Michael Kirley

Analyzing randomness effects on the reliability of exploratory landscape analysis

Mario Andres Munoz, Michael Kirley, Kate Smith-Miles

Journal article  |  2021  |  Natural Computing

Sampling Effects on Algorithm Selection for Continuous Black-Box Optimization

Mario Andres Munoz, Michael Kirley

Journal article  |  2021  |  Algorithms

In this paper, we investigate how systemic errors due to random sampling impact on automated algorithm selection for bound-constra..

Responsive Multi-population Models for the Dynamic Travelling Thief Problem

D Herring, M Kirley, X Yao

Conference Proceedings  |  2020  |  2020 IEEE Symposium Series on Computational Intelligence (SSCI)

Machine learning with incomplete datasets using multi-objective optimization models

Hadi A Khorshidi, Michael Kirley, Uwe Aickelin

Conference Proceedings  |  2020  |  Proceedings of the International Joint Conference on Neural Networks

Machine learning techniques have been developed to learn from complete data. When missing values exist in a dataset, the incomplet..

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..

Open source link to the GAMA v1.7 AbM model of Tmor-Da's evolution

Yimo Jiang, Yee Kee Ku, Michael Kirley

Software / Code  |  2019

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..