Julian F. Miller

Publication Activity (10 Years)

Years Active: 1995-2018
Publications (10 Years): 15

Top Venues

GECCO (Companion)

CoRR

EuroGP

PPSN (2)

Publications

Dennis G. Wilson, Julian F. Miller, Sylvain Cussat-Blanc, Hervé Luga
Positional Cartesian Genetic Programming. CoRR (2018)
Matthew Dale, Julian F. Miller, Susan Stepney, Martin A. Trefzer
A Substrate-Independent Framework to Characterise Reservoir Computers. CoRR (2018)
Dennis G. Wilson, Sylvain Cussat-Blanc, Hervé Luga, Julian F. Miller
Evolving simple programs for playing atari games. GECCO (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
Tutorials at PPSN 2018. PPSN (2) (2018)
Dennis G. Wilson, Sylvain Cussat-Blanc, Hervé Luga, Julian F. Miller
Evolving simple programs for playing Atari games. CoRR (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
Workshops at PPSN 2018. PPSN (2) (2018)
Julian F. Miller, Dennis G. Wilson, Sylvain Cussat-Blanc
Evolving Developmental Programs That Build Neural Networks for Solving Multiple Problems. GPTP (2018)
Karlo Knezevic, Stjepan Picek, Julian F. Miller
Amplitude-oriented mixed-type CGP classification. GECCO (Companion) (2017)
Julian F. Miller, Dennis G. Wilson
A developmental artificial neural network model for solving multiple problems. GECCO (Companion) (2017)
Matthew Dale, Susan Stepney, Julian F. Miller, Martin Trefzer
Reservoir computing in materio: A computational framework for in materio computing. IJCNN (2017)
Patricia Ryser-Welch, Julian F. Miller, Jerry Swan, Martin A. Trefzer
Iterative Cartesian Genetic Programming: Creating General Algorithms for Solving Travelling Salesman Problems. EuroGP (2016)
Stjepan Picek, Domagoj Jakobovic, Julian F. Miller, Lejla Batina, Marko Cupic
Cryptographic Boolean functions: One output, many design criteria. Appl. Soft Comput. 40 (2016)
Matthew Dale, Julian F. Miller, Susan Stepney, Martin A. Trefzer
Evolving Carbon Nanotube Reservoir Computers. UCNC (2016)
Maktuba Mohid, Julian F. Miller, Simon L. Harding, Gunnar Tufte, Mark K. Massey, Michael C. Petty
Evolution-in-materio: solving computational problems using carbon nanotube-polymer composites. Soft Comput. 20 (8) (2016)
Stjepan Picek, Claude Carlet, Sylvain Guilley, Julian F. Miller, Domagoj Jakobovic
Evolutionary Algorithms for Boolean Functions in Diverse Domains of Cryptography. Evol. Comput. 24 (4) (2016)
Patricia Ryser-Welch, Julian F. Miller, Shahriar Asta
Generating Human-readable Algorithms for the Travelling Salesman Problem using Hyper-Heuristics. GECCO (Companion) (2015)
Patricia Ryser-Welch, Julian F. Miller, Shahriar Asta
Evolutionary Cross-Domain Hyper-Heuristics. GECCO (Companion) (2015)
Maktuba Mohid, Julian F. Miller
Evolving Solutions to Computational Problems Using Carbon Nanotubes. Int. J. Unconv. Comput. 11 (3-4) (2015)
Stjepan Picek, Sylvain Guilley, Claude Carlet, Domagoj Jakobovic, Julian F. Miller
Evolutionary Approach for Finding Correlation Immune Boolean Functions of Order t with Minimal Hamming Weight. TPNC (2015)
Maktuba Mohid, Julian F. Miller
Evolving Robot Controllers Using Carbon Nanotubes. ECAL (2015)
Stjepan Picek, Domagoj Jakobovic, Julian F. Miller, Elena Marchiori, Lejla Batina
Evolutionary Methods for the Construction of Cryptographic Boolean Functions. EuroGP (2015)
Stjepan Picek, Claude Carlet, Domagoj Jakobovic, Julian F. Miller, Lejla Batina
Correlation Immunity of Boolean Functions: An Evolutionary Algorithms Perspective. GECCO (2015)
Stjepan Picek, Julian F. Miller, Domagoj Jakobovic, Lejla Batina
Cartesian Genetic Programming Approach for Generating Substitution Boxes of Different Sizes. GECCO (Companion) (2015)
Patricia Ryser-Welch, Julian F. Miller
Plug-and-Play Hyper-heuristics: An Extended Formulation. SASO (2014)
Odd Rune Lykkebø, Simon Harding, Gunnar Tufte, Julian F. Miller
Mecobo: A Hardware and Software Platform for In Materio Evolution. UCNC (2014)
Julian F. Miller, Simon L. Harding, Gunnar Tufte
Evolution-in-materio: evolving computation in materials. Evol. Intell. 7 (1) (2014)
Maryam Mahsal Khan, Arbab Masood Ahmad, Gul Muhammad Khan, Julian F. Miller
Fast learning neural networks using Cartesian genetic programming. Neurocomputing 121 (2013)
Martin Trefzer, Tüze Kuyucu, Julian F. Miller, Andy M. Tyrrell
On the Advantages of Variable Length GRNs for the Evolution of Multicellular Developmental Systems. IEEE Trans. Evol. Comput. 17 (1) (2013)
Julian F. Miller, Maktuba Mohid
Function optimization using cartesian genetic programming. GECCO (Companion) (2013)
Tom Seaton, Julian F. Miller, Tim Clarke
Semantic Bias in Program Coevolution. EuroGP (2013)
Julian F. Miller
GECCO 2013 tutorial: cartesian genetic programming. GECCO (Companion) (2013)
Tom Seaton, Julian F. Miller, Tim Clarke
An Ecological Approach to Measuring Locality in Linear Genotype to Phenotype Maps. EuroGP (2012)
Hajo Broersma, Faustino J. Gomez, Julian F. Miller, Mike Petty, Gunnar Tufte
Nascence Project: Nanoscale Engineering for Novel Computation Using Evolution. Int. J. Unconv. Comput. 8 (4) (2012)
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
Gardening Cyber-Physical Systems. UCNC (2012)
Gul Muhammad Khan, Julian F. Miller, David M. Halliday
Evolution of Cartesian Genetic Programs for Development of Learning Neural Architecture. Evol. Comput. 19 (3) (2011)
Maryam Mahsal Khan, Gul Muhammad Khan, Julian F. Miller
Developmental Plasticity in Cartesian Genetic Programming based Neural Networks. ICINCO (1) (2011)
Simon Harding, Julian F. Miller, Wolfgang Banzhaf
SMCGP2: self modifying cartesian genetic programming in two dimensions. GECCO (2011)
Simon Harding, Julian F. Miller, Wolfgang Banzhaf
SMCGP2: finding algorithms that approximate numerical constants using quaternions and complex numbers. GECCO (Companion) (2011)
Julian F. Miller, Simon L. Harding
GECCO 2011 tutorial: cartesian genetic programming. GECCO (Companion) (2011)
Julian F. Miller, Gul Muhammad Khan
Where is the brain inside the brain? - On why artificial neural networks should be developmental. Memetic Comput. 3 (3) (2011)
Song Zhan, Julian F. Miller, Andy M. Tyrrell
Modular design from gene regulation in a cellular system. IEEE Congress on Evolutionary Computation (2010)
Martin Trefzer, Tüze Kuyucu, Julian F. Miller, Andy M. Tyrrell
Evolution and Analysis of a Robot Controller Based on a Gene Regulatory Network. ICES (2010)
Tom Seaton, Gavin Brown, Julian F. Miller
Analytic Solutions to Differential Equations under Graph-Based Genetic Programming. EuroGP (2010)
Julian F. Miller, Riccardo Poli
Editorial to tenth anniversary issue on progress in genetic programming and evolvable machines. Genet. Program. Evolvable Mach. 11 (3-4) (2010)
Adam Faulconbridge, Susan Stepney, Julian F. Miller, Leo S. D. Caves
RBN-World - The Hunt for a Rich AChem. ALIFE (2010)
Ricky D. Ledwith, Julian F. Miller
Introducing Flexibility in Digital Circuit Evolution: Exploiting Undefined Values in Binary Truth Tables. ICES (2010)
Maryam Mahsal Khan, Gul Muhammad Khan, Julian F. Miller
Efficient representation of Recurrent Neural Networks for markovian/non-markovian non-linear control problems. ISDA (2010)
Maryam Mahsal Khan, Gul Muhammad Khan, Julian F. Miller
Evolution of neural networks using Cartesian Genetic Programming. IEEE Congress on Evolutionary Computation (2010)
Martin Trefzer, Tüze Kuyucu, Julian F. Miller, Andy M. Tyrrell
Image compression of natural images using artificial gene regulatory networks. GECCO (2010)
Julian F. Miller, Stephen L. Smith, Yuan Zhang
Detection of microcalcifications in mammograms using multi-chromosome Cartesian genetic programming. GECCO (Companion) (2010)
Simon Harding, Julian F. Miller, Wolfgang Banzhaf
Developments in Cartesian Genetic Programming: self-modifying CGP. Genet. Program. Evolvable Mach. 11 (3-4) (2010)
Simon Harding, Julian F. Miller, Wolfgang Banzhaf
Self modifying cartesian genetic programming: finding algorithms that calculate pi and e to arbitrary precision. GECCO (2010)
Martin Trefzer, Tüze Kuyucu, Julian F. Miller, Andy M. Tyrrell
The input pattern order problem II: Evolution of multiple-output circuits in hardware. WEAH (2009)
Adam Faulconbridge, Susan Stepney, Julian F. Miller, Leo S. D. Caves
RBN-World - A Sub-symbolic Artificial Chemistry. ECAL (1) (2009)
Tüze Kuyucu, Martin Trefzer, Julian F. Miller, Andrew M. Tyrrell
On the properties of artificial development and its use in evolvable hardware. ALIFE (2009)
Katharina Völk, Julian F. Miller, Stephen L. Smith
Multiple Network CGP for the Classification of Mammograms. EvoWorkshops (2009)
Gul Muhammad Khan, Julian F. Miller
Evolution of cartesian genetic programs capable of learning. GECCO (2009)
Song Zhan, Julian F. Miller, Andy M. Tyrrell
An evolutionary system using development and artificial Genetic Regulatory Networks for electronic circuit design. Biosyst. 98 (3) (2009)
Simon L. Harding, Julian F. Miller, Edward A. Rietman
Evolution in Materio: Exploiting the Physics of Materials for Computation. Int. J. Unconv. Comput. 4 (2) (2008)
Gul Muhammad Khan, Julian F. Miller, David M. Halliday
A developmental model of neural computation using cartesian genetic programming. GECCO (Companion) (2007)
Julian F. Miller, Stephen L. Smith
Redundancy and Computational Efficiency in Cartesian Genetic Programming. IEEE Trans. Evol. Comput. 10 (2) (2006)
Simon Harding, Julian F. Miller
Evolution In Materio: Investigating the Stability of Robot Controllers Evolved in Liquid Crystal. ICES (2005)
Heng Liu, Julian F. Miller, Andy M. Tyrrell
Intrinsic Evolvable Hardware Implementation of a Robust Biological Development Model for Digital Systems. Evolvable Hardware (2005)
Simon Harding, Julian F. Miller
Evolution of Robot Controller Using Cartesian Genetic Programming. EuroGP (2005)
Heng Liu, Julian F. Miller, Andrew M. Tyrrell
A Biological Development Model for the Design of Robust Multiplier. EvoWorkshops (2005)
Simon Harding, Julian F. Miller
Evolution In Materio : A Real-Time Robot Controller in Liquid Crystal. Evolvable Hardware (2005)
Simon Harding, Julian F. Miller
Evolution in materio: a tone discriminator in liquid crystal. IEEE Congress on Evolutionary Computation (2004)
Julian F. Miller
Evolving Developmental Programs for Adaptation, Morphogenesis, and Self-Repair. ECAL (2003)
Simon Harding, Julian F. Miller
A Scalable Platform for Intrinsic Hardware and in materio Ev olution. Evolvable Hardware (2003)
Julian F. Miller, Peter Thomson
A Developmental Method for Growing Graphs and Circuits. ICES (2003)
Joseph A. Rothermich, Julian F. Miller
Studying the Emergence of Multicellularity with Cartesian Genetic Programming in Artificial Life. GECCO Late Breaking Papers (2002)
Julian F. Miller, Keith L. Downing
Evolution in materio: Looking Beyond the Silicon Box. Evolvable Hardware (2002)
Tina Yu, Julian F. Miller
Finding Needles in Haystacks Is Not Hard with Neutrality. EuroGP (2002)
Tina Yu, Julian F. Miller
The Role of Neutral and Adaptive Mutation in an Evolutionary Search on the OneMax Problem. GECCO Late Breaking Papers (2002)
Tina Yu, Julian F. Miller
Climbing Unimodal Landscapes With Neutrality: A Case Study Of The One-max Problem. GECCO (2002)
Morten Hartmann, Frode Eskelund, Pauline C. Haddow, Julian F. Miller
Evolving Fault Tolerance On An Unreliable Technology Platform. GECCO (2002)
Julian F. Miller, Morten Hartmann
Evolving Messy Gates For Fault Tolerance: Some Preliminary Findings. Evolvable Hardware (2001)
Julian F. Miller, Morten Hartmann
Untidy Evolution: Evolving Messy Gates for Fault Tolerance. ICES (2001)
Tina Yu, Julian F. Miller
Neutrality and the Evolvability of Boolean Function Landscape. EuroGP (2001)
Julian F. Miller
Review: First NASA/DOD Workshop on Evolvable Hardware 1999. Genet. Program. Evolvable Mach. 1 (1/2) (2000)
Vesselin K. Vassilev, Julian F. Miller
The Advantages of Landscape Neutrality in Digital Circuit Evolution. ICES (2000)
Vesselin K. Vassilev, Terence C. Fogarty, Julian F. Miller
Information Characteristics and the Structure of Landscapes. Evol. Comput. 8 (1) (2000)
Vesselin K. Vassilev, Julian F. Miller
Embedding Landscape Neutrality to Build a Bridge from the Conventional to a More Efficient Three-bit Multiplier Circuit. GECCO (2000)
Vesselin K. Vassilev, Dominic Job, Julian F. Miller
Towards the Automatic Design of More Efficient Digital Circuits. Evolvable Hardware (2000)
Vesselin K. Vassilev, Julian F. Miller
Scalability Problems of Digital Circuit Evolution: Evolvability and Efficient Designs. Evolvable Hardware (2000)
Julian F. Miller, Dominic Job, Vesselin K. Vassilev
Principles in the Evolutionary Design of Digital Circuits - Part II. Genet. Program. Evolvable Mach. 1 (3) (2000)
Julian F. Miller, Peter Thomson
Cartesian Genetic Programming. EuroGP (2000)
Julian F. Miller, Dominic Job, Vesselin K. Vassilev
Principles in the Evolutionary Design of Digital Circuits - Part I. Genet. Program. Evolvable Mach. 1 (1/2) (2000)
Julian F. Miller
Evolution of Digital Filters Using a Gate Array Model. EvoWorkshops (1999)
Julian F. Miller
On the Filtering Properties of Evolved Gate Arrays. Evolvable Hardware (1999)
Vesselin K. Vassilev, Julian F. Miller, Terry C. Fogarty
Digital circuit evolution and fitness landscapes. CEC (1999)
Tatiana Kalganova, Julian F. Miller
Evolving More Efficient Digital Circuits by Allowing Circuit Layout Evolution and Multi-Objective Fitness. Evolvable Hardware (1999)
Vesselin K. Vassilev, Julian F. Miller, Terence C. Fogarty
The Evolution of Computation in Co-evolving Demes of Non-uniform Cellular Automata for Global Synchronisation. ECAL (1999)
Vesselin K. Vassilev, Julian F. Miller, Terence C. Fogarty
On the Nature of Two-Bit Multiplier Landscapes. Evolvable Hardware (1999)
Dominic Job, V. Shankararaman, Julian F. Miller
Hybrid AI Techniques for Automated Software Reuse. ICCBR Workshops (1999)
Vesselin K. Vassilev, Julian F. Miller, Terence C. Fogarty
Co-Evolving Demes of Non-Uniform Cellular Automata for Synchronisation. Evolvable Hardware (1999)
Tatiana Kalganova, Julian F. Miller, Terence C. Fogarty
Some Aspects of an Evolvable Hardware Approach for Multiple-Valued Combinational Circuit Design. ICES (1998)
Julian F. Miller, Peter Thomson
Aspects of Digital Evolution: Geometry and Learning. ICES (1998)
Julian F. Miller, Peter Thomson
Aspects of Digital Evolution: Evolvability and Architecture. PPSN (1998)
Julian F. Miller, Peter Thompson
Restricted Evaluation Genetic Algorithms with Tabu Search for Optimising Boolean Functions as Multi-Level AND-EXOR Networks. Evolutionary Computing, AISB Workshop (1996)

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Publication Activity (10 Years)

Top Topics

Top Venues

Julian F. Miller