Julian F. Miller

121 papers A 13B 17C 3Journal 22Unranked 52

Year	Rank	Type	Title / Venue / Authors
2021	—	`ch.`	Reservoir Computing in Material Substrates. Reservoir Computing Matthew Dale, Julian F. Miller, Susan Stepney, Martin A. Trefzer
2018	J	`jnl`	A Substrate-Independent Framework to Characterise Reservoir Computers. CoRR Matthew Dale, Julian F. Miller, Susan Stepney, Martin A. Trefzer
2018	—	`ch.`	Encoding and Representation of Information Processing in Irregular Computational Matter. Computational Matter John S. McCaskill, Julian F. Miller, Susan Stepney, Peter R. Wills
2018	—	`conf`	Evolving Developmental Programs That Build Neural Networks for Solving Multiple Problems. GPTP Julian F. Miller, Dennis G. Wilson, Sylvain Cussat-Blanc
2018	J	`jnl`	Evolving simple programs for playing Atari games. CoRR Dennis G. Wilson, Sylvain Cussat-Blanc, Hervé Luga, Julian F. Miller
2018	A	`conf`	Evolving simple programs for playing atari games. GECCO Dennis G. Wilson, Sylvain Cussat-Blanc, Hervé Luga, Julian F. Miller
2018	—	`ch.`	In Materio Computation Using Carbon Nanotubes. Computational Matter Julian F. Miller, Simon J. Hickinbotham, Martyn Amos
2018	J	`jnl`	Positional Cartesian Genetic Programming. CoRR Dennis G. Wilson, Julian F. Miller, Sylvain Cussat-Blanc, Hervé Luga
2018	—	`conf`	Tutorials at PPSN 2018. PPSN (2) 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
2018	—	`conf`	Workshops at PPSN 2018. PPSN (2) 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
2017	—	`conf`	A developmental artificial neural network model for solving multiple problems. GECCO (Companion) Julian F. Miller, Dennis G. Wilson
2017	—	`conf`	Amplitude-oriented mixed-type CGP classification. GECCO (Companion) Karlo Knezevic, Stjepan Picek, Julian F. Miller
2017	B	`conf`	Reservoir computing in materio: A computational framework for in materio computing. IJCNN Matthew Dale, Susan Stepney, Julian F. Miller, Martin Trefzer
2016	J	`jnl`	Cryptographic Boolean functions: One output, many design criteria. Appl. Soft Comput. Stjepan Picek, Domagoj Jakobovic, Julian F. Miller, Lejla Batina, Marko Cupic
2016	J	`jnl`	Evolution-in-materio: solving computational problems using carbon nanotube-polymer composites. Soft Comput. Maktuba Mohid, Julian F. Miller, Simon L. Harding, Gunnar Tufte, Mark K. Massey, Michael C. Petty
2016	J	`jnl`	Evolutionary Algorithms for Boolean Functions in Diverse Domains of Cryptography. Evol. Comput. Stjepan Picek, Claude Carlet, Sylvain Guilley, Julian F. Miller, Domagoj Jakobovic
2016	—	`conf`	Evolving Carbon Nanotube Reservoir Computers. UCNC Matthew Dale, Julian F. Miller, Susan Stepney, Martin A. Trefzer
2016	B	`conf`	Iterative Cartesian Genetic Programming: Creating General Algorithms for Solving Travelling Salesman Problems. EuroGP Patricia Ryser-Welch, Julian F. Miller, Jerry Swan, Martin A. Trefzer
2015	—	`conf`	Cartesian Genetic Programming Approach for Generating Substitution Boxes of Different Sizes. GECCO (Companion) Stjepan Picek, Julian F. Miller, Domagoj Jakobovic, Lejla Batina
2015	A	`conf`	Correlation Immunity of Boolean Functions: An Evolutionary Algorithms Perspective. GECCO Stjepan Picek, Claude Carlet, Domagoj Jakobovic, Julian F. Miller, Lejla Batina
2015	—	`conf`	Evolutionary Approach for Finding Correlation Immune Boolean Functions of Order t with Minimal Hamming Weight. TPNC Stjepan Picek, Sylvain Guilley, Claude Carlet, Domagoj Jakobovic, Julian F. Miller
2015	—	`conf`	Evolutionary Cross-Domain Hyper-Heuristics. GECCO (Companion) Patricia Ryser-Welch, Julian F. Miller, Shahriar Asta
2015	B	`conf`	Evolutionary Methods for the Construction of Cryptographic Boolean Functions. EuroGP Stjepan Picek, Domagoj Jakobovic, Julian F. Miller, Elena Marchiori, Lejla Batina
2015	—	`conf`	Evolving Robot Controllers Using Carbon Nanotubes. ECAL Maktuba Mohid, Julian F. Miller
2015	J	`jnl`	Evolving Solutions to Computational Problems Using Carbon Nanotubes. Int. J. Unconv. Comput. Maktuba Mohid, Julian F. Miller
2015	—	`conf`	Generating Human-readable Algorithms for the Travelling Salesman Problem using Hyper-Heuristics. GECCO (Companion) Patricia Ryser-Welch, Julian F. Miller, Shahriar Asta
2014	J	`jnl`	Evolution-in-materio: evolving computation in materials. Evol. Intell. Julian F. Miller, Simon L. Harding, Gunnar Tufte
2014	—	`conf`	Mecobo: A Hardware and Software Platform for In Materio Evolution. UCNC Odd Rune Lykkebø, Simon Harding, Gunnar Tufte, Julian F. Miller
2014	—	`ch.`	Neuro-Centric and Holocentric Approaches to the Evolution of Developmental Neural Networks. Growing Adaptive Machines Julian F. Miller
2014	—	`conf`	Plug-and-Play Hyper-heuristics: An Extended Formulation. SASO Patricia Ryser-Welch, Julian F. Miller
2013	—	`ch.`	Cartesian Genetic Programming on the GPU. Massively Parallel Evolutionary Computation on GPGPUs Simon Harding, Julian F. Miller
2013	J	`jnl`	Fast learning neural networks using Cartesian genetic programming. Neurocomputing Maryam Mahsal Khan, Arbab Masood Ahmad, Gul Muhammad Khan, Julian F. Miller
2013	—	`conf`	Function optimization using cartesian genetic programming. GECCO (Companion) Julian F. Miller, Maktuba Mohid
2013	—	`conf`	GECCO 2013 tutorial: cartesian genetic programming. GECCO (Companion) Julian F. Miller
2013	J	`jnl`	On the Advantages of Variable Length GRNs for the Evolution of Multicellular Developmental Systems. IEEE Trans. Evol. Comput. Martin Trefzer, Tüze Kuyucu, Julian F. Miller, Andy M. Tyrrell
2013	B	`conf`	Semantic Bias in Program Coevolution. EuroGP Tom Seaton, Julian F. Miller, Tim Clarke
2012	B	`conf`	An Ecological Approach to Measuring Locality in Linear Genotype to Phenotype Maps. EuroGP Tom Seaton, Julian F. Miller, Tim Clarke
2012	—	`conf`	Gardening Cyber-Physical Systems. UCNC 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
2012	J	`jnl`	Nascence Project: Nanoscale Engineering for Novel Computation Using Evolution. Int. J. Unconv. Comput. Hajo Broersma, Faustino J. Gomez, Julian F. Miller, Mike Petty, Gunnar Tufte
2011	—	`book`	Cartesian Genetic Programming Julian F. Miller
2011	—	`ch.`	Cartesian Genetic Programming. Cartesian Genetic Programming Julian F. Miller
2011	—	`conf`	Developmental Plasticity in Cartesian Genetic Programming based Neural Networks. ICINCO (1) Maryam Mahsal Khan, Gul Muhammad Khan, Julian F. Miller
2011	J	`jnl`	Evolution of Cartesian Genetic Programs for Development of Learning Neural Architecture. Evol. Comput. Gul Muhammad Khan, Julian F. Miller, David M. Halliday
2011	—	`conf`	GECCO 2011 tutorial: cartesian genetic programming. GECCO (Companion) Julian F. Miller, Simon L. Harding
2011	—	`ch.`	Introduction to Evolutionary Computation and Genetic Programming. Cartesian Genetic Programming Julian F. Miller
2011	—	`ch.`	Medical Applications of Cartesian Genetic Programming. Cartesian Genetic Programming Stephen L. Smith, James Alfred Walker, Julian F. Miller
2011	—	`ch.`	Problem Decomposition in Cartesian Genetic Programming. Cartesian Genetic Programming James Alfred Walker, Julian F. Miller, Paul Kaufmann, Marco Platzner
2011	—	`conf`	SMCGP2: finding algorithms that approximate numerical constants using quaternions and complex numbers. GECCO (Companion) Simon Harding, Julian F. Miller, Wolfgang Banzhaf
2011	A	`conf`	SMCGP2: self modifying cartesian genetic programming in two dimensions. GECCO Simon Harding, Julian F. Miller, Wolfgang Banzhaf
2011	—	`ch.`	Self-Modifying Cartesian Genetic Programming. Cartesian Genetic Programming Simon L. Harding, Julian F. Miller, Wolfgang Banzhaf
2011	—	`ch.`	The CGP Developmental Network. Cartesian Genetic Programming Gul Muhammad Khan, Julian F. Miller
2011	J	`jnl`	Where is the brain inside the brain? - On why artificial neural networks should be developmental. Memetic Comput. Julian F. Miller, Gul Muhammad Khan
2010	B	`conf`	Analytic Solutions to Differential Equations under Graph-Based Genetic Programming. EuroGP Tom Seaton, Gavin Brown, Julian F. Miller
2010	—	`conf`	Detection of microcalcifications in mammograms using multi-chromosome Cartesian genetic programming. GECCO (Companion) Julian F. Miller, Stephen L. Smith, Yuan Zhang
2010	J	`jnl`	Developments in Cartesian Genetic Programming: self-modifying CGP. Genet. Program. Evolvable Mach. Simon Harding, Julian F. Miller, Wolfgang Banzhaf
2010	J	`jnl`	Editorial to tenth anniversary issue on progress in genetic programming and evolvable machines. Genet. Program. Evolvable Mach. Julian F. Miller, Riccardo Poli
2010	C	`conf`	Efficient representation of Recurrent Neural Networks for markovian/non-markovian non-linear control problems. ISDA Maryam Mahsal Khan, Gul Muhammad Khan, Julian F. Miller
2010	—	`conf`	Evolution and Analysis of a Robot Controller Based on a Gene Regulatory Network. ICES Martin Trefzer, Tüze Kuyucu, Julian F. Miller, Andy M. Tyrrell
2010	B	`conf`	Evolution of neural networks using Cartesian Genetic Programming. IEEE Congress on Evolutionary Computation Maryam Mahsal Khan, Gul Muhammad Khan, Julian F. Miller
2010	—	`ed.`	Evolvable Systems: From Biology to Hardware - 9th International Conference, ICES 2010, York, UK, September 6-8, 2010. Proceedings ICES Gianluca Tempesti, Andy M. Tyrrell, Julian F. Miller
2010	A	`conf`	Image compression of natural images using artificial gene regulatory networks. GECCO Martin Trefzer, Tüze Kuyucu, Julian F. Miller, Andy M. Tyrrell
2010	—	`conf`	Introducing Flexibility in Digital Circuit Evolution: Exploiting Undefined Values in Binary Truth Tables. ICES Ricky D. Ledwith, Julian F. Miller
2010	B	`conf`	Modular design from gene regulation in a cellular system. IEEE Congress on Evolutionary Computation Song Zhan, Julian F. Miller, Andy M. Tyrrell
2010	C	`conf`	RBN-World - The Hunt for a Rich AChem. ALIFE Adam Faulconbridge, Susan Stepney, Julian F. Miller, Leo S. D. Caves
2010	A	`conf`	Self modifying cartesian genetic programming: finding algorithms that calculate pi and e to arbitrary precision. GECCO Simon Harding, Julian F. Miller, Wolfgang Banzhaf
2009	J	`jnl`	An evolutionary system using development and artificial Genetic Regulatory Networks for electronic circuit design. Biosyst. Song Zhan, Julian F. Miller, Andy M. Tyrrell
2009	A	`conf`	Evolution of cartesian genetic programs capable of learning. GECCO Gul Muhammad Khan, Julian F. Miller
2009	—	`conf`	Multiple Network CGP for the Classification of Mammograms. EvoWorkshops Katharina Völk, Julian F. Miller, Stephen L. Smith
2009	C	`conf`	On the properties of artificial development and its use in evolvable hardware. ALIFE Tüze Kuyucu, Martin Trefzer, Julian F. Miller, Andrew M. Tyrrell
2009	—	`conf`	RBN-World - A Sub-symbolic Artificial Chemistry. ECAL (1) Adam Faulconbridge, Susan Stepney, Julian F. Miller, Leo S. D. Caves
2009	—	`conf`	The input pattern order problem II: Evolution of multiple-output circuits in hardware. WEAH Martin Trefzer, Tüze Kuyucu, Julian F. Miller, Andy M. Tyrrell
2008	J	`jnl`	Evolution in Materio: Exploiting the Physics of Materials for Computation. Int. J. Unconv. Comput. Simon L. Harding, Julian F. Miller, Edward A. Rietman
2007	—	`conf`	A developmental model of neural computation using cartesian genetic programming. GECCO (Companion) Gul Muhammad Khan, Julian F. Miller, David M. Halliday
2006	J	`jnl`	Redundancy and Computational Efficiency in Cartesian Genetic Programming. IEEE Trans. Evol. Comput. Julian F. Miller, Stephen L. Smith
2005	—	`conf`	A Biological Development Model for the Design of Robust Multiplier. EvoWorkshops Heng Liu, Julian F. Miller, Andrew M. Tyrrell
2005	—	`conf`	Evolution In Materio : A Real-Time Robot Controller in Liquid Crystal. Evolvable Hardware Simon Harding, Julian F. Miller
2005	—	`conf`	Evolution In Materio: Investigating the Stability of Robot Controllers Evolved in Liquid Crystal. ICES Simon Harding, Julian F. Miller
2005	B	`conf`	Evolution of Robot Controller Using Cartesian Genetic Programming. EuroGP Simon Harding, Julian F. Miller
2005	—	`conf`	Intrinsic Evolvable Hardware Implementation of a Robust Biological Development Model for Digital Systems. Evolvable Hardware Heng Liu, Julian F. Miller, Andy M. Tyrrell
2004	B	`conf`	Evolution in materio: a tone discriminator in liquid crystal. IEEE Congress on Evolutionary Computation Simon Harding, Julian F. Miller
2003	—	`conf`	A Developmental Method for Growing Graphs and Circuits. ICES Julian F. Miller, Peter Thomson
2003	—	`conf`	A Scalable Platform for Intrinsic Hardware and in materio Ev olution. Evolvable Hardware Simon Harding, Julian F. Miller
2003	—	`conf`	Evolving Developmental Programs for Adaptation, Morphogenesis, and Self-Repair. ECAL Julian F. Miller
2003	A	`ed.`	Genetic and Evolutionary Computation - GECCO 2003, Genetic and Evolutionary Computation Conference, Chicago, IL, USA, July 12-16, 2003. Proceedings, Part I GECCO Erick Cantú-Paz, James A. Foster, Kalyanmoy Deb, Lawrence Davis, Rajkumar Roy, Una-May O'Reilly, Hans-Georg Beyer, Russell K. Standish, Graham Kendall, Stewart W. Wilson, Mark Harman, Joachim Wegener, Dipankar Dasgupta, Mitchell A. Potter, Alan C. Schultz, Kathryn A. Dowsland, Natasa Jonoska, Julian F. Miller
2003	A	`ed.`	Genetic and Evolutionary Computation - GECCO 2003, Genetic and Evolutionary Computation Conference, Chicago, IL, USA, July 12-16, 2003. Proceedings, Part II GECCO Erick Cantú-Paz, James A. Foster, Kalyanmoy Deb, Lawrence Davis, Rajkumar Roy, Una-May O'Reilly, Hans-Georg Beyer, Russell K. Standish, Graham Kendall, Stewart W. Wilson, Mark Harman, Joachim Wegener, Dipankar Dasgupta, Mitchell A. Potter, Alan C. Schultz, Kathryn A. Dowsland, Natasa Jonoska, Julian F. Miller
2002	A	`conf`	Climbing Unimodal Landscapes With Neutrality: A Case Study Of The One-max Problem. GECCO Tina Yu, Julian F. Miller
2002	—	`conf`	Evolution in materio: Looking Beyond the Silicon Box. Evolvable Hardware Julian F. Miller, Keith L. Downing
2002	A	`conf`	Evolving Fault Tolerance On An Unreliable Technology Platform. GECCO Morten Hartmann, Frode Eskelund, Pauline C. Haddow, Julian F. Miller
2002	B	`conf`	Finding Needles in Haystacks Is Not Hard with Neutrality. EuroGP Tina Yu, Julian F. Miller
2002	A	`ed.`	GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, New York, USA, 9-13 July 2002 GECCO William B. Langdon, Erick Cantú-Paz, Keith E. Mathias, Rajkumar Roy, David Davis, Riccardo Poli, Karthik Balakrishnan, Vasant G. Honavar, Günter Rudolph, Joachim Wegener, Larry Bull, Mitchell A. Potter, Alan C. Schultz, Julian F. Miller, Edmund K. Burke, Natasa Jonoska
2002	B	`ed.`	Genetic Programming, 5th European Conference, EuroGP 2002, Kinsale, Ireland, April 3-5, 2002, Proceedings EuroGP James A. Foster, Evelyne Lutton, Julian F. Miller, Conor Ryan, Andrea Tettamanzi
2002	—	`conf`	Studying the Emergence of Multicellularity with Cartesian Genetic Programming in Artificial Life. GECCO Late Breaking Papers Joseph A. Rothermich, Julian F. Miller
2002	—	`conf`	The Role of Neutral and Adaptive Mutation in an Evolutionary Search on the OneMax Problem. GECCO Late Breaking Papers Tina Yu, Julian F. Miller
2001	—	`conf`	Evolving Messy Gates For Fault Tolerance: Some Preliminary Findings. Evolvable Hardware Julian F. Miller, Morten Hartmann
2001	B	`ed.`	Genetic Programming, 4th European Conference, EuroGP 2001, Lake Como, Italy, April 18-20, 2001, Proceedings EuroGP Julian F. Miller, Marco Tomassini, Pier Luca Lanzi, Conor Ryan, Andrea Tettamanzi, William B. Langdon
2001	B	`conf`	Neutrality and the Evolvability of Boolean Function Landscape. EuroGP Tina Yu, Julian F. Miller
2001	—	`conf`	Untidy Evolution: Evolving Messy Gates for Fault Tolerance. ICES Julian F. Miller, Morten Hartmann
2000	B	`conf`	Cartesian Genetic Programming. EuroGP Julian F. Miller, Peter Thomson
2000	A	`conf`	Embedding Landscape Neutrality to Build a Bridge from the Conventional to a More Efficient Three-bit Multiplier Circuit. GECCO Vesselin K. Vassilev, Julian F. Miller
2000	—	`ed.`	Evolvable Systems: From Biology to Hardware, Third International Conference, ICES 2000, Edinburgh, Scotland, UK, April 17-19, 2000, Proceedings ICES Julian F. Miller, Adrian Thompson, Peter Thomson, Terence C. Fogarty
2000	B	`ed.`	Genetic Programming, European Conference, Edinburgh, Scotland, UK, April 15-16, 2000, Proceedings EuroGP Riccardo Poli, Wolfgang Banzhaf, William B. Langdon, Julian F. Miller, Peter Nordin, Terence C. Fogarty
2000	J	`jnl`	Information Characteristics and the Structure of Landscapes. Evol. Comput. Vesselin K. Vassilev, Terence C. Fogarty, Julian F. Miller
2000	J	`jnl`	Principles in the Evolutionary Design of Digital Circuits - Part I. Genet. Program. Evolvable Mach. Julian F. Miller, Dominic Job, Vesselin K. Vassilev
2000	J	`jnl`	Principles in the Evolutionary Design of Digital Circuits - Part II. Genet. Program. Evolvable Mach. Julian F. Miller, Dominic Job, Vesselin K. Vassilev
2000	J	`jnl`	Review: First NASA/DOD Workshop on Evolvable Hardware 1999. Genet. Program. Evolvable Mach. Julian F. Miller
2000	—	`conf`	Scalability Problems of Digital Circuit Evolution: Evolvability and Efficient Designs. Evolvable Hardware Vesselin K. Vassilev, Julian F. Miller
2000	—	`conf`	The Advantages of Landscape Neutrality in Digital Circuit Evolution. ICES Vesselin K. Vassilev, Julian F. Miller
2000	—	`conf`	Towards the Automatic Design of More Efficient Digital Circuits. Evolvable Hardware Vesselin K. Vassilev, Dominic Job, Julian F. Miller
1999	—	`conf`	Co-Evolving Demes of Non-Uniform Cellular Automata for Synchronisation. Evolvable Hardware Vesselin K. Vassilev, Julian F. Miller, Terence C. Fogarty
1999	B	`conf`	Digital circuit evolution and fitness landscapes. CEC Vesselin K. Vassilev, Julian F. Miller, Terry C. Fogarty
1999	—	`conf`	Evolution of Digital Filters Using a Gate Array Model. EvoWorkshops Julian F. Miller
1999	—	`conf`	Evolving More Efficient Digital Circuits by Allowing Circuit Layout Evolution and Multi-Objective Fitness. Evolvable Hardware Tatiana Kalganova, Julian F. Miller
1999	—	`conf`	Hybrid AI Techniques for Automated Software Reuse. ICCBR Workshops Dominic Job, V. Shankararaman, Julian F. Miller
1999	—	`conf`	On the Filtering Properties of Evolved Gate Arrays. Evolvable Hardware Julian F. Miller
1999	—	`conf`	On the Nature of Two-Bit Multiplier Landscapes. Evolvable Hardware Vesselin K. Vassilev, Julian F. Miller, Terence C. Fogarty
1999	—	`conf`	The Evolution of Computation in Co-evolving Demes of Non-uniform Cellular Automata for Global Synchronisation. ECAL Vesselin K. Vassilev, Julian F. Miller, Terence C. Fogarty
1998	A	`conf`	Aspects of Digital Evolution: Evolvability and Architecture. PPSN Julian F. Miller, Peter Thomson
1998	—	`conf`	Aspects of Digital Evolution: Geometry and Learning. ICES Julian F. Miller, Peter Thomson
1998	—	`conf`	Some Aspects of an Evolvable Hardware Approach for Multiple-Valued Combinational Circuit Design. ICES Tatiana Kalganova, Julian F. Miller, Terence C. Fogarty
1996	—	`conf`	Restricted Evaluation Genetic Algorithms with Tabu Search for Optimising Boolean Functions as Multi-Level AND-EXOR Networks. Evolutionary Computing, AISB Workshop Julian F. Miller, Peter Thompson
1995	—	`conf`	Ternary Decision Diagram Optimisation of Reed-Muller Logic Functions using a Genetic Algorithm for Variable and Simplification Rule Ordering. Evolutionary Computing, AISB Workshop Julian F. Miller, Peter Thomson, P. V. G. Bradbeer