Accuracy-based neuro and neuro-fuzzy classifier systems
(1999)
Presentation / Conference
Bull, L., & O’Hara, T. (1999, June). Accuracy-based neuro and neuro-fuzzy classifier systems. Paper presented at Genetic and Evolutionary Computation Conference (GECCO-99)
All Outputs (275)
On evolving social systems: Communication, speciation and symbiogenesis (1999)
Journal Article
Bull, L. (1999). On evolving social systems: Communication, speciation and symbiogenesis. Computational and Mathematical Organization Theory, 5(3), 281-302. https://doi.org/10.1023/A%3A1009642524130
On model-based evolutionary computation (1999)
Journal Article
Bull, L. (1999). On model-based evolutionary computation. Soft Computing, 3(2), 76-82. https://doi.org/10.1007/s005000050055
On the Baldwin effect (1999)
Journal Article
Bull, L. (1999). On the Baldwin effect. Artificial Life, 5(3), 241-246. https://doi.org/10.1162/106454699568764In this article the effects of altering the rate and amount of learning on the Baldwin effect are examined. Using a version of the abstract tunable NK model, it is shown that the adaptation process is sensitive to the rate of learning, particularly a... Read More about On the Baldwin effect.
On the evolution of eukaryotes: Computational models of symbiogenesis and multicellularity (1999)
Journal Article
Bull, L. (1999). On the evolution of eukaryotes: Computational models of symbiogenesis and multicellularity. Lectures on Mathematics in the Life Sciences, 31-46
On the evolution of multicellularity and eusociality (1999)
Journal Article
Bull, L. (1999). On the evolution of multicellularity and eusociality. Artificial Life, 5(1), 1-15. https://doi.org/10.1162/106454699568656In this article versions of the abstract NKC model are used to examine the conditions under which two significant evolutionary phenomena - multicellularity and eusociality - are likely to occur and why. First, comparisons in evolutionary performance... Read More about On the evolution of multicellularity and eusociality.
Design of a traffic junction controller using classifier system and fuzzy logic (1999)
Journal Article
Cao, Y. J., Ireson, N., Bull, L., & Miles, R. (1999). Design of a traffic junction controller using classifier system and fuzzy logic. Lecture Notes in Artificial Intelligence, 1625, 342-353. https://doi.org/10.1007/3-540-48774-3_40© Springer-Verlag Berlin Heidelberg 1999. Traffic control in laige cities is a difficult and non-trivial optimization problem. Most of the automated urban traffic control systems aie based on deterministic algorithms and have a multi-level architectu... Read More about Design of a traffic junction controller using classifier system and fuzzy logic.
Co-evolving functions in genetic programming: Dynamic ADF creation using GLiB (1998)
Book Chapter
Ahluwalia, M., & Bull, L. (1998). Co-evolving functions in genetic programming: Dynamic ADF creation using GLiB. In W. V. Porto, N. Saravanan, D. E. Waagen, & A. Eiben (Eds.), Proceedings of the 7th International Conference on Evolutionary Programming VII (809-818). London: Springer-Verlag
Coevolutionary computation: an introduction (1998)
Journal Article
Bull, L. (1998). Coevolutionary computation: an introductionAgent technology is synonymous with advanced computer software and a growing body of work exists on the use of adaptive techniques within the agent paradigm (eg [Kozierok & Maes 1993]). The distributed and/or multi-faceted nature of complex problem d... Read More about Coevolutionary computation: an introduction.
Evolutionary computing in multi-agent environments: Operators (1998)
Conference Proceeding
Bull, L. (1998). Evolutionary computing in multi-agent environments: Operators. In V. W. Porto, N. Saravanan, D. Waagen, & A. E. Eiben (Eds.), In EP 1998: Evolutionary Programming VII. , (43-52). https://doi.org/10.1007/BFb0040758This paper examines a key aspect of applying evolutionary computing techniques to multi-agent systems: a comparison in the performance of the genetic operators of mutation and recombination. Using the tuneable NKC model of multi-agent evolution it is... Read More about Evolutionary computing in multi-agent environments: Operators.
On ZCS in multi-agent environments (1998)
Conference Proceeding
Bull, L. (1998). On ZCS in multi-agent environments. In A. Eiben, T. Bäck, M. Schoenauer, & H. Schwefel (Eds.), Parallel Problem Solving from Nature—PPSN V. , (471-480). https://doi.org/10.1007/BFb0056889This paper examines the performance of the ZCS Michigan-style classifier system in multi-agent environments. Using an abstract multi-agent model the effects of varying aspects of the performance, reinforcement and discovery components are examined. I... Read More about On ZCS in multi-agent environments.
A corporate classifier system (1998)
Conference Proceeding
Tomlinson, A., & Bull, L. (1998). A corporate classifier system. In A. E. Eiben, T. Bäck, M. Schoenauer, & H. Schwefel (Eds.), Parallel Problem Solving from Nature—PPSN V. , (550-559). https://doi.org/10.1007/BFb0056897Based on the proposals of Wilson and Goldberg we introduce a macro-level evolutionary operator which creates structural links between rules in the ZCS model and thus forms "corporations" of rules within the classifier system population. Rule co-depen... Read More about A corporate classifier system.
On the evolution of Eukaryotes (1997)
Presentation / Conference
Bull, L. (1997, October). On the evolution of Eukaryotes. Paper presented at Mathematical and computational biology: Computational morphogenesis, hierarchical complexity, and digital evolution: an international workshop, University of Aizu, Aizu-Wakamatsu City, Japan
Horizontal gene transfer in endosymbiosis (1997)
Book Chapter
Bull, L., & Fogarty, T. (1997). Horizontal gene transfer in endosymbiosis. In L. Bull (Ed.), Proceedings of the 5th International workshop on Artificial Life: Synthesis and simulation of living systems (77-84). Bradford book
Evolutionary computing in multi-agent environments: Eusociality (1997)
Presentation / Conference
Bull, L., & Holland, O. (1997, June). Evolutionary computing in multi-agent environments: Eusociality. Paper presented at Second Annual Conference on Genetic Programming
Evolutionary computing in multi-agent environments: Partners (1997)
Presentation / Conference
Bull, L. (1997, June). Evolutionary computing in multi-agent environments: Partners. Paper presented at Seventh International Conference on Genetic Algorithms
Model-based evolutionary computing: A neural network and genetic algorithm architecture (1997)
Presentation / Conference
Bull, L. (1997, April). Model-based evolutionary computing: A neural network and genetic algorithm architecture. Paper presented at Evolutionary Computation, 1997., IEEE International Conference on, Ashikaga Institute of Technology, Tochigi, Japan
On the evolution of multicellularity (1997)
Book Chapter
Bull, L. (1997). On the evolution of multicellularity. In P. Husbands, & I. Harvey (Eds.), Fourth European Conference on Artificial Life [ECAL '97] (190-196). London: Cambridge
Evolutionary computing in multi-agent environments: Speciation and symbiogenesis (1996)
Journal Article
Bull, L., Bull, L., & Fogarty, T. C. (1996). Evolutionary computing in multi-agent environments: Speciation and symbiogenesis. Lecture Notes in Artificial Intelligence, 1141, 12-21. https://doi.org/10.1007/3-540-61723-X_965© 1996, Springer-Verlag. All rights reserved. In this paper we introduce two macro-level operators to enhance the use of population-based evolutionary computing techniques in multiagent environments: speciation and symbiogenesis. We describe their us... Read More about Evolutionary computing in multi-agent environments: Speciation and symbiogenesis.
Evolutionary computing in cooperative multi-agent environments (1996)
Journal Article
Bull, L., & Fogarty, T. C. (1996). Evolutionary computing in cooperative multi-agent environments