University home page

Find an ExpertProfiling the University of Melbourne's Researchers

DR MICHAEL KIRLEY



Contact Details

Organization: Computer Science and Software Engineering
Position: SENIOR LECTURER
Email:
Homepage: www.csse.unimelb.edu.au/~mkirley
Work: 83441401
Fax: 93481184
Room: 3.16
Level: 03
Building: 111-117 Barry St.
Campus: Parkville

Biography

My research interests include the theory and application of evolutionary computation, multi-agent systems, and complex systems science. Recently, I have worked on projects examining the implications of diversity mechanisms and changes in connectivity within a natural computation framework. More generally, I am interested in using techniques from statistical physics and nonlinear dynamics to model natural systems and to engineer artificial systems.

Research Expertise and International Linkages

Research Expertise

Research Interest Key Words Country of Expertise
Evolutionary computation Genetic algorithms Australia
Artificial Intelligence Complex systems Australia
Multi agent systems Autonomous agents Australia

International Linkages

Country Establishment Collaboration
Singapore National University of Singapore Exchange, Research
United States University of Illinois at Urbana-Champaign

Qualifications, Honours, Fellowships and Other Awards

Qualifications

Title Institution Date Awarded Abbreviation
Bachelor of Education Deakin University 13-May-1988
Doctor of Philosophy Charles Sturt University 09-May-2003
Graduate Diploma of Business Charles Sturt University 06-May-1994

Other Awards

Award Type Awarding Body Comments Date Awarded
Prize Faculty of Engineering Teaching Excellence 01-Jan-2005

Government Research Classifications

Research Fields, Courses and Discipline Classifications

Socio-Economic Objective Classifications

Grants and Contracts

Research Grants, Contracts and Consultancies awarded to the University of Melbourne as the administering institution (since 2003) as recorded in Themis Agreements.

Grants

Title Role Funding Source Scheme Award Date
Evolutionary multi-objective algorithms for Global Grids Chief Investigator AUST RESEARCH COUNCIL Discovery Projects 01/01/2006
MANAGING COOPERATION AND COLLECTIVE BEHAVIOUR IN MULTI-AGENT SYSTEMS - MELBOURNE EARLY CAREER RESEARCHER GRANT SCHEME 2006 Chief Investigator UNIVERSITY OF MELBOURNE Early Career Researcher Grants Scheme

Publications

Publications produced at the University of Melbourne and reported in the Annual Publications Collection and 'Research Report' since 2001. The Themis Publications module, released in November 2006, allows additional publications from previous institutions and publications from past years to be entered.

Publications in 2009

Journal Articles

  • Discrete network models of interacting nephrons
    Year: 2009
    Journal: Physica D: Nonlinear Phenomena
    Volume: 238
    Issue: 22
    Page numbers: 2166-2176
    Author(s):
    Super Search Source this item in the University's Catalouge locate this resource.
  • Multiobjective differential evolution for scheduling workflow applications on global Grids
    Year: 2009
    Journal: Concurrency and Computation-Practice and Experience
    Volume: 21
    Page numbers: 1742-1756
    Author(s):
    Super Search Source this item in the University's Catalouge locate this resource.

Conference Publications/Papers

  • The Pareto-Following Variation Operator as An Alternative Approximation Model
    Year: 2009
    Event name: IEEE Congress on Evolutionary Computation, 2009 (CEC '09)
    Conference Publication: IEEE Congress on Evolutionary Computation, 2009 (CEC '09)
    Page numbers: 8-15
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):

Publications in 2008

Books

  • Simulated Evolution and Learning (Lecture Notes in Computer Science)


    Year: 2008
    Publisher: Springer Verlag
    Authors(s):

Conference Publications/Papers

  • A Pareto following variation operator for evolutionary dynamic multi-objective optimization


    Year: 2008
    Event name: CEC 2008 - IEEE Congress on Evolutionary Computation
    Conference Publication: Proceedings of the 2008 IEEE Congress on Evolutionary Computation
    Page numbers: 2270-2277
    Publisher: IEEE Press(New Jersey)
    Author(s):
  • Forecasting Urban Air Pollution Using HMM-Fuzzy Model


    Year: 2008
    Event name: PAKDD 2008 - the Pacific-Asia Conference on Knowledge Discovery and DataMining
    Conference Publication: Advances in Knowledge Discovery and Data Mining (Lecture Notes in Computer Science)
    Volume: 5012
    Page numbers: 572-581
    Publisher: Springer Verlag(Berlin)
    Author(s):
  • Heterogeneous Payoffs and Social Diversity in the Spatial Prisoner's Dilema game


    Year: 2008
    Event name: SEAL 2008 - 7th International Conference on Simulated Evolution and Learning
    Conference Publication: Simulated Evolution and Learning (Lecture Notes in Computer Science)
    Volume: 5361
    Page numbers: 585-594
    Publisher: Springer Verlag
    Author(s):
  • Phylogeny Inference using a Multi-objective Evolutionary Algorithm with Indirect Representation


    Year: 2008
    Event name: SEAL 2008 - 7th International Conference on Simulated Evolution and Learning
    Conference Publication: Simulated Evolution and Learning (Lecture Notes in Computer Science)
    Volume: 5361
    Page numbers: 41-50
    Publisher: Springer Verlag
    Author(s):
  • A pareto following variation operator for fast-converging multiobjective evolutionary algorithms
    Year: 2008
    Event name: Genetic And Evolutionary Computation Conference
    Conference Publication: Genetic And Evolutionary Computation Conference
    Page numbers: 721-728
    Publisher: Association for Computing Machinery Inc.(New York)
    Author(s):
  • An analysis of the effects of clustering in graph-based evolutionary algorithms
    Year: 2008
    Event name: CEC 2008 - IEEE Congress on Evolutionary Computation
    Conference Publication: Proceedings of the 2008 IEEE Congress on Evolutionary Computation
    Page numbers: 2246-2253
    Publisher: IEEE Press(New Jersey)
    Author(s):

Publications in 2007

Journal Articles

  • A fusion model of HMM, ANN and GA for stock market forcasting
    Year: 2007
    Journal: Expert Systems with Applications
    Volume: 33
    Issue: 1
    Page numbers: 171-180
    Author(s):
    Super Search Source this item in the University's Catalouge locate this resource.
  • An Agent-Based Approach to Modelling Pedestrian Behaviour
    Year: 2007
    Journal: International Journal of Simulation - Systems, Science and Technology
    Volume: 8
    Issue: 1
    Page numbers: 25-38
    Author(s):
    Super Search Source this item in the University's Catalouge locate this resource.

Conference Publications/Papers

  • Speclad: An Online Collaborative Problem-Based Learning Environment
    Year: 2007
    Event name: AaeE 2007: Eighteenth Annual Conference of the Australasian Association for Engineering Education
    Conference Publication: AaeE 2007: Eighteenth Annual Conference of the Australasian Association for Engineering Education
    Page numbers: 1-7
    Publisher: Australasian Association for Engineering Education(Canberra)
    Author(s):
  • An Analysis of the Effects of Population Structure on Scalable Multiobjective Optimization Problems
    Year: 2007
    Event name: GECCO 2007: Genetic and Evolutionary Computation Conference
    Conference Publication: GECCO 2007: Genetic and Evolutionary Computation Conference
    Page numbers: 845-852
    Publisher: Association for Computing Machinery Inc.(New York)
    Author(s):
  • Multi-objective Planning for Workflow Execution on Grids
    Year: 2007
    Event name: 8th IEEE/ACM International Conference on Grid Computing (GRID 2007)
    Conference Publication: GRID 2007: 8th IEEE/ACM International Conference on Grid Computing Conference Proceedings
    Page numbers: 10-17
    Publisher: IEEE - Institute of Electrical and Electronic Engineers(Piscataway)
    Author(s):
    Editor(s):
  • Multiobjective Differential Evolution for Workflow Execution on Grids
    Year: 2007
    Event name: MGC 2007 - 5th International Workshop on Middleware for Grid Computing
    Conference Publication: Proceedings of the 5th international workshop on Middleware for grid computing
    Page numbers: 1-6
    Publisher: ACM Press(New York)
    Author(s):
  • Multiobjective Evolutionary Algorithms on Complex Networks
    Year: 2007
    Event name: The 4th International Conference on Evolutionary Multi-Criterion Optimization (EMO 2007)
    Conference Publication: LNCS 4403: Evolutionary Multi-Criterion Optimization, 4th International Conference, EMO 2007
    Volume: 4403
    Page numbers: 81-95
    Publisher: Springer Verlag(Berlin)
    Author(s):
  • On Performance Metrics and Particle Swarm Methods for Dynamic Multi-objective Optimization Problems
    Year: 2007
    Event name: IEEE Congress on Evolutionary Computation (CEC 2007)
    Conference Publication: 2007 IEEE Congress on Evolutionary Computation
    Page numbers: 576-583
    Publisher: IEEE Customer Service(Piscataway)
    Author(s):

Publications in 2006

Book Chapters

Journal Articles

Conference Publications/Papers

Publications in 2005

Conference Publications/Papers

  • A conceptual framework for specifying and developing pedestrian models
    Year: 2005
    Event name: MODSIM 2005 International Congress on Modelling and Simulation
    Conference Publication: Proceedings of MODSIM 2005 International Congress on Modelling and Simulation
    Page numbers: 2615-2621
    Publisher: The Modelling and Simulation Society of Australia and New Zealand(Canberra)
    Author(s):
  • Competition, cooperation and collective behaviour: resource utilization in non-stationary environments
    Year: 2005
    Event name: IEEE/WIC/ACM International Conference on Intelligent Agent Technology
    Conference Publication: The Proceedings of the IEEE/WIC/ACM International Conference on Intelligent Agent Technology
    Page numbers: 572-578
    Publisher: IEEE Computer Society(California)
    Author(s):
  • Mining Classification Rules Using Evolutionary Multi-objective Algorithms
    Year: 2005
    Event name: Ninth International Conference on Knowledge-Based Intelligent Information and Engineering Systems
    Conference Publication: Knowledge-Based Intelligent Information and Engineering Systems
    Volume: 3683
    Page numbers: 959-965
    Publisher: Springer Verlag(Berlin)
    Author(s):

Publications in 2004

Conference Publications/Papers

  • Agent Heterogeneity and Coalition Formation: Investigating Market-Based Cooperative Problem-Solving
    Year: 2004
    Event name: Third International Joint Conference on Autonomous Agents & Multi Agent Systems
    Conference Publication: Proceedings of the Third International Joint Conference on Autonomous Agents & Multi Agent Systems
    Page numbers: 556-563
    Publisher: ACM Press(New York)
    Author(s):
  • Complex Networks and Evolutionary Games
    Year: 2004
    Event name: 7th Asia-Pacific Complex Systems Conference
    Conference Publication: Proceedings of the 7th Asia-Pacific Complex Systems Conference
    Page numbers: 237-246
    Publisher: Central Queensland University(Rockhampton)
    Author(s):
  • Cooperative Problem Solving Using an Agent-Based Market
    Year: 2004
    Event name: Sixth Annual Genetic and Evolutionary Computation Conference
    Conference Publication: Genetic and Evolutionary Computation - GECCO 2004
    Volume: 3102
    Page numbers: 60-71
    Publisher: Springer Verlag(Berlin)
    Author(s):
  • Evolutionary Minority Games with Small-World Interactions
    Year: 2004
    Event name: 8th Asia Pacific Symposium on Intelligent and Evolutionary Systems
    Conference Publication: Proceedings of the 8th Asia Pacific Symposium on Intelligent and Evolutionary Systems
    Page numbers: 93-112
    Publisher: Monash University(Clayton)
    Author(s):

Publications in 2002

Journal Articles

  • A Cellular Genetic Algorithm with Disturbances: Optimisation Using Dynamic Spatial Interactions
    Year: 2002
    Journal: Journal of Heuristics
    Volume: 8
    Issue: 3
    Page numbers: 221-42
    Author(s):
    Super Search Source this item in the University's Catalouge locate this resource.

Conference Publications/Papers

  • Do Artificial Ants March in Step? Ordered Asynchronous Processes and Modularity in Biological Systems
    Year: 2002
    Event name: Artificial Life VIII
    Conference Publication: Artificial Life VIII: Proceedings of the Eighth International Conference.
    Page numbers: 28-38
    Publisher: MIT Press(Massachusetts)
    Author(s):
top of page