Julian Francis Miller

According to our database, Julian Francis Miller authored at least 177 papers between 1995 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2021

Reservoir Computing in Material Substrates.

Matthew Dale, Julian F. Miller, Susan Stepney, Martin A. Trefzer

Proceedings of the Reservoir Computing, 2021

Designing Multiple ANNs with Evolutionary Development: Activity Dependence.

Julian Francis Miller

Proceedings of the Genetic Programming Theory and Practice XVIII [GPTP 2021]., 2021

2020

Cartesian genetic programming: its status and future.

Julian Francis Miller

Genet. Program. Evolvable Mach., 2020

Evolving developmental neural networks to solve multiple problems.

Julian Francis Miller

Proceedings of the 2020 Conference on Artificial Life, 2020

2019

The alchemy of computation: designing with the unknown.

Julian Francis Miller

Nat. Comput., 2019

2018

In Materio Computation Using Carbon Nanotubes.

Julian F. Miller, Simon J. Hickinbotham, Martyn Amos

Proceedings of the Computational Matter, 2018

Encoding and Representation of Information Processing in Irregular Computational Matter.

John S. McCaskill, Julian F. Miller, Susan Stepney, Peter R. Wills

Proceedings of the Computational Matter, 2018

A Substrate-Independent Framework to Characterise Reservoir Computers.

Matthew Dale, Julian F. Miller, Susan Stepney, Martin A. Trefzer

CoRR, 2018

Positional Cartesian Genetic Programming.

Dennis G. Wilson, Julian F. Miller, Sylvain Cussat-Blanc, Hervé Luga

CoRR, 2018

Workshops at PPSN 2018.

Robin C. Purshouse, Christine Zarges, Sylvain Cussat-Blanc, Michael G. Epitropakis, Marcus Gallagher, Thomas Jansen, Pascal Kerschke, Xiaodong Li, Fernando G. Lobo, Julian F. Miller, Pietro S. Oliveto, Mike Preuss, Giovanni Squillero, Alberto Paolo Tonda, Markus Wagner, Thomas Weise, Dennis Wilson, Borys Wróbel, Ales Zamuda

Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018

Tutorials at PPSN 2018.

Gisele Lobo Pappa, Michael T. M. Emmerich, Ana L. C. Bazzan, Will N. Browne, Kalyanmoy Deb, Carola Doerr, Marko Durasevic, Michael G. Epitropakis, Saemundur O. Haraldsson, Domagoj Jakobovic, Pascal Kerschke, Krzysztof Krawiec, Per Kristian Lehre, Xiaodong Li, Andrei Lissovoi, Pekka Malo, Luis Martí, Yi Mei, Juan Julián Merelo Guervós, Julian F. Miller, Alberto Moraglio, Antonio J. Nebro, Su Nguyen, Gabriela Ochoa, Pietro S. Oliveto, Stjepan Picek, Nelishia Pillay, Mike Preuss, Marc Schoenauer, Roman Senkerik, Ankur Sinha, Ofer M. Shir, Dirk Sudholt, L. Darrell Whitley, Mark Wineberg, John R. Woodward, Mengjie Zhang

Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018

Evolving Developmental Programs That Build Neural Networks for Solving Multiple Problems.

Julian F. Miller, Dennis G. Wilson, Sylvain Cussat-Blanc

Proceedings of the Genetic Programming Theory and Practice XVI, 2018

Evolving simple programs for playing atari games.

Dennis G. Wilson, Sylvain Cussat-Blanc, Hervé Luga, Julian F. Miller

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

2017

Recurrent Cartesian Genetic Programming of Artificial Neural Networks.

Andrew James Turner, Julian Francis Miller

Genet. Program. Evolvable Mach., 2017

Reservoir computing in materio: A computational framework for in materio computing.

Matthew Dale, Susan Stepney, Julian F. Miller, Martin Trefzer

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

A developmental artificial neural network model for solving multiple problems.

Julian F. Miller, Dennis G. Wilson

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Amplitude-oriented mixed-type CGP classification.

Karlo Knezevic, Stjepan Picek, Julian F. Miller

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

2016

Evolution-in-materio: solving computational problems using carbon nanotube-polymer composites.

Maktuba Mohid, Julian F. Miller, Simon L. Harding, Gunnar Tufte, Mark K. Massey, Michael C. Petty

Soft Comput., 2016

Evolutionary Algorithms for Boolean Functions in Diverse Domains of Cryptography.

Stjepan Picek, Claude Carlet, Sylvain Guilley, Julian F. Miller, Domagoj Jakobovic

Evol. Comput., 2016

Cryptographic Boolean functions: One output, many design criteria.

Stjepan Picek, Domagoj Jakobovic, Julian F. Miller, Lejla Batina, Marko Cupic

Appl. Soft Comput., 2016

Evolving Carbon Nanotube Reservoir Computers.

Matthew Dale, Julian F. Miller, Susan Stepney, Martin A. Trefzer

Proceedings of the Unconventional Computation and Natural Computation, 2016

Reservoir computing in materio: An evaluation of configuration through evolution.

Matthew Dale, Susan Stepney, Julian Francis Miller, Martin Trefzer

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Tutorials at PPSN 2016.

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

Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016

Iterative Cartesian Genetic Programming: Creating General Algorithms for Solving Travelling Salesman Problems.

Patricia Ryser-Welch, Julian F. Miller, Jerry Swan, Martin A. Trefzer

Proceedings of the Genetic Programming - 19th European Conference, 2016

2015

Evolving Solutions to Computational Problems Using Carbon Nanotubes.

Maktuba Mohid, Julian F. Miller

Int. J. Unconv. Comput., 2015

Neutral genetic drift: an investigation using Cartesian Genetic Programming.

Andrew James Turner, Julian Francis Miller

Genet. Program. Evolvable Mach., 2015

Introducing a cross platform open source Cartesian Genetic Programming library.

Andrew James Turner, Julian Francis Miller

Genet. Program. Evolvable Mach., 2015

Evolutionary Approach for Finding Correlation Immune Boolean Functions of Order t with Minimal Hamming Weight.

Stjepan Picek, Sylvain Guilley, Claude Carlet, Domagoj Jakobovic, Julian F. Miller

Proceedings of the Theory and Practice of Natural Computing, 2015

Recurrent Cartesian Genetic Programming Applied to Series Forecasting.

Andrew James Turner, Julian Francis Miller

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Evolutionary Cross-Domain Hyper-Heuristics.

Patricia Ryser-Welch, Julian F. Miller, Shahriar Asta

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Generating Human-readable Algorithms for the Travelling Salesman Problem using Hyper-Heuristics.

Patricia Ryser-Welch, Julian F. Miller, Shahriar Asta

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Cartesian Genetic Programming Approach for Generating Substitution Boxes of Different Sizes.

Stjepan Picek, Julian F. Miller, Domagoj Jakobovic, Lejla Batina

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Correlation Immunity of Boolean Functions: An Evolutionary Algorithms Perspective.

Stjepan Picek, Claude Carlet, Domagoj Jakobovic, Julian F. Miller, Lejla Batina

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Cartesian Genetic Programming.

Julian Francis Miller, Andrew James Turner

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Computational Matter: Evolving Computational Solutions in Materials.

Julian Francis Miller, Hajo Broersma

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Evolutionary Methods for the Construction of Cryptographic Boolean Functions.

Stjepan Picek, Domagoj Jakobovic, Julian F. Miller, Elena Marchiori, Lejla Batina

Proceedings of the Genetic Programming - 18th European Conference, 2015

Evolving Robot Controllers Using Carbon Nanotubes.

Maktuba Mohid, Julian F. Miller

Proceedings of the Thirteenth European Conference Artificial Life, 2015

2014

Neuro-Centric and Holocentric Approaches to the Evolution of Developmental Neural Networks.

Julian F. Miller

Proceedings of the Growing Adaptive Machines, 2014

NeuroEvolution: Evolving Heterogeneous Artificial Neural Networks.

Andrew James Turner, Julian Francis Miller

Evol. Intell., 2014

Evolution-in-materio: evolving computation in materials.

Julian F. Miller, Simon L. Harding, Gunnar Tufte

Evol. Intell., 2014

In search of intelligence: evolving a developmental neuron capable of learning.

Gul Muhammad Khan, Julian Francis Miller

Connect. Sci., 2014

Evolution-in-materio: Solving function optimization problems using materials.

Maktuba Mohid, Julian Francis Miller, Simon L. Harding, Gunnar Tufte, Odd Rune Lykkebø, Mark K. Massey, Michael C. Petty

Proceedings of the 14th UK Workshop on Computational Intelligence, 2014

Mecobo: A Hardware and Software Platform for In Materio Evolution.

Odd Rune Lykkebø, Simon Harding, Gunnar Tufte, Julian F. Miller

Proceedings of the Unconventional Computation and Natural Computation, 2014

Plug-and-Play Hyper-heuristics: An Extended Formulation.

Patricia Ryser-Welch, Julian F. Miller

Proceedings of the Eighth IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2014

Recurrent Cartesian Genetic Programming.

Andrew James Turner, Julian Francis Miller

Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014

Evolution-In-Materio: Solving Machine Learning Classification Problems Using Materials.

Maktuba Mohid, Julian Francis Miller, Simon L. Harding, Gunnar Tufte, Odd Rune Lykkebø, Mark K. Massey, Michael C. Petty

Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014

Travelling Salesman Problem Solved 'in materio' by Evolved Carbon Nanotube Device.

Kester Dean Clegg, Julian Francis Miller, Mark Kieran Massey, Mike Petty

Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014

Evolution-in-materio: A frequency classifier using materials.

Maktuba Mohid, Julian Francis Miller, Simon L. Harding, Gunnar Tufte, Odd Rune Lykkebø, Mark Kieran Massey, Michael C. Petty

Proceedings of the 2014 IEEE International Conference on Evolvable Systems, 2014

Evolution-in-materio: Solving bin packing problems using materials.

Maktuba Mohid, Julian Francis Miller, Simon L. Harding, Gunnar Tufte, Odd Rune Lykkebø, Mark Kieran Massey, Michael C. Petty

Proceedings of the 2014 IEEE International Conference on Evolvable Systems, 2014

Practical issues for configuring carbon nanotube composite materials for computation.

Kester Dean Clegg, Julian Francis Miller, Mark Kieran Massey, Michael C. Petty

Proceedings of the 2014 IEEE International Conference on Evolvable Systems, 2014

Cartesian Genetic Programming: Why No Bloat?

Andrew James Turner, Julian Francis Miller

Proceedings of the Genetic Programming - 17th European Conference, 2014

2013

Cartesian Genetic Programming on the GPU.

Simon Harding, Julian F. Miller

Proceedings of the Massively Parallel Evolutionary Computation on GPGPUs, 2013

On the Advantages of Variable Length GRNs for the Evolution of Multicellular Developmental Systems.

Martin Trefzer, Tüze Kuyucu, Julian F. Miller, Andy M. Tyrrell

IEEE Trans. Evol. Comput., 2013

Fast learning neural networks using Cartesian genetic programming.

Maryam Mahsal Khan, Arbab Masood Ahmad, Gul Muhammad Khan, Julian F. Miller

Neurocomputing, 2013

The Importance of Topology Evolution in NeuroEvolution: A Case Study Using Cartesian Genetic Programming of Artificial Neural Networks.

Andrew James Turner, Julian Francis Miller

Proceedings of the Research and Development in Intelligent Systems XXX, 2013

Cartesian genetic programming encoded artificial neural networks: a comparison using three benchmarks.

Andrew James Turner, Julian Francis Miller

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Function optimization using cartesian genetic programming.

Julian F. Miller, Maktuba Mohid

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

GECCO 2013 tutorial: cartesian genetic programming.

Julian F. Miller

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Semantic Bias in Program Coevolution.

Tom Seaton, Julian F. Miller, Tim Clarke

Proceedings of the Genetic Programming - 16th European Conference, 2013

2012

Nascence Project: Nanoscale Engineering for Novel Computation Using Evolution.

Hajo Broersma, Faustino J. Gomez, Julian F. Miller, Mike Petty, Gunnar Tufte

Int. J. Unconv. Comput., 2012

Gardening Cyber-Physical Systems.

Susan Stepney, Ada Diaconescu, René Doursat, Jean-Louis Giavitto, Taras Kowaliw, Ottoline Leyser, Bruce J. MacLennan, Olivier Michel, Julian F. Miller, Igor Nikolic, Antoine Spicher, Christof Teuscher, Gunnar Tufte, Francisco J. Vico, Lidia Yamamoto

Proceedings of the Unconventional Computation and Natural Computation, 2012

GECCO 2012 tutorial: cartesian genetic programming.

Julian Francis Miller, Simon Harding

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Breast cancer detection using cartesian genetic programming evolved artificial neural networks.

Arbab Masood Ahmad, Gul Muhammad Khan, Sahibzada Ali Mahmud, Julian Francis Miller

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

An Ecological Approach to Measuring Locality in Linear Genotype to Phenotype Maps.

Tom Seaton, Julian F. Miller, Tim Clarke

Proceedings of the Genetic Programming - 15th European Conference, 2012

2011

Problem Decomposition in Cartesian Genetic Programming.

James Alfred Walker, Julian F. Miller, Paul Kaufmann, Marco Platzner

Proceedings of the Cartesian Genetic Programming, 2011

Medical Applications of Cartesian Genetic Programming.

Stephen L. Smith, James Alfred Walker, Julian F. Miller

Proceedings of the Cartesian Genetic Programming, 2011

Cartesian Genetic Programming.

Julian F. Miller

Proceedings of the Cartesian Genetic Programming, 2011

Introduction to Evolutionary Computation and Genetic Programming.

Julian F. Miller

Proceedings of the Cartesian Genetic Programming, 2011

The CGP Developmental Network.

Gul Muhammad Khan, Julian F. Miller

Proceedings of the Cartesian Genetic Programming, 2011

Self-Modifying Cartesian Genetic Programming.

Simon L. Harding, Julian F. Miller, Wolfgang Banzhaf

Proceedings of the Cartesian Genetic Programming, 2011

An Investigation of the Importance of Mechanisms and Parameters in a Multicellular Developmental System.

Tüze Kuyucu, Martin Trefzer, Julian Francis Miller, Andy M. Tyrrell

IEEE Trans. Evol. Comput., 2011

Where is the brain inside the brain? - On why artificial neural networks should be developmental.

Julian F. Miller, Gul Muhammad Khan

Memetic Comput., 2011

Evolution of Cartesian Genetic Programs for Development of Learning Neural Architecture.

Gul Muhammad Khan, Julian F. Miller, David M. Halliday

Evol. Comput., 2011

Developmental Plasticity in Cartesian Genetic Programming based Neural Networks.

Maryam Mahsal Khan, Gul Muhammad Khan, Julian F. Miller

Proceedings of the ICINCO 2011 - Proceedings of the 8th International Conference on Informatics in Control, Automation and Robotics, Volume 1, Noordwijkerhout, The Netherlands, 28, 2011

GECCO 2011 tutorial: cartesian genetic programming.

Julian F. Miller, Simon L. Harding

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

SMCGP2: finding algorithms that approximate numerical constants using quaternions and complex numbers.

Simon Harding, Julian F. Miller, Wolfgang Banzhaf

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

SMCGP2: self modifying cartesian genetic programming in two dimensions.

Simon Harding, Julian F. Miller, Wolfgang Banzhaf

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

2010

Editorial to tenth anniversary issue on progress in genetic programming and evolvable machines.

Julian F. Miller, Riccardo Poli

Genet. Program. Evolvable Mach., 2010

Developments in Cartesian Genetic Programming: self-modifying CGP.

Simon Harding, Julian F. Miller, Wolfgang Banzhaf

Genet. Program. Evolvable Mach., 2010

Efficient representation of Recurrent Neural Networks for markovian/non-markovian non-linear control problems.

Maryam Mahsal Khan, Gul Muhammad Khan, Julian F. Miller

Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010

Evolution and Analysis of a Robot Controller Based on a Gene Regulatory Network.

Martin Trefzer, Tüze Kuyucu, Julian F. Miller, Andy M. Tyrrell

Proceedings of the Evolvable Systems: From Biology to Hardware, 2010

Introducing Flexibility in Digital Circuit Evolution: Exploiting Undefined Values in Binary Truth Tables.

Ricky D. Ledwith, Julian F. Miller

Proceedings of the Evolvable Systems: From Biology to Hardware, 2010

Evolution of Optimal ANNs for Non-Linear Control Problems using Cartesian Genetic Programming.

Maryam Mahsal Khan, Gul Muhammad Khan, Julian Francis Miller

Proceedings of the 2010 International Conference on Artificial Intelligence, 2010

Image compression of natural images using artificial gene regulatory networks.

Martin Trefzer, Tüze Kuyucu, Julian F. Miller, Andy M. Tyrrell

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Detection of microcalcifications in mammograms using multi-chromosome Cartesian genetic programming.

Julian F. Miller, Stephen L. Smith, Yuan Zhang

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Cartesian genetic programming.

Julian Francis Miller, Simon L. Harding

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Self modifying cartesian genetic programming: finding algorithms that calculate pi and e to arbitrary precision.

Simon Harding, Julian F. Miller, Wolfgang Banzhaf

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Analytic Solutions to Differential Equations under Graph-Based Genetic Programming.

Tom Seaton, Gavin Brown, Julian F. Miller

Proceedings of the Genetic Programming, 13th European Conference, 2010

Modular design from gene regulation in a cellular system.

Song Zhan, Julian F. Miller, Andy M. Tyrrell

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Evolution of neural networks using Cartesian Genetic Programming.

Maryam Mahsal Khan, Gul Muhammad Khan, Julian F. Miller

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Learning Games using a Single Developmental Neuron.

Gul Muhammad Khan, Julian Francis Miller

Proceedings of the Twelfth International Conference on the Synthesis and Simulation of Living Systems, 2010

Solving Mazes using an Artificial Developmental Neuron.

Gul Muhammad Khan, Julian Francis Miller

Proceedings of the Twelfth International Conference on the Synthesis and Simulation of Living Systems, 2010

RBN-World - The Hunt for a Rich AChem.

Adam Faulconbridge, Susan Stepney, Julian F. Miller, Leo S. D. Caves

Proceedings of the Twelfth International Conference on the Synthesis and Simulation of Living Systems, 2010

2009

Evolution in Materio.

Simon Harding, Julian Francis Miller

Proceedings of the Encyclopedia of Complexity and Systems Science, 2009

Parallel evolution using multi-chromosome cartesian genetic programming.

James Alfred Walker, Katharina Völk, Stephen L. Smith, Julian Francis Miller

Genet. Program. Evolvable Mach., 2009

An evolutionary system using development and artificial Genetic Regulatory Networks for electronic circuit design.

Song Zhan, Julian F. Miller, Andy M. Tyrrell

Biosyst., 2009

The input pattern order problem II: Evolution of multiple-output circuits in hardware.

Martin Trefzer, Tüze Kuyucu, Julian F. Miller, Andy M. Tyrrell

Proceedings of the 2009 IEEE Workshop on Evolvable and Adaptive Hardware, 2009

On the properties of artificial development and its use in evolvable hardware.

Tüze Kuyucu, Martin Trefzer, Julian F. Miller, Andrew M. Tyrrell

Proceedings of the 2009 IEEE Symposium on Artificial Life, 2009

Evolution of cartesian genetic programs capable of learning.

Gul Muhammad Khan, Julian F. Miller

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Evolution, development and learning using self-modifying cartesian genetic programming.

Simon Harding, Julian Francis Miller, Wolfgang Banzhaf

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Multiple Network CGP for the Classification of Mammograms.

Katharina Völk, Julian F. Miller, Stephen L. Smith

Proceedings of the Applications of Evolutionary Computing, 2009

Self Modifying Cartesian Genetic Programming: Fibonacci, Squares, Regression and Summing.

Simon Harding, Julian Francis Miller, Wolfgang Banzhaf

Proceedings of the Genetic Programming, 12th European Conference, 2009

RBN-World - A Sub-symbolic Artificial Chemistry.

Adam Faulconbridge, Susan Stepney, Julian F. Miller, Leo S. D. Caves

Proceedings of the Advances in Artificial Life. Darwin Meets von Neumann, 2009

Obtaining system robustness by mimicking natural mechanisms.

Song Zhan, Julian Francis Miller, Andy M. Tyrrell

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

A model for intrinsic artificial development featuring structural feedback and emergent growth.

Martin Trefzer, Tüze Kuyucu, Julian Francis Miller, Andy M. Tyrrell

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

Task decomposition and evolvability in intrinsic evolvable hardware.

Tüze Kuyucu, Martin Trefzer, Julian Francis Miller, Andy M. Tyrrell

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

In search of intelligent genes: The cartesian genetic programming computational neuron (CGPCN).

Gul Muhammad Khan, Julian Francis Miller, David M. Halliday

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

Self modifying Cartesian Genetic Programming: Parity.

Simon Harding, Julian Francis Miller, Wolfgang Banzhaf

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008

The Automatic Acquisition, Evolution and Reuse of Modules in Cartesian Genetic Programming.

James Alfred Walker, Julian Francis Miller

IEEE Trans. Evol. Comput., 2008

Evolution in Materio: Exploiting the Physics of Materials for Computation.

Simon L. Harding, Julian F. Miller, Edward A. Rietman

Int. J. Unconv. Comput., 2008

Breaking the Synaptic Dogma: Evolving a Neuro-inspired Developmental Network.

Gul Muhammad Khan, Julian Francis Miller, David M. Halliday

Proceedings of the Simulated Evolution and Learning, 7th International Conference, 2008

A Developmental Gene Regulation Network for Constructing Electronic Circuits.

Song Zhan, Julian Francis Miller, Andy M. Tyrrell

Proceedings of the Evolvable Systems: From Biology to Hardware, 2008

The Input Pattern Order Problem: Evolution of Combinatorial and Sequential Circuits in Hardware.

Martin Trefzer, Tüze Kuyucu, Andrew J. Greensted, Julian Francis Miller, Andy M. Tyrrell

Proceedings of the Evolvable Systems: From Biology to Hardware, 2008

Coevolution of Neuro-developmental Programs That Play Checkers.

Gul Muhammad Khan, Julian Francis Miller, David M. Halliday

Proceedings of the Evolvable Systems: From Biology to Hardware, 2008

Developing neural structure of two agents that play checkers using cartesian genetic programming.

Gul Muhammad Khan, Julian Francis Miller, David M. Halliday

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Fault tolerant control using Cartesian genetic programming.

Yoshikazu Hirayama, Tim Clarke, Julian Francis Miller

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

An evolutionary system using development and artificial Genetic Regulatory Networks.

Song Zhan, Julian Francis Miller, Andrew M. Tyrrell

Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Fitness functions for the unconstrained evolution of digital circuits.

Tüze Kuyucu, Martin Trefzer, Andrew J. Greensted, Julian Francis Miller, Andy M. Tyrrell

Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2007

Evolution In Materio: Evolving Logic Gates in Liquid Crystal.

Simon Harding, Julian Francis Miller

Int. J. Unconv. Comput., 2007

Solving real-valued optimisation problems using cartesian genetic programming.

James Alfred Walker, Julian Francis Miller

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

A developmental model of neural computation using cartesian genetic programming.

Gul Muhammad Khan, Julian F. Miller, David M. Halliday

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Coevolution of intelligent agents using cartesian genetic programming.

Gul Muhammad Khan, Julian Francis Miller, David M. Halliday

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Self-modifying cartesian genetic programming.

Simon Harding, Julian Francis Miller, Wolfgang Banzhaf

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

A new crossover technique for Cartesian genetic programming.

Janet Clegg, James Alfred Walker, Julian Francis Miller

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Changing the Genospace: Solving GA Problems with Cartesian Genetic Programming.

James Alfred Walker, Julian Francis Miller

Proceedings of the Genetic Programming, 10th European Conference, 2007

Predicting Prime Numbers Using Cartesian Genetic Programming.

James Alfred Walker, Julian Francis Miller

Proceedings of the Genetic Programming, 10th European Conference, 2007

2006

Redundancy and Computational Efficiency in Cartesian Genetic Programming.

Julian F. Miller, Stephen L. Smith

IEEE Trans. Evol. Comput., 2006

Through the Interaction of Neutral and Adaptive Mutations, Evolutionary Search Finds a Way.

Tina Yu, Julian Francis Miller

Artif. Life, 2006

A multi-chromosome approach to standard and embedded cartesian genetic programming.

James Alfred Walker, Julian Francis Miller, Rachel Cavill

Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Embedded cartesian genetic programming and the lawnmower and hierarchical-if-and-only-if problems.

James Alfred Walker, Julian Francis Miller

Proceedings of the Genetic and Evolutionary Computation Conference, 2006

2005

Improving the Evolvability of Digital Multipliers Using Embedded Cartesian Genetic Programming and Product Reduction.

James Alfred Walker, Julian Francis Miller

Proceedings of the Evolvable Systems: From Biology to Hardware, 2005

Evolution In Materio: Investigating the Stability of Robot Controllers Evolved in Liquid Crystal.

Simon Harding, Julian F. Miller

Proceedings of the Evolvable Systems: From Biology to Hardware, 2005

Investigating the performance of module acquisition in cartesian genetic programming.

James Alfred Walker, Julian Francis Miller

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

A Biological Development Model for the Design of Robust Multiplier.

Heng Liu, Julian F. Miller, Andrew M. Tyrrell

Proceedings of the Applications of Evolutionary Computing, 2005

Evolution of Robot Controller Using Cartesian Genetic Programming.

Simon Harding, Julian F. Miller

Proceedings of the Genetic Programming, 8th European Conference, 2005

Intrinsic Evolvable Hardware Implementation of a Robust Biological Development Model for Digital Systems.

Heng Liu, Julian F. Miller, Andy M. Tyrrell

Proceedings of the 2005 NASA / DoD Conference on Evolvable Hardware (EH 2005), 29 June, 2005

Evolution In Materio : A Real-Time Robot Controller in Liquid Crystal.

Simon Harding, Julian F. Miller

Proceedings of the 2005 NASA / DoD Conference on Evolvable Hardware (EH 2005), 29 June, 2005

2004

Special issue on hardware implementations of soft computing techniques.

Davide Anguita, Iluminada Baturone, Julian Francis Miller

Appl. Soft Comput., 2004

Evolving a Self-Repairing, Self-Regulating, French Flag Organism.

Julian Francis Miller

Proceedings of the Genetic and Evolutionary Computation, 2004

Evolution and Acquisition of Modules in Cartesian Genetic Programming.

James Alfred Walker, Julian Francis Miller

Proceedings of the Genetic Programming, 7th European Conference, 2004

Evolution in Materio: Initial Experiments with Liquid Crystal.

Simon Harding, Julian Francis Miller

Proceedings of the 6th NASA / DoD Workshop on Evolvable Hardware (EH 2004), 2004

Evolution in materio: a tone discriminator in liquid crystal.

Simon Harding, Julian F. Miller

Proceedings of the IEEE Congress on Evolutionary Computation, 2004

2003

A Developmental Method for Growing Graphs and Circuits.

Julian F. Miller, Peter Thomson

Proceedings of the Evolvable Systems: From Biology to Hardware, 2003

A Scalable Platform for Intrinsic Hardware and in materio Ev olution.

Simon Harding, Julian F. Miller

Proceedings of the 5th NASA / DoD Workshop on Evolvable Hardware (EH 2003), 2003

Evolving Developmental Programs for Adaptation, Morphogenesis, and Self-Repair.

Julian F. Miller

Proceedings of the Advances in Artificial Life, 7th European Conference, 2003

Adaptivity in cell based optimization for information ecosystems.

Joseph A. Rothermich, Fang Wang, Julian Francis Miller

Proceedings of the IEEE Congress on Evolutionary Computation, 2003

2002

The Role of Neutral and Adaptive Mutation in an Evolutionary Search on the OneMax Problem.

Tina Yu, Julian F. Miller

Proceedings of the Late Breaking papers at the Genetic and Evolutionary Computation Conference (GECCO-2002), 2002

Climbing Unimodal Landscapes With Neutrality: A Case Study Of The One-max Problem.

Tina Yu, Julian F. Miller

Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

Studying the Emergence of Multicellularity with Cartesian Genetic Programming in Artificial Life.

Joseph A. Rothermich, Julian F. Miller

Proceedings of the Late Breaking papers at the Genetic and Evolutionary Computation Conference (GECCO-2002), 2002

Evolving Fault Tolerance On An Unreliable Technology Platform.

Morten Hartmann, Frode Eskelund, Pauline C. Haddow, Julian F. Miller

Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

Finding Needles in Haystacks Is Not Hard with Neutrality.

Tina Yu, Julian F. Miller

Proceedings of the Genetic Programming, 5th European Conference, 2002

Evolution in materio: Looking Beyond the Silicon Box.

Julian F. Miller, Keith L. Downing

Proceedings of the 4th NASA / DoD Workshop on Evolvable Hardware (EH 2002), 2002

2001

Untidy Evolution: Evolving Messy Gates for Fault Tolerance.

Julian F. Miller, Morten Hartmann

Proceedings of the Evolvable Systems: From Biology to Hardware, 2001

Neutrality and the Evolvability of Boolean Function Landscape.

Tina Yu, Julian F. Miller

Proceedings of the Genetic Programming, 4th European Conference, 2001

Evolving Messy Gates For Fault Tolerance: Some Preliminary Findings.

Julian F. Miller, Morten Hartmann

Proceedings of the 3rd NASA / DoD Workshop on Evolvable Hardware (EH 2001), 2001

2000

Principles in the Evolutionary Design of Digital Circuits - Part II.

Julian F. Miller, Dominic Job, Vesselin K. Vassilev

Genet. Program. Evolvable Mach., 2000

Principles in the Evolutionary Design of Digital Circuits - Part I.

Julian F. Miller, Dominic Job, Vesselin K. Vassilev

Genet. Program. Evolvable Mach., 2000

Review: First NASA/DOD Workshop on Evolvable Hardware 1999.

Julian F. Miller

Genet. Program. Evolvable Mach., 2000

Information Characteristics and the Structure of Landscapes.

Vesselin K. Vassilev, Terence C. Fogarty, Julian F. Miller

Evol. Comput., 2000

The Advantages of Landscape Neutrality in Digital Circuit Evolution.

Vesselin K. Vassilev, Julian F. Miller

Proceedings of the Evolvable Systems: From Biology to Hardware, 2000

Embedding Landscape Neutrality to Build a Bridge from the Conventional to a More Efficient Three-bit Multiplier Circuit.

Vesselin K. Vassilev, Julian F. Miller

Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000

Cartesian Genetic Programming.

Julian F. Miller, Peter Thomson

Proceedings of the Genetic Programming, European Conference, 2000

Scalability Problems of Digital Circuit Evolution: Evolvability and Efficient Designs.

Vesselin K. Vassilev, Julian F. Miller

Proceedings of the 2nd NASA / DoD Workshop on Evolvable Hardware (EH 2000), 2000

Towards the Automatic Design of More Efficient Digital Circuits.

Vesselin K. Vassilev, Dominic Job, Julian F. Miller

Proceedings of the 2nd NASA / DoD Workshop on Evolvable Hardware (EH 2000), 2000

1999

Hybrid AI Techniques for Automated Software Reuse.

Dominic Job, V. Shankararaman, Julian F. Miller

Proceedings of the Challenges for Case-Based Reasoning, 1999

Evolution of Digital Filters Using a Gate Array Model.

Julian F. Miller

Proceedings of the Evolutionary Image Analysis, 1999

Co-Evolving Demes of Non-Uniform Cellular Automata for Synchronisation.

Vesselin K. Vassilev, Julian F. Miller, Terence C. Fogarty

Proceedings of the 1st NASA / DoD Workshop on Evolvable Hardware (EH '99), 1999

On the Nature of Two-Bit Multiplier Landscapes.

Vesselin K. Vassilev, Julian F. Miller, Terence C. Fogarty

Proceedings of the 1st NASA / DoD Workshop on Evolvable Hardware (EH '99), 1999

On the Filtering Properties of Evolved Gate Arrays.

Julian F. Miller

Proceedings of the 1st NASA / DoD Workshop on Evolvable Hardware (EH '99), 1999

Evolving More Efficient Digital Circuits by Allowing Circuit Layout Evolution and Multi-Objective Fitness.

Tatiana Kalganova, Julian F. Miller

Proceedings of the 1st NASA / DoD Workshop on Evolvable Hardware (EH '99), 1999

The Evolution of Computation in Co-evolving Demes of Non-uniform Cellular Automata for Global Synchronisation.

Vesselin K. Vassilev, Julian F. Miller, Terence C. Fogarty

Proceedings of the Advances in Artificial Life, 5th European Conference, 1999

Digital circuit evolution and fitness landscapes.

Vesselin K. Vassilev, Julian F. Miller, Terry C. Fogarty

Proceedings of the 1999 Congress on Evolutionary Computation, 1999

1998

Aspects of Digital Evolution: Evolvability and Architecture.

Julian F. Miller, Peter Thomson

Proceedings of the Parallel Problem Solving from Nature, 1998

Aspects of Digital Evolution: Geometry and Learning.

Julian F. Miller, Peter Thomson

Proceedings of the Evolvable Systems: From Biology to Hardware, 1998

Some Aspects of an Evolvable Hardware Approach for Multiple-Valued Combinational Circuit Design.

Tatiana Kalganova, Julian F. Miller, Terence C. Fogarty

Proceedings of the Evolvable Systems: From Biology to Hardware, 1998

1996

Restricted Evaluation Genetic Algorithms with Tabu Search for Optimising Boolean Functions as Multi-Level AND-EXOR Networks.

Julian F. Miller, Peter Thompson

Proceedings of the Evolutionary Computing, 1996

1995

Ternary Decision Diagram Optimisation of Reed-Muller Logic Functions using a Genetic Algorithm for Variable and Simplification Rule Ordering.

Julian F. Miller, Peter Thomson, P. V. G. Bradbeer

Proceedings of the Evolutionary Computing, 1995