Michael Kirley

Norm Talk and Human Cooperation: Can We Talk Ourselves Into Cooperation?

Daniel B Shank, Yoshihisa Kashima, Kim Peters, Yang Li, Garry Robins, Michael Kirley

Journal article  |  2019  |  Journal of Personality and Social Psychology

Deep Multi-agent Reinforcement Learning in a Common-Pool Resource System

H Zhu, M Kirley

Conference Proceedings  |  2019  |  2019 IEEE Congress on Evolutionary Computation (CEC)

In complex social-ecological systems, multiple agents with diverse objectives take actions that affect the long-term dynamics of t..

Investigation of Asynchrony in Dynamic Multi-Objective Optimization

Daniel Herring, Michael Kirley, Xin Yao

Conference Proceedings  |  2019  |  2019 IEEE Congress on Evolutionary Computation (CEC)

A Networked N-Player Trust Game and Its Evolutionary Dynamics

Manuel Chica, Raymond Chiong, Michael Kirley, Hisao Ishibuchi

Journal article  |  2018  |  IEEE Transactions on Evolutionary Computation

Understanding Coupled Urban-Natural Dynamics as the Key to Sustainability: The Example of the Galapagos

Michael Batty, Luis Bettencourt, Michael Kirley

Book Chapter  |  2018

This book addresses the future of urbanisation on the Galapagos Islands from a systems, governance and design perspective with the..

A Recursive Decomposition Method for Large Scale Continuous Optimization

Yuan Sun, Michael Kirley, Saman K Halgamuge

Journal article  |  2018  |  IEEE Transactions on Evolutionary Computation

Adaptive threshold parameter estimation with recursive differential grouping for problem decomposition

Y Sun, M Kirley, MN Omidvar, X Li

Conference Proceedings  |  2018  |  Proceedings of the Genetic and Evolutionary Computation Conference

© 2018 Association for Computing Machinery. Problem decomposition plays an essential role in the success of cooperative co-evoluti..

Cooperative Co-evolution with online optimizer selection for large-scale optimization

Y Sun, M Kirley, X Li

Conference Proceedings  |  2018  |  Proceedings of the Genetic and Evolutionary Computation Conference

© 2018 Association for Computing Machinery. Cooperative co-evolution (CC) is an effective framework that can be used to solve larg..

Sustainability is possible despite greed - Exploring the nexus between profitability and sustainability in common pool resource systems

Friedrich Burkhard von der Osten, Michael Kirley, Tim Miller

Journal article  |  2017  |  Scientific Reports

Quantifying Variable Interactions in Continuous Optimization Problems

Yuan Sun, Michael Kirley, Saman K Halgamuge

Journal article  |  2017  |  IEEE Transactions on Evolutionary Computation

A Memetic Cooperative Co-evolution Model for Large Scale Continuous Optimization

Yuan Sun, Michael Kirley, Saman K Halgamuge

Conference Proceedings  |  2017  |  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Generation and Exploration of Architectural Form Using a Composite Cellular Automata

Camilo Cruz, Michael Kirley, justyna Karakiewicz

Conference Proceedings  |  2017

An interactive approach for evolving pareto optimal architectural form

C Cruz, M Kirley, J Karakiewicz

Conference Proceedings  |  2017  |  Simulation Series

The minds of many: Opponent modelling in a stochastic game

FB Von Der Osten, M Kirley, T Miller

Conference Proceedings  |  2017  |  IJCAI International Joint Conference on Artificial Intelligence

The Theory of Mind provides a framework for an agent to predict the actions of adversaries by building an abstract model of their ..

Generation and exploration of architectural form using a composite cellular automata

C Cruz, M Kirley, J Karakiewicz

Conference Proceedings  |  2017  |  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

© Springer International Publishing AG 2017.In this paper, we introduce a composite Cellular Automata (CA) to explore digital morp..

Modeling cultural dynamics

Y Kashima, M Kirley, A Stivala, G Robins

Book Chapter  |  2017

Risk sensitivity and assortment in social dilemmas

Michael Kirley, Friedrich Burkhard von der Osten

Journal article  |  2016  |  Soft Computing

Culture and cooperation in a spatial public goods game

Alex Stivala, Yoshihisa Kashima, Michael Kirley

Journal article  |  2016  |  Physical Review E

Diversity and Community Can Coexist

Alex Stivala, Garry Robins, Yoshihisa Kashima, Michael Kirley

Journal article  |  2016  |  American Journal of Community Psychology

A wavelet-based Bayesian damage identification technique using an evolutionary algorithm

Maryam Varmazyar, Nicholas Haritos, Michael Kirley

Journal article  |  2016  |  Australian Journal of Structural Engineering

ICARUS: Identification of Complementary algoRithms by Uncovered Sets

Mario A Munoz, Michael Kirley

Conference Proceedings  |  2016  |  2016 IEEE Congress on Evolutionary Computation (CEC)

HackSpace: A platform for designing and promoting customised interactions in digital ecosystems

S Xue, EA Oliveira, M Kirley

Conference Proceedings  |  2016  |  Proceedings of the Workshop on Time Series Analytics and Applications - TSAA '16

© 2016 ACM.The increasing number of interactive digital artifacts, capable of communicating with each other, have created a situat..

A Morphogenetic Design Strategy Using a Composite CA Model

C Cruz, J Karakiewicz, M Kirley

Conference Proceedings  |  2016  |  Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion - GECCO '16 Companion

TOWARDS THE IMPLEMENTATION OF A COMPOSITE CELLULAR AUTOMATA MODEL FOR THE EXPLORATION OF DESIGN SPACE

C Cruz, J Karakiewicz, M Kirley

Conference Proceedings  |  2016  |  CAADRIA 2016, 21st International Conference on Computer-Aided Architectural Design Research in Asia - Living Systems and Micro-Utopias: Towards Continuous Designing

Promotion of cooperation in social dilemma games via generalised indirect reciprocity

Raymond Chiong, Michael Kirley

Journal article  |  2015  |  Connection Science

Algorithm selection for black-box continuous optimization problems: A survey on methods and challenges

Mario A Munoz, Yuan Sun, Michael Kirley, Saman K Halgamuge

Journal article  |  2015  |  Information Sciences

On the selection of decomposition methods for large scale fully non-separable problems

Y Sun, M Kirley, SK Halgamuge

Conference Proceedings  |  2015  |  Proceedings of the Companion Publication of the 2015 on Genetic and Evolutionary Computation Conference - GECCO Companion '15

© 2015 ACM. Cooperative co-evolution is a framework that can be used to effectively solve large scale optimization problems. This ..

Dilemma of Dilemmas: How Collective and Individual Perspectives Can Clarify the Size Dilemma in Voluntary Linear Public Goods Dilemmas

Daniel B Shank, Yoshihisa Kashima, Saam Saber, Thomas Gale, Michael Kirley

Journal article  |  2015  |  PLOS ONE

Exploratory Landscape Analysis of Continuous Space Optimization Problems Using Information Content

Mario A Munoz, Michael Kirley, Saman K Halgamuge

Journal article  |  2015  |  IEEE Transactions on Evolutionary Computation

Distributed and Hetrogeneous Data Analysis for Smart Urban Planning

EA Oliveira, M Kirley, T Kvan, J Karakiewicz, C Vaz

Conference Proceedings  |  2015  |  Communications in Computer and Information Science

Device Nimbus: An Intelligent Middleware for Smarter Services for Health and Fitness

Eduardo Araujo Oliveira, Michael Kirley, Jorge CB Fonseca, Kiev Gama

Journal article  |  2015  |  International Journal of Distributed Sensor Networks

A Bayesian Damage Identification Technique Using Evolutionary Algorithms - a Comparative Study

M Varmazyar, N Haritos, M Kirley

Journal article  |  2015  |  Electronic Journal of Structural Engineering

Extended Differential Grouping for Large Scale Global Optimization with Direct and Indirect Variable Interactions

Yuan Sun, Michael Kirley, Saman K Halgamuge

Conference Proceedings  |  2015  |  Proceedings of the 2015 on Genetic and Evolutionary Computation Conference - GECCO '15

Towards a middleware for context-aware health monitoring

EA Oliveira, F Koch, M Kirley, CVGDP Barros

Book Chapter  |  2015  |  Communications in Computer and Information Science

© Springer International Publishing Switzerland 2015. The surge of commodity devices, sensors and apps allows for the continuous m..

Ultrametric distribution of culture vectors in an extended Axelrod model of cultural dissemination

Alex Stivala, Garry Robins, Yoshihisa Kashima, Michael Kirley

Journal article  |  2014  |  Scientific Reports

Anticipatory stigmergic collision avoidance under noise

FB VON DER OSTEN, MG Kirley, T Miller

Conference Proceedings  |  2014  |  Proceedings of the 2014 Genetic and Evolutionary Computation Conference (GECCO)

hSpy: An Intelligent Framework for Context and Predictive Analysis for Smarter Health Devices

Eduardo Araujo Oliveira, Michael Kirley, Elena Vanz, Kiev Gama

Conference Proceedings  |  2014  |  2014 International Conference on Information and Communication Technology Convergence (ICTC)

Risk aversion and mobility in the public goods game

M Kirley, FB Von Der Osten

Conference Proceedings  |  2014  |  Proceedings of the 2014 conference companion on Genetic and evolutionary computation companion - GECCO Comp '14

In this paper, we study the evolutionary dynamics of the public goods game where the population of mobile individuals is divided i..

Improving cognitive agent decision making: Experience trajectories as plans

J Pfau, S Karim, M Kirley, E Sonenberg

Journal article  |  2014  |  Web Intelligence and Agent Systems: An International Journal

In task environments with large state and action spaces, the use of temporal and state abstraction can potentially improve the dec..

Adaptive Risk Aversion in Social Dilemmas

Michael Kirley, Friedrich Burkhard von der Osten

Conference Proceedings  |  2014  |  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

On the Selection of Fitness Landscape Analysis Metrics for Continuous Optimization Problems

Yuan Sun, Saman K Halgamuge, Michael Kirley, Mario A Munoz

Conference Proceedings  |  2014  |  Information and Automation for Sustainability (ICIAfS), 2014 7th International Conference on

A hybrid of multiobjective Evolutionary Algorithm and HMM-Fuzzy model for time series prediction (vol 81, pg 1, 2012)

Md Rafiul Hassan, Baikunth Nath, Michael Kirley, Joarder Kamruzzaman

Journal article  |  2013  |  Neurocomputing

Structural damage identification using power spectral density and an evolutionary algorithm

M Varmazyar, N Haritos, M Kirley

Conference Proceedings  |  2013  |  Safety, Reliability, Risk and Life-Cycle Performance of Structures and Infrastructures

Damage severity estimation using parallel genetic algorithm and power spectral density

M Varmazyar, N Haritos, M Kirley

Conference Proceedings  |  2013  |  From Materials to Structures: Advancement through Innovation

An enhanced XCS rule discovery module using feature ranking

Mani Abedini, Michael Kirley

Journal article  |  2013  |  International Journal of Machine Learning and Cybernetics

The co-evolution of cultures, social network communities, and agent locations in an extension of Axelrod's model of cultural dissemination

Jens Pfau, Michael Kirley, Yoshihisa Kashima

Journal article  |  2013  |  Physica A - Statistical Mechanics and its Applications

Incorporating feature ranking and evolutionary methods for the classification of high-dimensional DNA microarray gene expression data.

Mani Abedini, Michael Kirley, Raymond Chiong

Journal article  |  2013  |  Australasian Medical Journal

BACKGROUND: DNA microarray gene expression classification poses a challenging task to the machine learning domain. Typically, the ..

A One Stage Damage Detection Technique Using Spectral Density Analysis and Parallel Genetic Algorithms

Maryam Varmazyar, Nicholas Haritos, Michael Kirley, Tim Peterson

Conference Proceedings  |  2013  |  Proceedings of 4th Asia-Pacific Workshop on Structural Health Monitoring

The algorithm selection problem on the continuous optimization domain

MA Muñoz, M Kirley, SK Halgamuge

Book Chapter  |  2013  |  Studies in Computational Intelligence

A Multi-agent Based Migration Model for Evolving Cooperation in the Spatial N-Player Snowdrift Game

R Chiong, MG Kirley

Conference Proceedings  |  2013  |  PRIMA 2013: Principles and Practice of Multi-Agent Systems

GPU-accelerated eXtended Classifier System

M ABEDINI, MG Kirley, R Chiong, T Weise

Conference Proceedings  |  2013  |  Proceedings of the 2013 IEEE Symposium on Computational Intelligence and Data Mining

Dynamic social networks facilitate cooperation in the N-player Prisoner's Dilemma

Golriz Rezaei, Michael Kirley

Journal article  |  2012  |  Physica A - Statistical Mechanics and its Applications

A meta-learning prediction model of algorithm performance for continuous optimization problems

MA Muñoz, M Kirley, SK Halgamuge

Conference Proceedings  |  2012  |  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Effects of Iterated Interactions in Multiplayer Spatial Evolutionary Games

Raymond Chiong, Michael Kirley

Journal article  |  2012  |  IEEE Transactions on Evolutionary Computation

Random mobility and the evolution of cooperation in spatial N-player iterated Prisoner's Dilemma games

Raymond Chiong, Michael Kirley

Journal article  |  2012  |  Physica A - Statistical Mechanics and its Applications

A hybrid of multiobjective Evolutionary Algorithm and HMM-Fuzzy model for time series prediction

Md Rafiul Hassan, Baikunth Nath, Michael Kirley, Joarder Kamruzzaman

Journal article  |  2012  |  Neurocomputing

Community Evolution in A Scientific Collaboration Network

Van Nguyen Minh, Michael Kirley, Rodolfo Garcia-Flores

Conference Proceedings  |  2012  |  Proceedings of IEEE World Congress on Computational Intelligence

An agent-based model of stereotype communication

J Pfau, M Kirley, Y Kashima

Conference Proceedings  |  2012  |  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

FS-XCS vs. GRD-XCS: An analysis using high-dimensional DNA microarray gene expression data sets

M Abedini, M Kirley, R Chiong

Conference Proceedings  |  2012  |  CEUR Workshop Proceedings

XCS, a Genetic Based Machine Learning model that combines reinforcement learning with evolutionary algorithms to evolve a populati..

The Evolution of Cooperation via Stigmergic Interactions

Raymond Chiong, Michael Kirley

Conference Proceedings  |  2012  |  Proceedings of IEEE World Congress on Computational Intelligence

Landscape Characterization of Numerical Optimization Problems Using Biased Scattered Data

Mario A Munoz, Michael Kirley, Saman K Halgamuge

Conference Proceedings  |  2012  |  Proceedings of WCCI 2012 IEEE World Congress on Computational Intelligence

Use of run time predictions for automatic co-allocation of multi-cluster resources for iterative parallel applications

Marco AS Netto, Christian Vecchiola, Michael Kirley, Carlos A Varela, Rajkurnar Buyya

Journal article  |  2011  |  Journal of Parallel and Distributed Computing

Guest Editorial: Special issue on evolutionary optimisation and learning

M Zhang, M Kirley, X Li

Journal article  |  2011  |  Soft Computing

Iterated N-Player Games on Small-World Networks

Raymond Chiong, Michael Kirley

Conference Proceedings  |  2011  |  Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference (GECCO-2011)

TATM: A Trust Mechanism for Social Traders in Double Auctions

Jacob Dumesny, Tim Miller, Michael Kirley, Liz Sonenberg

Conference Proceedings  |  2011  |  Lecture Notes in Artificial Intelligence: AI 2011 Advances in Artificial Intelligence, Proceedings

Guided Rule Discovery in XCS for High-Dimensional Classification Problems

Mani Abedini, Michael Kirley

Conference Proceedings  |  2011  |  Lecture Notes in Artificial Intelligence: AI 2011 Advances in Artificial Intelligence, Proceedings

Distributed advice-seeking on an evolving social network

G Rezaei, J Pfau, M Kirley

Conference Proceedings  |  2010  |  Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology 2010

Gene expression classification with a novel coevolutionary based learning classifier system on public clouds

C Vecchiola, M Abedini, M Kirley, X Chu, R Buyya

Conference Proceedings  |  2010  |  Proceedings of the 6th IEEE International Conference on e-Science Workshops 2010

Globalization and Cultural Diversity

J PFAU, MGK Kirley, YK Kashima

Conference Proceedings  |  2010  |  Proceedings of the 3rd World Congress on Social Simulation WCSS2010

Evolving Cooperation in the Spatial N-player Snowdrift Game

Raymond Chiong, Michael Kirley

Conference Proceedings  |  2010  |  Lecture Notes in Artificial Intelligence: AI 2010: Advances in Artificial Intelligence 23rd Australasian Joint Conference Proceedings

Imitation vs Evolution: Analysing the Effects of Strategy Update Mechanisms in N-player Social Dilemmas

Raymond Chiong, Michael Kirley

Conference Proceedings  |  2010  |  Proceedings of the IEEE Congress on Evolutionary Computation 2010

A multiple population XCS: Evolving condition-action rules based on feature space partitions

Mani Abedini, Michael Kirley

Conference Proceedings  |  2010  |  Proceedings of the IEEE Congress on Evolutionary Computation 2010

Discrete network models of interacting nephrons

R MOSS, E KAZMIERCZAK, M KIRLEY, P HARRIS

Journal article  |  2009  |  Physica D: Nonlinear Phenomena

The kidney is one of the major organs involved in whole-body homeostasis, and aexhibits many of the properties of a complex system..

Special issue on simulated evolution and learning

M Kirley, M Zhang, X Li

Journal article  |  2009  |  Evolutionary Intelligence

The effects of time-varying rewards on the evolution of cooperation

G Rezaei, M Kirley

Journal article  |  2009  |  Evolutionary Intelligence

Multiobjective differential evolution for scheduling workflow applications on global Grids

AKM Khaled Ahsan Talukder, Michael Kirley, Rajkumar Buyya

Journal article  |  2009  |  Concurrency and Computation-Practice and Experience

A computational model for emergent dynamics in the kidney

Robert Moss, Ed Kazmierczak, Michael Kirley, Peter Harris

Journal article  |  2009  |  Royal Society of London. Proceedings A. Mathematical, Physical and Engineering Sciences

Co-evolutionary Learning in the N-player Iterated Prisoner's Dilemma with a Structured Environment

Raymond Chiong, Michael Kirley

Conference Proceedings  |  2009  |  Lecture Notes in Computer Science: Artificial Life: Borrowing from Biology, 4th Australian Conference, ACAL 2009

CoXCS: A Coevolutionary Learning Classifier Based on Feature Space Partitioning

Mani Abedini, Michael Kirley

Conference Proceedings  |  2009  |  Lecture Notes in Artificial Intelligence: AI 2009: Advances in Artificial Intelligence, 22nd Australasian Joint Conference

Evolving Cooperation in the N-player Prisoner's Dilemma: A Social Network Model

Golriz Rezaei, Michael Kirley, Jens Pfau

Conference Proceedings  |  2009  |  Lecture Notes in Computer Science: Artificial Life: Borrowing from Biology, 4th Australian Conference, ACAL 2009

The Pareto-Following Variation Operator as An Alternative Approximation Model

AKM Khaled Ahsan Talukder, Michael Kirley, Rajkumar Buyya

Conference Proceedings  |  2009  |  IEEE Congress on Evolutionary Computation, 2009 (CEC '09)

Multi-Objective Problem Solving With Offspring on Enterprise Clouds

C VECCHIOLA, M KIRLEY, R BUYYA

Conference Proceedings  |  2009  |  Proceedings for the HPC Asia & APAN 2009 International Conference & Exhibition

A pareto following variation operator for fast-converging multiobjective evolutionary algorithms

AKMKA Talukder, M Kirley, R Buyya

Conference Proceedings  |  2008  |  Genetic And Evolutionary Computation Conference

Complex networks and evolutionary games

M Kirley

Journal article  |  2008  |  Complexity International

A Pareto Following Variation Operator For Evolutionary Dynamic Multi-objective Optimization

AKM Khaled Ahsan Talukder, Michael Kirley

Conference Proceedings  |  2008  |  Proceedings of the 2008 IEEE Congress on Evolutionary Computation

Forecasting urban air pollution using HMM-fuzzy model

M Maruf Hossain, Md Rafiul Hassan, Michael Kirley

Conference Proceedings  |  2008  |  Advances in Knowledge Discovery and Data Mining (Lecture Notes in Computer Science)

An analysis of the effects of clustering in graph-based evolutionary algorithms

Cherhan Foo, Michael Kirley

Conference Proceedings  |  2008  |  Proceedings of the 2008 IEEE Congress on Evolutionary Computation

Heterogeneous Payoffs and Social Diversity in the Spatial Prisoner's Dilemma game

Golriz Rezaei, Michael Kirley

Conference Proceedings  |  2008  |  Simulated Evolution and Learning (Lecture Notes in Computer Science)

Phylogeny Inference Using a Multi-objective Evolutionary Algorithm with Indirect Representation

Md Rafiul Hassan, M Maruf Hossain, CK Karmakar, Michael Kirley

Conference Proceedings  |  2008  |  Simulated Evolution and Learning (Lecture Notes in Computer Science)

Multiobjective differential evolution for workflow execution on grids

AKMKA Talukder, M Kirley, R Buyya

Conference Proceedings  |  2007  |  Proceedings of the 5th international workshop on Middleware for grid computing

Multi-objective planning for workflow execution on Grids

J Yu, M Kirley, R Buyya

Conference Proceedings  |  2007  |  GRID 2007: 8th IEEE/ACM International Conference on Grid Computing Conference Proceedings

On performance metrics and particle swarm methods for dynamic multiobjective optimization problems

X Li, J Branke, M Kirley

Conference Proceedings  |  2007  |  2007 IEEE Congress on Evolutionary Computation

Performance measures and particle swarm methods for dynamic multi-objective optimization problems

X Li, J Branke, M Kirley

Conference Proceedings  |  2007  |  Proceedings of the 9th annual conference on Genetic and evolutionary computation - GECCO '07

Swarming with logic

RL Stewart, M Kirley

Conference Proceedings  |  2007  |  Proceedings of the 9th annual conference on Genetic and evolutionary computation - GECCO '07

A fusion model of HMM, ANN and GA for stock market forecasting

Md Rafiul Hassan, Baikunth Nath, Michael Kirley

Journal article  |  2007  |  Expert Systems with Applications

An agent-based approach to modelling pedestrian behaviour

N Ronald, L Sterling, M Kirley

Journal article  |  2007  |  International Journal of Simulation - Systems, Science and Technology

Speclad: An Online Collaborative Problem-Based Learning Environment

C JAYASUNDARA, S BALBO, R FARMER, M KIRLEY

Conference Proceedings  |  2007  |  AaeE 2007: Eighteenth Annual Conference of the Australasian Association for Engineering Education

Multiobjective evolutionary algorithms on complex networks

Michael Kirley, Robert Stewart

Conference Proceedings  |  2007  |  LNCS 4403: Evolutionary Multi-Criterion Optimization, 4th International Conference, EMO 2007

An Analysis of the Effects of Population Structure on Scalable Multiobjective Optimization Problems

Michael Kirley, Robert Stewart

Conference Proceedings  |  2007  |  GECCO 2007: Genetic and Evolutionary Computation Conference

Supporting casual tutors and demonstrators: A case study in computer science and software engineering

M Kirley

Conference Proceedings  |  2006  |  Proceedings of the 8th Australasian Computing Education Conference 2006

A data clustering algorithm based on single Hidden Markov Model

MR Hassan, B Nath, M Kirley

Conference Proceedings  |  2006  |  Proceedings of the International Multiconference on Computer Science and Information Technology 2006

moPGA: Towards a new generation of multi-objective genetic algorithms

H Soh, M Kirley

Conference Proceedings  |  2006  |  Proceedings of the IEEE Congress on Evolutionary Computation 2006

Evolutionary minority games with small-world interactions

Michael Kirley

Journal article  |  2006  |  Physica A - Statistical and Theoretical Physics

Diversity mechanisms in Pitt-style classifier systems

M KIRLEY, H Abbass, R Mckay

Book Chapter  |  2006

Predicting stock market time series using evolutionary artificial neural networks with Hurst exponent input windows

Somesh Selvaratnam, Michael Kirley

Conference Proceedings  |  2006  |  AI 2006: Advances in Artificial Intelligence

Dominance hierarchies and social diversity in multi-agent systems

Michael Kirley

Conference Proceedings  |  2006  |  Proceedings of the 8th Annual Conference on Genetic and Evolutionary Computation Conference 2006

HMM based fuzzy model for time series prediction

Md Rafiul Hassan, Baikunth Nath, Michael Kirley

Conference Proceedings  |  2006  |  Proceedings of the IEEE International Conference on Fuzzy Systems 2006

Evaluating JACK Sim for agent-based modelling of pedestrians

Nicole Ronald, Leon Sterling, Michael Kirley

Conference Proceedings  |  2006  |  Proceedings of the IEEE/WIC/ACM International Conference on Intelligent Agent Technology 2006

Pedestrian modelling: A comparative study using agent-based cellular automata

Nicole Ronald, Michael Kirley

Conference Proceedings  |  2006  |  Proceedings of the 6th International Conference on Computational Science

Evolutionary minority games with small-world interactions

M Kirley

Conference Proceedings  |  2005  |  Proceedings of the 8th Asia Pacific Symposium on Intelligent and Evolutionary Systems 2004

A conceptual framework for specifying and developing pedestrian models

Nicole Ronald, Leon Sterling, Michael Kirley

Conference Proceedings  |  2005  |  Proceedings of MODSIM 2005 International Congress on Modelling and Simulation

Mining classification rules using evolutionary multi-objective algorithms

KK Kshetrapalapuram, M Kirley

Conference Proceedings  |  2005  |  Knowledge-Based Intelligent Information and Engineering Systems

Competition, cooperation and collective behaviour: resource utilization in non-stationary environments

M Kirley

Conference Proceedings  |  2005  |  The Proceedings of the IEEE/WIC/ACM International Conference on Intelligent Agent Technology

Agent heterogeneity and coalition formation: Investigating market-based cooperative problem solving

D Cornforth, M Kirley, T Bossomaier

Conference Proceedings  |  2004  |  Proceedings of the Third International Joint Conference on Autonomous Agents & Multi Agent Systems

Cooperative problem solving using an agent-based market

D Cornforth, M Kirley

Conference Proceedings  |  2004  |  Genetic and Evolutionary Computation - GECCO 2004

Complex Networks and Evolutionary Games

MG KIRLEY

Conference Proceedings  |  2004  |  Proceedings of the 7th Asia-Pacific Complex Systems Conference

A cellular genetic algorithm with disturbances: Optimisation using dynamic spatial interactions

M Kirley

Journal article  |  2002  |  Journal of Heuristics

Do Artificial Ants March in Step? Ordered Asynchronous Processes and Modularity in Biological Systems

undefined Cornforth, undefined Green, undefined Newth, M KIRLEY

Conference Proceedings  |  2002  |  Artificial Life VIII: Proceedings of the Eighth International Conference.

The effects of varying population density in a fine-grained parallel genetic algorithm

X Li, M Kirley

Conference Proceedings  |  2002  |  Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat. No.02TH8600)

MEA: A metapopulation evolutionary algorithm for multi-objective optimisation problems

M Kirley

Conference Proceedings  |  2001  |  Proceedings of the IEEE Conference on Evolutionary Computation, ICEC

Distributed data warehouses - The role of adaptive information agents

NT Clapham, DG Green, M Kirley

Conference Proceedings  |  2000  |  IECON Proceedings (Industrial Electronics Conference)

An investigation of the use of local search in N P-hard problems

D Newth, M Kirley, DG Green

Conference Proceedings  |  2000  |  IECON Proceedings (Industrial Electronics Conference)

An investigation of the use of local search in NP-hard problems

D Newth, M Kirley, DG Green

Conference Proceedings  |  2000  |  2000 26th Annual Conference of the IEEE Industrial Electronics Society. IECON 2000. 2000 IEEE International Conference on Industrial Electronics, Control and Instrumentation. 21st Century Technologies and Industrial Opportunities (Cat. No.00CH37141)

Distributed data warehouses - The role of adaptive information agents

NT Clapham, DG Green, M Kirley

Conference Proceedings  |  2000  |  2000 26th Annual Conference of the IEEE Industrial Electronics Society. IECON 2000. 2000 IEEE International Conference on Industrial Electronics, Control and Instrumentation. 21st Century Technologies and Industrial Opportunities (Cat. No.00CH37141)

Coevolutionary genetic algorithm for job shop scheduling problems

M Kirley

Journal article  |  1999  |  International Conference on Knowledge-Based Intelligent Electronic Systems, Proceedings, KES

Investigation of a cellular genetic algorithm that mimics landscape ecology

M Kirley, X Li, DG Green

Conference Proceedings  |  1999  |  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Conceptualizing the evolution of Tmor-Da

Yee Kee Ku, Michael Kirley, Justyna Karakiewicz, Yi Mo Jiang

Conference Proceedings  |  Blucher Design Proceedings