2011), "Cooperatively Coevolving Particle
Swarms for Large Scale Optimization,'' IEEE Transactions on Evolutionary
Computation (accepted on 12/01/2011).
-
Bonyadi, M. R. and Li, X. (2010), "A New Discrete
Electromagnetism-based Meta-heuristic for Solving the Multidimensional
Knapsack Problem Using Genetic Operators", Operational Research: An
International Journal (published
online).
-
Iorio,
A. and Li, X. (2011), "Improving the performance and
scalability of Differential Evolution on problems exhibiting parameter
interactions", special issue on "Evolutionary Optimisation and Learning",
Journal of Soft Computing, 15(9): 1769-1792.
-
Rönkkönen, J., Li, X., Kyrki, V. and Lampinen, J.
(2011), "A
framework for generating tunable test functions
for multimodal optimization", special issue on
"Evolutionary Optimisation and Learning", Journal of Soft Computing,
15(9): 1689-1706.
-
Zhang, M., Kirley, M., Li, X. (2011), Guest
editorial:
"Evolutionary Optimization and Learning", Journal of Soft Computing,
15(9): 1671 -1673.
-
Li, X. (2010), "Niching without Niching
Parameters: Particle Swarm Optimization Using a Ring Topology",
IEEE Transactions on Evolutionary Computation, 14 (1): 150-169,
February 2010 (PDF is available
here, and
source code).
- Kirley, M., Zhang, M. and Li, X. (2009), Guest
editorial: "Special
Issue on Simulated Evolution and Learning", Journal of Evolutionary
Intelligence, 2:149 - 150.
- Engelbrecht, A., Li, X., Gambardella, L. and Middendorf,
M. (2009), Guest editorial: "Special Issue: Swarm Intelligence", IEEE
Transactions on Evolutionary Computation, 13(13): 676-677, August 2009.
- Khan, A. A., Bashir, S., Naeem, M., Shah, S.I. and Li, X. (2008),
"Symbol Detection in Spatial Multiplexing System Using Particle Swarm
Optimization Meta-heuristics", International Journal of Communication Systems,
21(12): 1239-1257, Wiley, December 2008.
- Li, X.,
Luo, W. and Yao, X. (eds.) (2008), Guest editorial: "Special Issue on
Evolutionary Optimization", Journal of Computer Science Technology,
23(1):1, January 2008.
- Li, X., Luo, W. and Yao, X. (eds.) (2008), Guest
editorial: "Special Issue on Simulated Evolution and Learning", International Journal
of Computational Intelligence and Applications (IJCIA), World Scientific
Press, 7(2): 1, June 2008.
- Li, X., Luo, W. and Yao, X. (eds.) (2008), Guest
editorial: "Special Issue on Theoretical Foundations of Evolutionary
Computation", Journal of Genetic Programming and Evolvable Machines,
Springer, 9(2): 107 - 108, June 2008.
-
Li, X., Luo, W. and Yao, X. (eds.) (2007), Guest
editorial: "Special Issue on Evolutionary Learning and Optimization",
Connection Science, 19(4): 279-280, December 2007, Taylor & Francis, London, UK.
-
Iorio,
A. and Li, X. (2008), "Rotated Problems and Rotationally Invariant
Crossover in Evolutionary Multi-Objective Optimization". International
Journal of Computational Intelligence and Applications (IJCIA),
Special issue on "Simulated Evolution and Learning", World Scientific
Press, 7(2): 149 - 186, June 2008 (draft
copy).
-
Li, L., Zhou, J., Yu, X., and
Li, X. (2007), "Constrained Power Plants Unit
Loading Optimization using Particle Swarm Optimization Algorithm", WSEAS
Transactions on Information Science and Applications,
4(2): 296-302, February 2007.
- Parrott, D. and Li, X. (2006), "Locating and Tracking
Multiple Dynamic Optima by a Particle Swarm Model Using Speciation",
IEEE Transactions on Evolutionary Computation, 10(4):440-458, August
2006.
-
Gamble, T. and Li, X. (2003),
"Emergence of Cooperation in the IPD Game using Spatial Interactions", International
Journal of Knowledge-Based Engineering, 7(3): 124-131, Special issue on Evolutionary Computing.
- Li, X. and Magill, W., (2003), "Critical Density
in a Fire Spread Model under Environmental Influence", International Journal
of Computational Intelligence and Applications (IJCIA), 3(2): 145-155, Special issue on "Artificial Life", World Scientific Press
(view
PDF).
- Li, X. (2002), "Connectionist learning: A
comparison of neural networks and an optical thin-film multilayer model",
Connection
Science, 14(1): 49 - 63, March 2002,
Taylor & Francis, London, UK.
- Li, X. and Magill, W. (2000), "Modelling Fire
Behaviours under Environmental Influences Using a Cellular Automaton Approach", Complexity
International, vol. 8.
- Li, X. and Purvis, M.K.(1999), "Pattern Recognition
by an Optical Thin-Film Multilayer Learning Model", Annals of Mathematics
and Artificial Intelligence, 26:
1-4, p.193-213, Baltzer Science Publishers, Netherlands. (view PDF).
Refereed conferences:
-
Raffe, W., Zambetta, F. and Li, X. (2011),
"Evolving Patch-based Terrains for Use in Video Games", in Proceeding of
Genetic and
Evolutionary Computation Conference
(GECCO'11), ACM Press, p.363 - 370.
-
Omidvar, M., Li, X. and Yao, X. (2011), "Smart
Use of Computational Resource Based on Contribution for Cooperative
Co-evolutionary Algorithms", in Proceeding of
Genetic and
Evolutionary Computation Conference
(GECCO'11), ACM Press, p.1115 - 1122.
-
Carrese, R., Winarto, H., and Li, X. (2011), "An efficient
strategy to incorporate designer-preferences in automated airfoil
design", in Proceeding of the Fourteenth Australian International Aerospace Congress
(AIAC14), Melbourne, Australia, 2011 (accepted on 10/12/2010).
-
Carrese, R., Winarto, H., and Li, X. (2011), "Integrating
user-preference swarm algorithm and surrogate modeling for airfoil
design", in Proceeding of the 49th AIAA Aerospace Sciences Meeting, Orlando, Florida,
AIAA-2011-1246.
-
Zhai, Z. Li, X. (2011), "A Dynamic Archive Based Niching Particle Swarm Optimizer Using a Small Population Size", in
Proceedings of the Australian Computer Science Conference (ACSC
2011), Vol. 113, M. Reynolds, Ed.
-
Lin, D., Li. X., and Wang, D. (2011), "Atavistic
Strategy for Genetic Algorithm", in Proceeding of Advances in Swarm
Intelligence - Second International Conference (ICSI 2011), Part I,
LNCS6728, Springer, p.497-505.
-
Omidvar, M., Li, X.. (2010), "A Comparative Study
of CMA-ES on Large Scale Global Optimisation", in Proceedings of the
23rd Australasian Joint Conference on Artificial Intelligence (AI'10)
, LNAI 6464, Springer, p. 303 - 312.
-
Donate, J.P., Li, X. Gutierrez, G. and Sanchis, A.
(2010), "Time series forecasting by evolving artificial neural networks
using genetic algorithms and differential evolution", in Proceedings of
2010 International Joint Conference on Neural Networks (IJCNN 2010),
IEEE, p3999 - 4006.
-
Omidvar, M., Li, X., Yao, X. and Yang, Z. (2010),
"Cooperative Co-evolution for Large Scale Optimization Through More
Frequent Random Grouping", in Proceedings of Congress of
Evolutionary Computation (CEC 2010), IEEE, p.1754 - 1761.
-
Omidvar, M., Li, X. and Yao, X. (2010),
"Cooperative Co-evolution with Delta Grouping for Large Scale
Non-separable Function Optimization", in Proceedings of Congress of
Evolutionary Computation (CEC 2010), IEEE, p.1762 - 1769.
-
Li, J., Li, X. and Wood, A. (2010), "Species-based
Evolutionary Algorithms for Multimodal Functions: A brief review", in
Proceedings of Congress of Evolutionary Computation (CEC 2010), IEEE,
p.4156 - 4163.
-
Li, X. and Deb, K. (2010), "Comparing lbest PSO Niching
algorithms Using Different Position Update Rules", in Proceedings of
Congress of Evolutionary Computation (CEC 2010), IEEE, p.1564 - 1571.
-
Wickramasinghe, W., Carrese, R. and Li, X. (2010),
"Designing Airfoils using a Reference Point based Evolutionary
Many-objective Particle Swarm Optimization Algorithm", in Proceedings
of Congress of Evolutionary Computation (CEC 2010), IEEE, p.1857 -
1864.
-
Wickramasinghe, W. and Li, X. (2009), "A Distance
Metric for Evolutionary Many-Objective Optimization Algorithms using
User-Preferences", in Proceedings of the 22nd Australasian Joint
Conference on Artificial Intelligence (AI'09) , Lecture Notes in Computer
Science (LNCS 5866), Springer, p443 - 453.
-
Jaehne, M., Branke, J. and Li, X. (2009), “Evolutionary
Algorithms and Multi-Objectivization for the Travelling Salesman Problem”, in
Proceeding of
Genetic and
Evolutionary Computation Conference
(GECCO'09), ACM
Press, p.595 - 602.
-
Wickramasinghe, W. and Li, X. (2009), “Using a Distance
Metric to Guide PSO Algorithms for Many-Objective Optimization”, in
Proceeding of
Genetic and
Evolutionary Computation Conference
(GECCO'09), ACM
Press, p667- 674.
-
Li, X. and Yao, X. (2009), "Tackling High Dimensional Nonseparable
Optimization Problems By Cooperatively Coevolving Particle Swarms",
in
Proceedings of Congress of 2009 Evolutionary Computation
(CEC'09), p.1546 - 1553.
-
Li, L., Li, X., Yu, X. and Guo, W. (2009), "A Modified
PSO Algorithm for Constrained Multi-Objective Optimization", in NSS:
2009 3rd International conference on Network and System Security,
p.462-467, IEEE.
-
Allmendinger, R., Li, X. and Branke, J. (2008),
"Reference Point-Based Particle Swarm Optimization Using a Steady-State
Approach", in Proceedings of the seventh International Conference on
Simulated Evolution and Learning (SEAL'08), Lecture Notes in Computer
Science (LNCS 5361), Springer, p.200 - 209.
-
Ronkkonen, J., Li, X., Kyrki, V. and Lampinen, J.
(2008), "A Generator for Multimodal Test Functions with Multiple Global
Optima", in Proceedings of the seventh International Conference on
Simulated Evolution and Learning (SEAL'08), Lecture Notes in Computer
Science (LNCS 5361), Springer, p.239 - 248.
-
Wickramasinghe, W. and Li, X. (2008), "Choosing Leaders
for Multi-objective PSO Algorithms using Differential Evolution", in
Proceedings of the seventh International Conference on Simulated Evolution
and Learning (SEAL'08), Lecture Notes in Computer Science (LNCS
5361), Springer, p.249 - 258.
-
Iorio, A. and Li, X. (2008), "Improving the Performance
and Scalability of Differential Evolution", in Proceedings of the
seventh International Conference on Simulated Evolution and Learning
(SEAL'08), Lecture Notes in Computer Science (LNCS 5361),
Springer, p.131 - 140.
-
Wickramasinghe, W. and Li, X. (2008), “Integrating User
Preferences with Particle Swarms for Multi-objective Optimization”, in
Proceeding of Congress of 2008 Evolutionary Computation (GECCO'08), ACM
Press, p.745 - 752.
-
Li, L., Li, X., and Yu, X. (2008), "Power
Generation Loading Optimization using a Multi-Objective
Constraint-Handling Method via PSO Algorithm", in Proceedings of
the IEEE International Conference on Industrial Informatics (INDIN 2008),
DCC, Daejeon, Korea, July 13 - 16, 2008, pp.1362 - 1367.
-
Li, L., Li, X., and Yu, X. (2008), "A Multi-objective
Constraint-handling Method with PSO Algorithm for Constrained Engineering
Optimization Problems", in
Proceeding of Congress of 2008 Evolutionary Computation
(CEC'08), IEEE Service Center, Piscataway, NJ 08855-1331,
p.1528-1535.
-
Li, X., Branke, J. and Kirley, M. (2007), "On
Performance Metrics and Particle Swarm Methods for Dynamic Multiobjective
Optimization Problems", in
Proceeding of Congress of 2007 Evolutionary Computation
(CEC'07), IEEE Service Center, Piscataway, NJ 08855-1331,
p.1635 - 1643.
- Bird, S. and Li, X. (2007), "Using Regression to
Improve Local Convergence", in
Proceedings of Congress of 2007 Evolutionary Computation
(CEC'07), p.1555 - 1562, IEEE Service Center, Piscataway, NJ 08855-1331
(source code).
- Li, X., Branke, J. and Kirley, M. (2007), "Performance
Metrics and Particle Swarm Methods for Dynamic Multiobjective Optimization
Problems", in Proceeding of Genetic and Evolutionary Computation
Conference 2007 (GECCO'07), eds. Thierens, D., p.906, ACM Press.
-
Li, X. (2007), "A Multimodal Particle Swarm Optimizer
Based on Fitness Euclidean-distance Ratio",
in Proceeding of
Genetic and Evolutionary Computation Conference 2007 (GECCO'07), eds.
Thierens, D., p.78 - 85, ACM Press.
-
Bird, S. and Li, X. (2007), "Informative
Performance Metrics for Dynamic Optimization Problems",
in Proceeding of
Genetic and Evolutionary Computation Conference 2007 (GECCO'07), eds.
Thierens, D., p.18 - 25, ACM Press.
-
Iorio, A and Li, X. (2006), "Rotationally
Invariant Crossover Operators in Evolutionary Multiobjective Optimization", in Proceeding of the Sixth International Conference on Simulated
Evolution And Learning (SEAL'06), LNCS 4247, eds. Wang, T.-D., Li, X.,
et al., p.181-188 (©
Springer-Verlag) (view PDF).
-
Li, X., Branke, J. and Blackwell, T. (2006),
"Particle Swarm with Speciation and Adaptation in a Dynamic
Environment ", in Proceeding of Genetic and Evolutionary Computation Conference 2006 (GECCO'06), eds. M. Keijzer, et al., p.51 - 58, ACM Press. (nominated for a best paper award).
-
Iorio, A and Li, X. (2006), "Rotated Test Problems
for Assessing the Performance of Multiobjective Optimization
Algorithms", in Proceeding of Genetic and Evolutionary Computation Conference 2006 (GECCO'06), eds. M. Keijzer, et al., p.683 - 690, ACM Press
(view PDF).
-
Iorio, A and Li, X.(2006), "Incorporating Directional
Information within a Differential Evolution Algorithm for Multiobjective Optimization", in Proceeding of Genetic and Evolutionary Computation Conference 2006 (GECCO'06), eds. M. Keijzer, et al., p.691 - 697, ACM Press
(view PDF).
-
Bird, S. and Li, X.(2006), "Adaptively Choosing Niching Parameters in a PSO", in Proceeding of Genetic and Evolutionary Computation Conference 2006 (GECCO'06), eds. M. Keijzer, et al., p.3 - 9, ACM Press.
-
Bird, S. and Li, X.(2006), "Enhancing the robustness
of a speciation-based PSO", in Proceeding of Congress of 2006 Evolutionary Computation (CEC'06), p.3185-3192, IEEE Service Center, Piscataway, NJ 08855-1331
(source code).
-
Parrott, D., Li, X. and Ciesielski, V. (2005),
"Multi-objective Techniques in Genetic Programming for Evolving Classifier
Systems", in Proceeding of the 2005 Congress on Evolutionary Computation (CEC'05), p.183 - 190, IEEE Service Center, Piscataway, NJ 08855-1331 (view PDF).
-
Li, X. (2005), "Efficient Differential Evolution using
Speciation for Multimodal Function Optimization", in Proceeding of Genetic
and Evolutionary Computation Conference 2005 (GECCO'05), eds. Beyer, Hans-Georg et al., Washington DC, USA, 25-29 June, p.873-880.
-
Iorio, A. and Li, X. (2004), "Solving Rotated
Multi-objective Optimization Problems Using Differential Evolution ",
in Proceeding of the 17th Joint Australian Conference on Artificial
Intelligence, Lecture Notes in
Computer Science (LNCS 3339), eds. G.I. Webb and Xinghuo Yu, p.861-872 (view PDF) © Springer-Verlag).
-
Iorio, A. and Li, X. (2004), "Solving Rotated
Multi-objective Optimization Problems Using Differential Evolution ",
in Proceeding of GECCO'04 Workshop on Self-organization in Representation
for Evolutionary Algorithms - Building Complexity from Simplicity, Genetic
and Evolutionary Computation Conference 2004 (GECCO'04)
-
Iorio, A. and Li, X. (2004), "A Cooperative Coevolutionary Multiobjective Algorithm Using Non-dominated Sorting",
in Proceeding of Genetic
and Evolutionary Computation Conference 2004 (GECCO'04), Lecture Notes in
Computer Science (LNCS 3102), eds. Deb, K. et al., Seattle, USA, 26-30 June, p.537-548 (view PDF) © Springer-Verlag).
- Li, X. (2004), "Adaptively Choosing Neighbourhood Bests using Species in a Particle Swarm Optimizer for Multimodal Function
Optimization", in Proceeding of Genetic
and Evolutionary Computation Conference 2004 (GECCO'04), Lecture Notes in
Computer Science (LNCS 3102), eds. Deb, K. et al., Seattle, USA, 26-30 June, p.105-116 (view PDF) © Springer-Verlag).
- Li, X. (2004), "Better Spread and Convergence:
Particle Swarm Multiobjective Optimization using the Maximin Fitness
Function", in Proceeding of Genetic
and Evolutionary Computation Conference 2004 (GECCO'04), Lecture Notes in
Computer Science (LNCS 3102), eds. Deb, K. et al., Seattle, USA, 26-30 June, p.117-128 (view PDF) © Springer-Verlag).
- Bernstein, Y. Li, X., Ciesielski, V. and Song, A. (2004),
"Improving Generalization Performance through Multiobjective Parsimony
Enforcement", in Proceeding of Genetic
and Evolutionary Computation Conference 2004 (GECCO'04), Lecture Notes in
Computer Science (LNCS 3103), eds. Deb, K. et al., Seattle, USA, 26-30 June, p.702-703 ©
Springer-Verlag).
- Bernstein, Y. Li, X., Ciesielski, V. and Song, A. (2004),
"Multiobjective Parsimony Enforcement for Superior Generalization
Performance",
in Proceeding of the 2004 Congress on Evolutionary Computation (CEC'04), p.83 - 89, IEEE Service Center, Piscataway, NJ 08855-1331 (view PDF).
- Parrott, D. and Li, X. (2004), "A Particle Swarm
Model for Tracking Multiple Peaks in a Dynamic Environment using
Speciation",
in Proceeding of the 2004 Congress on Evolutionary Computation (CEC'04), p.98 - 103, IEEE Service Center, Piscataway, NJ 08855-1331 (view PDF).
- Bernstein, Y. and Li, X. (2003),
"Critical Dynamics in Evolutionary Algorithms", in Proceeding of
the 2003 Congress on Evolutionary Computation (CEC'03), p.427-434, IEEE
Service Center, Piscataway, NJ 08855-1331 (view PDF).
- Li, X. and Dam, K.H. (2003),
"Comparing Particle Swarms for Tracking Extrema in Dynamic Environments",
in Proceeding of the 2003 Congress on Evolutionary Computation (CEC'03), p.1772-1779, IEEE Service Center, Piscataway, NJ 08855-1331 (view PDF).
- Li, X. (2003), "A Non-dominated Sorting Particle
Swarm Optimizer for Multiobjective Optimization", in Proceeding of Genetic
and Evolutionary Computation Conference 2003 (GECCO'03), Lecture Notes
in Computer Science (LNCS 2723),
eds. Erick Cantu-Paz et al., Chicago, USA, 12-16, July, 2003, p.37-48
(view PDF) (© Springer-Verlag)
(nominated for a best paper award).
- Li, X. (2003), "A real-coded predator-prey
genetic algorithm for multiobjective optimization", in Proceeding of
The Second International Conference on Evolutionary Multi-Criterion Optimization,
Lecture Notes in Computer Science (LNCS 2632), eds. C.M. Fonseca, P.J. Fleming, E. Zitzler, K. Deb, L. Thiele. p.207 -221(view PDF) (© Springer-Verlag)
- Gamble, T. and Li, X. (2002), "Emergence of
Cooperation in the IPD Game using Spatial Interactions", in Proceeding
of the Sixth Australia-Japan Joint Workshop on Intelligent and Evolutionary
Systems, Canberra, Australia, p.109-116.
- Li, X. and Sutherland, S. (2002), "A Cellular
Genetic Algorithm Simulating Predator-Prey Interactions", in Proceeding
of the 4th Asia-Pacific Conference on Simulated Evolution And Learning (SEAL'02),
edited by Wang, L.,Tan, K.C.,Furuhashi,T., Kim, J-H and Yao, X. Singapore,
p.76-80 (view PDF).
- Iorio, A. and Li, X. (2002), "Parameter Control
within a Co-operative Co-evolutionary Genetic Algorithm", in Proceeding
of The Seventh International Conference on Parallel Problem Solving from
Nature - PPSN VII, Lecture Notes in Computer Science (LNCS 2439),
eds. Merelo Guervos, J.J., Adamidis, P., Beyer, H.G., Fernandez-Villacanas, J.L., and Schwefel, H.P., p.247-256 (view PDF) (© Springer-Verlag).
- Li, X. and Kirley, M. (2002), "The Effects
of Varying Population Density in a Fine-grained Parallel Genetic Algorithm",
in Proceedings of the 2002 Congress on Evolutionary Computation (CEC'02),
Volume: 2 , 2002, p.1709 -1714.
- Li, X. and Magill, W. (2001), “Critical Density
in a Fire Spread Model with Varied Environmental Conditions”, in Proceeding
of The Inaugural Workshop on Artificial Life, The 14th Australian Joint
Conference on Artificial Intelligence, 10 – 14 December 2001, p.27-39.
- Li, X. (2001), "Visualization of a Parallel
Genetic Algorithm in Real Time", The Sixth International Computer Science
Conference - Active Media Technology", LNCS 2252, 18-20 December
2001, Hong Kong, p.335-346.
- Li, X. (2001), "Comparison of Neural Networks
and an Optical Thin-Film Multilayer Model for Connectionist Learning", in Proceeding of INNS-IEEE International Joint Conference on Neural Networks,
14-19 July 2001, Washington, DC, p.1727-1732.
- Li,X. (2001), "Comparison of Neural Networks and
an Optical Thin-Film Multilayer Model for Connectionist Learning", in
Proceeding of. SCAI 2001, p.111-122.
- Li, X. (2001), "Investigation on Critical
Density in a Fire Spread Model using a Multi-agent Approach ", SwarmFest 2001, April 28 - 30, Santa Fe Institute, New Mexico.
- Li, X. (2001), "A Parallel Genetic Algorithm
Implemented in Swarm", SwarmFest 2001, April 28 - 30, Santa Fe Institute,
New Mexico.
- Magill, W. and Li, X. (2000), "Multi-agent
Approach for Simulating Bush Fire Spread", The Sixth Pacific Rim International
Conference on Artificial Intelligence (PRICAI 2000), Lecture Notes in Aritificial Intelligence 1886, edited by Mizoguchi, R. and Slaney, J., Springer, p.814.
- Li, X and.Wilson, B. (1999), “Modelling Watertable Fluctuations in Acid Sulphate Soils, Tweed Heads Using Artificial Neural
Networks”, in Proceeding of AI'99: Application Symoposium, 12th Australian
Joint Conference on Artificial Intelligence, p.29-37.
- Li, X. and Purvis, M.K.(1998), "An Optical
Thin-Film Multilayer Model For Connectionist Learning", in Proceedings
of ICCIMA'98, the International Conference on Computational Intelligence
and Multimedia Applications 1998, edited by Selvaraj, H. and Verma, B.World Scientific Publishing Co. Pte. Ltd., Singapore, p.258-263.
- Kirley, M., Li, X. and Green, D.G. (1998),
“An investigation of a Cellular Genetic Algorithm that mimics evolution
in a landscape”, Lecture Notes in Artificial Intelligence (LNAI 1585), edited by
B. McKay, et al., Springer-Verlag, pp.90-97.
- Yamamoto, T., Kirley, M. & Li, X. (1998),
"Species Abundance Adapted to the Energy Flow in Ecosystem Simulations." In
R. Pfeifer et al. (eds) The Proceedings of The Fifth International Conference of The Society for Adapted Behaviour, MIT Press,
pp.291-296.
- Yamamoto, T. & Li, X.(1998), "Non-linearly
connected cross-scale interaction in a cellular network", in Proceedings
of 1997 International Symposium on Nonlinear Theory and its Applications,
vol. 2, Hawaii, p.925-928.
- Li, X. (1997), "Using Genetic Algorithms for
an Optical thin-Film Learning Model", in Proceedings of Australia-Japan
Joint Workshop on Intelligent and Evolutionary Systems, Canberra, Australia,
p.126-130.
- Purvis, M.K. and Li, X.(1997), "Connectionist
Learning Using an Optical Thin-Film Model", in Proceedings of the 15th
World Congress on Scientific Computation, Modelling and Applied Mathematics
- Artificial Intelligence and Computer Science, vol. 4, edited
by Achim Sydow, Wissenschaft & Technik Verlag, Berlin, p. 239-244.
- Purvis, M.K. and Li, X. (1995), "Connectionist
Learning Using Optical Thin-Film Model", in Proceeding of the 2nd New
Zealand International Two-Stream Conference on Artificial Neural Networks
and Expert Systems, IEEE Computer Society Press, Los Alamitos, California,
p.63-66.
- Li, X. (1990), "A Review on the Current Development
of Mainframe and Mini-Computers", Review of World Electronic Industry (Chinese edition).
Technical reports:
K.
Tang, X. Li, P. N. Suganthan, Z. Yang and T. Weise, "Benchmark Functions for the
CEC'2010 Special Session and Competition on Large Scale Global Optimization,"
Technical Report, Nature Inspired Computation and Applications Laboratory, USTC,
China,
http://nical.ustc.edu.cn/cec10ss.php, 2009.
Tutorials:
Particle Swarm Optimization (1 slide per page, or 4 slides per page), presented at SEAL'06, Hefei, China, 15 - 18 October, 2006.
Particle Swarm Optimization (4 slides
per page), by Xiaodong Li and Andries P. Engelbrecht, presented at GECCO'07,
London, UK, 7 - 11 July, 2007.
PhD. thesis
Interested to read my Ph.D. thesis - "Connectionist
Learning Architecture Based on an Optical Thin-Film Multilayer Model"?
(view PDF)
Most papers can be found at Google
Scholar: http://scholar.google.com/
All IEEE published papers can be found from IEEE Xplorer. Or you can contact me by
email for a copy.
All GECCO papers can be found and downloaded at: Bibliography of
the Proceedings of the GECCO