Julian Francis Miller

Publication Activity (10 Years)

Years Active: 2003-2021
Publications (10 Years): 7

Top Topics

Genetic Programming

Practical Issues

Function Optimization

Top Venues

Genet. Program. Evolvable Mach.

GECCO (Companion)

Publications

Julian Francis Miller
Designing Multiple ANNs with Evolutionary Development: Activity Dependence. GPTP (2021)
Julian Francis Miller
Evolving developmental neural networks to solve multiple problems. ALIFE (2020)
Julian Francis Miller
Cartesian genetic programming: its status and future. Genet. Program. Evolvable Mach. 21 (1-2) (2020)
Julian Francis Miller
The alchemy of computation: designing with the unknown. Nat. Comput. 18 (3) (2019)
Andrew James Turner, Julian Francis Miller
Recurrent Cartesian Genetic Programming of Artificial Neural Networks. Genet. Program. Evolvable Mach. 18 (2) (2017)
Carola Doerr, Nicolas Bredèche, Enrique Alba, Thomas Bartz-Beielstein, Dimo Brockhoff, Benjamin Doerr, Gusz Eiben, Michael G. Epitropakis, Carlos M. Fonseca, Andreia P. Guerreiro, Evert Haasdijk, Jacqueline Heinerman, Julien Hubert, Per Kristian Lehre, Luigi Malagò, Juan Julián Merelo Guervós, Julian Francis Miller, Boris Naujoks, Pietro S. Oliveto, Stjepan Picek, Nelishia Pillay, Mike Preuss, Patricia Ryser-Welch, Giovanni Squillero, Jörg Stork, Dirk Sudholt, Alberto Paolo Tonda, L. Darrell Whitley, Martin Zaefferer
Tutorials at PPSN 2016. PPSN (2016)
Matthew Dale, Susan Stepney, Julian Francis Miller, Martin Trefzer
Reservoir computing in materio: An evaluation of configuration through evolution. SSCI (2016)
Julian Francis Miller, Hajo Broersma
Computational Matter: Evolving Computational Solutions in Materials. GECCO (Companion) (2015)
Andrew James Turner, Julian Francis Miller
Introducing a cross platform open source Cartesian Genetic Programming library. Genet. Program. Evolvable Mach. 16 (1) (2015)
Andrew James Turner, Julian Francis Miller
Recurrent Cartesian Genetic Programming Applied to Series Forecasting. GECCO (Companion) (2015)
Julian Francis Miller, Andrew James Turner
Cartesian Genetic Programming. GECCO (Companion) (2015)
Andrew James Turner, Julian Francis Miller
Neutral genetic drift: an investigation using Cartesian Genetic Programming. Genet. Program. Evolvable Mach. 16 (4) (2015)
Maktuba Mohid, Julian Francis Miller, Simon L. Harding, Gunnar Tufte, Odd Rune Lykkebø, Mark K. Massey, Michael C. Petty
Evolution-In-Materio: Solving Machine Learning Classification Problems Using Materials. PPSN (2014)
Maktuba Mohid, Julian Francis Miller, Simon L. Harding, Gunnar Tufte, Odd Rune Lykkebø, Mark Kieran Massey, Michael C. Petty
Evolution-in-materio: A frequency classifier using materials. ICES (2014)
Andrew James Turner, Julian Francis Miller
NeuroEvolution: Evolving Heterogeneous Artificial Neural Networks. Evol. Intell. 7 (3) (2014)
Kester Dean Clegg, Julian Francis Miller, Mark Kieran Massey, Michael C. Petty
Practical issues for configuring carbon nanotube composite materials for computation. ICES (2014)
Maktuba Mohid, Julian Francis Miller, Simon L. Harding, Gunnar Tufte, Odd Rune Lykkebø, Mark K. Massey, Michael C. Petty
Evolution-in-materio: Solving function optimization problems using materials. UKCI (2014)
Kester Dean Clegg, Julian Francis Miller, Mark Kieran Massey, Mike Petty
Travelling Salesman Problem Solved 'in materio' by Evolved Carbon Nanotube Device. PPSN (2014)
Andrew James Turner, Julian Francis Miller
Cartesian Genetic Programming: Why No Bloat? EuroGP (2014)
Andrew James Turner, Julian Francis Miller
Recurrent Cartesian Genetic Programming. PPSN (2014)
Gul Muhammad Khan, Julian Francis Miller
In search of intelligence: evolving a developmental neuron capable of learning. Connect. Sci. 26 (4) (2014)
Maktuba Mohid, Julian Francis Miller, Simon L. Harding, Gunnar Tufte, Odd Rune Lykkebø, Mark Kieran Massey, Michael C. Petty
Evolution-in-materio: Solving bin packing problems using materials. ICES (2014)
Andrew James Turner, Julian Francis Miller
Cartesian genetic programming encoded artificial neural networks: a comparison using three benchmarks. GECCO (2013)
Andrew James Turner, Julian Francis Miller
The Importance of Topology Evolution in NeuroEvolution: A Case Study Using Cartesian Genetic Programming of Artificial Neural Networks. SGAI Conf. (2013)
Arbab Masood Ahmad, Gul Muhammad Khan, Sahibzada Ali Mahmud, Julian Francis Miller
Breast cancer detection using cartesian genetic programming evolved artificial neural networks. GECCO (2012)
Julian Francis Miller, Simon Harding
GECCO 2012 tutorial: cartesian genetic programming. GECCO (Companion) (2012)
Tüze Kuyucu, Martin Trefzer, Julian Francis Miller, Andy M. Tyrrell
An Investigation of the Importance of Mechanisms and Parameters in a Multicellular Developmental System. IEEE Trans. Evol. Comput. 15 (3) (2011)
Gul Muhammad Khan, Julian Francis Miller
Learning Games using a Single Developmental Neuron. ALIFE (2010)
Gul Muhammad Khan, Julian Francis Miller
Solving Mazes using an Artificial Developmental Neuron. ALIFE (2010)
Julian Francis Miller, Simon L. Harding
Cartesian genetic programming. GECCO (Companion) (2010)
Maryam Mahsal Khan, Gul Muhammad Khan, Julian Francis Miller
Evolution of Optimal ANNs for Non-Linear Control Problems using Cartesian Genetic Programming. IC-AI (2010)
Tüze Kuyucu, Martin Trefzer, Julian Francis Miller, Andy M. Tyrrell
Task decomposition and evolvability in intrinsic evolvable hardware. IEEE Congress on Evolutionary Computation (2009)
Gul Muhammad Khan, Julian Francis Miller, David M. Halliday
In search of intelligent genes: The cartesian genetic programming computational neuron (CGPCN). IEEE Congress on Evolutionary Computation (2009)
Song Zhan, Julian Francis Miller, Andy M. Tyrrell
Obtaining system robustness by mimicking natural mechanisms. IEEE Congress on Evolutionary Computation (2009)
Simon Harding, Julian Francis Miller, Wolfgang Banzhaf
Evolution, development and learning using self-modifying cartesian genetic programming. GECCO (2009)
Martin Trefzer, Tüze Kuyucu, Julian Francis Miller, Andy M. Tyrrell
A model for intrinsic artificial development featuring structural feedback and emergent growth. IEEE Congress on Evolutionary Computation (2009)
James Alfred Walker, Katharina Völk, Stephen L. Smith, Julian Francis Miller
Parallel evolution using multi-chromosome cartesian genetic programming. Genet. Program. Evolvable Mach. 10 (4) (2009)
Simon Harding, Julian Francis Miller, Wolfgang Banzhaf
Self modifying Cartesian Genetic Programming: Parity. IEEE Congress on Evolutionary Computation (2009)
Simon Harding, Julian Francis Miller, Wolfgang Banzhaf
Self Modifying Cartesian Genetic Programming: Fibonacci, Squares, Regression and Summing. EuroGP (2009)
Julian Francis Miller, Simon L. Harding
Cartesian genetic programming. GECCO (Companion) (2009)
Julian Francis Miller, Simon Harding
Cartesian genetic programming. GECCO (Companion) (2008)
Yoshikazu Hirayama, Tim Clarke, Julian Francis Miller
Fault tolerant control using Cartesian genetic programming. GECCO (2008)
Gul Muhammad Khan, Julian Francis Miller, David M. Halliday
Breaking the Synaptic Dogma: Evolving a Neuro-inspired Developmental Network. SEAL (2008)
Song Zhan, Julian Francis Miller, Andy M. Tyrrell
A Developmental Gene Regulation Network for Constructing Electronic Circuits. ICES (2008)
Gul Muhammad Khan, Julian Francis Miller, David M. Halliday
Coevolution of Neuro-developmental Programs That Play Checkers. ICES (2008)
Martin Trefzer, Tüze Kuyucu, Andrew J. Greensted, Julian Francis Miller, Andy M. Tyrrell
The Input Pattern Order Problem: Evolution of Combinatorial and Sequential Circuits in Hardware. ICES (2008)
Gul Muhammad Khan, Julian Francis Miller, David M. Halliday
Developing neural structure of two agents that play checkers using cartesian genetic programming. GECCO (Companion) (2008)
Song Zhan, Julian Francis Miller, Andrew M. Tyrrell
An evolutionary system using development and artificial Genetic Regulatory Networks. IEEE Congress on Evolutionary Computation (2008)
Tüze Kuyucu, Martin Trefzer, Andrew J. Greensted, Julian Francis Miller, Andy M. Tyrrell
Fitness functions for the unconstrained evolution of digital circuits. IEEE Congress on Evolutionary Computation (2008)
James Alfred Walker, Julian Francis Miller
The Automatic Acquisition, Evolution and Reuse of Modules in Cartesian Genetic Programming. IEEE Trans. Evol. Comput. 12 (4) (2008)
Gul Muhammad Khan, Julian Francis Miller, David M. Halliday
Coevolution of intelligent agents using cartesian genetic programming. GECCO (2007)
James Alfred Walker, Julian Francis Miller
Predicting Prime Numbers Using Cartesian Genetic Programming. EuroGP (2007)
Simon Harding, Julian Francis Miller, Wolfgang Banzhaf
Self-modifying cartesian genetic programming. GECCO (2007)
Janet Clegg, James Alfred Walker, Julian Francis Miller
A new crossover technique for Cartesian genetic programming. GECCO (2007)
James Alfred Walker, Julian Francis Miller
Solving real-valued optimisation problems using cartesian genetic programming. GECCO (2007)
Simon Harding, Julian Francis Miller
Evolution In Materio: Evolving Logic Gates in Liquid Crystal. Int. J. Unconv. Comput. 3 (4) (2007)
James Alfred Walker, Julian Francis Miller
Changing the Genospace: Solving GA Problems with Cartesian Genetic Programming. EuroGP (2007)
James Alfred Walker, Julian Francis Miller
Embedded cartesian genetic programming and the lawnmower and hierarchical-if-and-only-if problems. GECCO (2006)
Tina Yu, Julian Francis Miller
Through the Interaction of Neutral and Adaptive Mutations, Evolutionary Search Finds a Way. Artif. Life 12 (4) (2006)
James Alfred Walker, Julian Francis Miller, Rachel Cavill
A multi-chromosome approach to standard and embedded cartesian genetic programming. GECCO (2006)
James Alfred Walker, Julian Francis Miller
Investigating the performance of module acquisition in cartesian genetic programming. GECCO (2005)
James Alfred Walker, Julian Francis Miller
Improving the Evolvability of Digital Multipliers Using Embedded Cartesian Genetic Programming and Product Reduction. ICES (2005)
Julian Francis Miller
Evolving a Self-Repairing, Self-Regulating, French Flag Organism. GECCO (1) (2004)
James Alfred Walker, Julian Francis Miller
Evolution and Acquisition of Modules in Cartesian Genetic Programming. EuroGP (2004)
Davide Anguita, Iluminada Baturone, Julian Francis Miller
Special issue on hardware implementations of soft computing techniques. Appl. Soft Comput. 4 (3) (2004)
Simon Harding, Julian Francis Miller
Evolution in Materio: Initial Experiments with Liquid Crystal. Evolvable Hardware (2004)
Joseph A. Rothermich, Fang Wang, Julian Francis Miller
Adaptivity in cell based optimization for information ecosystems. IEEE Congress on Evolutionary Computation (2003)