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Julian F. Miller
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2020 – today
- 2021
[c133]Julian Francis Miller:
Designing Multiple ANNs with Evolutionary Development: Activity Dependence. GPTP 2021: 165-180- [p11]Matthew Dale
, Julian F. Miller, Susan Stepney, Martin A. Trefzer:
Reservoir Computing in Material Substrates. Reservoir Computing 2021: 141-166 - 2020
- [j32]Julian Francis Miller:
Cartesian genetic programming: its status and future. Genet. Program. Evolvable Mach. 21(1-2): 129-168 (2020) - [c132]Julian Francis Miller:
Evolving developmental neural networks to solve multiple problems. ALIFE 2020: 473-482
2010 – 2019
- 2019
- [j31]Julian Francis Miller:
The alchemy of computation: designing with the unknown. Nat. Comput. 18(3): 515-526 (2019) - 2018
- [c131]Dennis G. Wilson, Sylvain Cussat-Blanc, Hervé Luga, Julian F. Miller:
Evolving simple programs for playing atari games. GECCO 2018: 229-236 - [c130]Julian F. Miller, Dennis G. Wilson, Sylvain Cussat-Blanc:
Evolving Developmental Programs That Build Neural Networks for Solving Multiple Problems. GPTP 2018: 137-178 - [c129]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: 477-489 - [c128]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: 490-497 - [p10]Julian F. Miller, Simon J. Hickinbotham, Martyn Amos:
In Materio Computation Using Carbon Nanotubes. Computational Matter 2018: 33-43 - [p9]John S. McCaskill, Julian F. Miller, Susan Stepney, Peter R. Wills:
Encoding and Representation of Information Processing in Irregular Computational Matter. Computational Matter 2018: 231-248 - [i3]Dennis G. Wilson, Sylvain Cussat-Blanc, Hervé Luga, Julian F. Miller:
Evolving simple programs for playing Atari games. CoRR abs/1806.05695 (2018) - [i2]Dennis G. Wilson, Julian F. Miller, Sylvain Cussat-Blanc, Hervé Luga:
Positional Cartesian Genetic Programming. CoRR abs/1810.04119 (2018) - [i1]Matthew Dale, Julian F. Miller, Susan Stepney, Martin A. Trefzer:
A Substrate-Independent Framework to Characterise Reservoir Computers. CoRR abs/1810.07135 (2018) - 2017
- [j30]Andrew James Turner, Julian Francis Miller:
Recurrent Cartesian Genetic Programming of Artificial Neural Networks. Genet. Program. Evolvable Mach. 18(2): 185-212 (2017) - [c127]Julian F. Miller, Dennis G. Wilson:
A developmental artificial neural network model for solving multiple problems. GECCO (Companion) 2017: 69-70 - [c126]Karlo Knezevic, Stjepan Picek, Julian F. Miller:
Amplitude-oriented mixed-type CGP classification. GECCO (Companion) 2017: 1415-1418 - [c125]Matthew Dale, Susan Stepney, Julian F. Miller, Martin Trefzer:
Reservoir computing in materio: A computational framework for in materio computing. IJCNN 2017: 2178-2185 - 2016
- [j29]Stjepan Picek, Domagoj Jakobovic, Julian F. Miller, Lejla Batina, Marko Cupic:
Cryptographic Boolean functions: One output, many design criteria. Appl. Soft Comput. 40: 635-653 (2016) - [j28]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): 667-694 (2016) - [j27]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): 3007-3022 (2016) - [c124]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: 294-310 - [c123]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: 1012-1022 - [c122]Matthew Dale, Susan Stepney, Julian Francis Miller, Martin Trefzer:
Reservoir computing in materio: An evaluation of configuration through evolution. SSCI 2016: 1-8 - [c121]Matthew Dale, Julian F. Miller, Susan Stepney, Martin A. Trefzer:
Evolving Carbon Nanotube Reservoir Computers. UCNC 2016: 49-61 - 2015
- [j26]Andrew James Turner, Julian Francis Miller:
Introducing a cross platform open source Cartesian Genetic Programming library. Genet. Program. Evolvable Mach. 16(1): 83-91 (2015) - [j25]Andrew James Turner, Julian Francis Miller:
Neutral genetic drift: an investigation using Cartesian Genetic Programming. Genet. Program. Evolvable Mach. 16(4): 531-558 (2015) - [j24]Maktuba Mohid, Julian F. Miller:
Evolving Solutions to Computational Problems Using Carbon Nanotubes. Int. J. Unconv. Comput. 11(3-4): 245-281 (2015) - [c120]Maktuba Mohid, Julian F. Miller:
Evolving Robot Controllers Using Carbon Nanotubes. ECAL 2015: 106-113 - [c119]Stjepan Picek, Domagoj Jakobovic, Julian F. Miller, Elena Marchiori, Lejla Batina:
Evolutionary Methods for the Construction of Cryptographic Boolean Functions. EuroGP 2015: 192-204 - [c118]Julian Francis Miller, Andrew James Turner:
Cartesian Genetic Programming. GECCO (Companion) 2015: 179-198 - [c117]Julian Francis Miller, Hajo Broersma:
Computational Matter: Evolving Computational Solutions in Materials. GECCO (Companion) 2015: 769-770 - [c116]Patricia Ryser-Welch, Julian F. Miller, Shahriar Asta:
Generating Human-readable Algorithms for the Travelling Salesman Problem using Hyper-Heuristics. GECCO (Companion) 2015: 1067-1074 - [c115]Stjepan Picek, Claude Carlet, Domagoj Jakobovic, Julian F. Miller, Lejla Batina:
Correlation Immunity of Boolean Functions: An Evolutionary Algorithms Perspective. GECCO 2015: 1095-1102 - [c114]Stjepan Picek, Julian F. Miller, Domagoj Jakobovic, Lejla Batina:
Cartesian Genetic Programming Approach for Generating Substitution Boxes of Different Sizes. GECCO (Companion) 2015: 1457-1458 - [c113]Patricia Ryser-Welch, Julian F. Miller, Shahriar Asta:
Evolutionary Cross-Domain Hyper-Heuristics. GECCO (Companion) 2015: 1473-1474 - [c112]Andrew James Turner, Julian Francis Miller:
Recurrent Cartesian Genetic Programming Applied to Series Forecasting. GECCO (Companion) 2015: 1499-1500 - [c111]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: 71-82 - 2014
- [j23]Gul Muhammad Khan, Julian Francis Miller:
In search of intelligence: evolving a developmental neuron capable of learning. Connect. Sci. 26(4): 297-333 (2014) - [j22]Julian F. Miller, Simon L. Harding, Gunnar Tufte:
Evolution-in-materio: evolving computation in materials. Evol. Intell. 7(1): 49-67 (2014) - [j21]Andrew James Turner, Julian Francis Miller:
NeuroEvolution: Evolving Heterogeneous Artificial Neural Networks. Evol. Intell. 7(3): 135-154 (2014) - [c110]Andrew James Turner, Julian Francis Miller:
Cartesian Genetic Programming: Why No Bloat? EuroGP 2014: 222-233 - [c109]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: 38-45 - [c108]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: 46-53 - [c107]Kester Dean Clegg, Julian Francis Miller, Mark Kieran Massey, Michael C. Petty:
Practical issues for configuring carbon nanotube composite materials for computation. ICES 2014: 61-68 - [c106]Andrew James Turner, Julian Francis Miller:
Recurrent Cartesian Genetic Programming. PPSN 2014: 476-486 - [c105]Kester Dean Clegg, Julian Francis Miller, Mark Kieran Massey, Mike Petty:
Travelling Salesman Problem Solved 'in materio' by Evolved Carbon Nanotube Device. PPSN 2014: 692-701 - [c104]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: 721-730 - [c103]Patricia Ryser-Welch, Julian F. Miller:
Plug-and-Play Hyper-heuristics: An Extended Formulation. SASO 2014: 179-180 - [c102]Odd Rune Lykkebø, Simon Harding, Gunnar Tufte, Julian F. Miller:
Mecobo: A Hardware and Software Platform for In Materio Evolution. UCNC 2014: 267-279 - [c101]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: 1-8 - [p8]Julian F. Miller:
Neuro-Centric and Holocentric Approaches to the Evolution of Developmental Neural Networks. Growing Adaptive Machines 2014: 227-249 - 2013
- [j20]Maryam Mahsal Khan, Arbab Masood Ahmad, Gul Muhammad Khan, Julian F. Miller:
Fast learning neural networks using Cartesian genetic programming. Neurocomputing 121: 274-289 (2013) - [j19]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): 100-121 (2013) - [c100]Tom Seaton, Julian F. Miller, Tim Clarke:
Semantic Bias in Program Coevolution. EuroGP 2013: 193-204 - [c99]Julian F. Miller, Maktuba Mohid:
Function optimization using cartesian genetic programming. GECCO (Companion) 2013: 147-148 - [c98]Julian F. Miller:
GECCO 2013 tutorial: cartesian genetic programming. GECCO (Companion) 2013: 715-740 - [c97]Andrew James Turner, Julian Francis Miller:
Cartesian genetic programming encoded artificial neural networks: a comparison using three benchmarks. GECCO 2013: 1005-1012 - [c96]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: 213-226 - [p7]Simon Harding, Julian F. Miller:
Cartesian Genetic Programming on the GPU. Massively Parallel Evolutionary Computation on GPGPUs 2013: 249-266 - 2012
- [j18]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): 313-317 (2012) - [c95]Tom Seaton, Julian F. Miller, Tim Clarke:
An Ecological Approach to Measuring Locality in Linear Genotype to Phenotype Maps. EuroGP 2012: 170-181 - [c94]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: 1031-1038 - [c93]Julian Francis Miller, Simon Harding:
GECCO 2012 tutorial: cartesian genetic programming. GECCO (Companion) 2012: 1093-1116 - [c92]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: 237-238 - 2011
- [j17]Gul Muhammad Khan, Julian F. Miller, David M. Halliday:
Evolution of Cartesian Genetic Programs for Development of Learning Neural Architecture. Evol. Comput. 19(3): 469-523 (2011) - [j16]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): 217-228 (2011) - [j15]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): 313-345 (2011) - [c91]Simon Harding, Julian F. Miller, Wolfgang Banzhaf:
SMCGP2: finding algorithms that approximate numerical constants using quaternions and complex numbers. GECCO (Companion) 2011: 197-198 - [c90]Julian F. Miller, Simon L. Harding:
GECCO 2011 tutorial: cartesian genetic programming. GECCO (Companion) 2011: 1261-1284 - [c89]Simon Harding, Julian F. Miller, Wolfgang Banzhaf:
SMCGP2: self modifying cartesian genetic programming in two dimensions. GECCO 2011: 1491-1498 - [c88]Maryam Mahsal Khan, Gul Muhammad Khan, Julian F. Miller:
Developmental Plasticity in Cartesian Genetic Programming based Neural Networks. ICINCO (1) 2011: 449-458 - [p6]Julian F. Miller:
Introduction to Evolutionary Computation and Genetic Programming. Cartesian Genetic Programming 2011: 1-16 - [p5]Julian F. Miller:
Cartesian Genetic Programming. Cartesian Genetic Programming 2011: 17-34 - [p4]James Alfred Walker, Julian F. Miller, Paul Kaufmann, Marco Platzner:
Problem Decomposition in Cartesian Genetic Programming. Cartesian Genetic Programming 2011: 35-99 - [p3]Simon L. Harding, Julian F. Miller, Wolfgang Banzhaf:
Self-Modifying Cartesian Genetic Programming. Cartesian Genetic Programming 2011: 101-124 - [p2]Gul Muhammad Khan, Julian F. Miller:
The CGP Developmental Network. Cartesian Genetic Programming 2011: 255-291 - [p1]Stephen L. Smith, James Alfred Walker, Julian F. Miller:
Medical Applications of Cartesian Genetic Programming. Cartesian Genetic Programming 2011: 309-336 - [e9]Julian F. Miller:
Cartesian Genetic Programming. Natural Computing Series, Springer 2011, ISBN 978-3-642-17309-7 [contents] - 2010
- [j14]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): 247-250 (2010) - [j13]Simon Harding, Julian F. Miller, Wolfgang Banzhaf:
Developments in Cartesian Genetic Programming: self-modifying CGP. Genet. Program. Evolvable Mach. 11(3-4): 397-439 (2010) - [c87]Gul Muhammad Khan, Julian Francis Miller:
Solving Mazes using an Artificial Developmental Neuron. ALIFE 2010: 241-248 - [c86]Adam Faulconbridge, Susan Stepney, Julian F. Miller, Leo S. D. Caves:
RBN-World - The Hunt for a Rich AChem. ALIFE 2010: 261-268 - [c85]Gul Muhammad Khan, Julian Francis Miller:
Learning Games using a Single Developmental Neuron. ALIFE 2010: 634-641 - [c84]Maryam Mahsal Khan, Gul Muhammad Khan, Julian F. Miller:
Evolution of neural networks using Cartesian Genetic Programming. IEEE Congress on Evolutionary Computation 2010: 1-8 - [c83]Song Zhan, Julian F. Miller, Andy M. Tyrrell:
Modular design from gene regulation in a cellular system. IEEE Congress on Evolutionary Computation 2010: 1-8 - [c82]Tom Seaton, Gavin Brown, Julian F. Miller:
Analytic Solutions to Differential Equations under Graph-Based Genetic Programming. EuroGP 2010: 232-243 - [c81]Simon Harding, Julian F. Miller, Wolfgang Banzhaf:
Self modifying cartesian genetic programming: finding algorithms that calculate pi and e to arbitrary precision. GECCO 2010: 579-586 - [c80]Martin Trefzer, Tüze Kuyucu, Julian F. Miller, Andy M. Tyrrell:
Image compression of natural images using artificial gene regulatory networks. GECCO 2010: 595-602 - [c79]Julian F. Miller, Stephen L. Smith, Yuan Zhang:
Detection of microcalcifications in mammograms using multi-chromosome Cartesian genetic programming. GECCO (Companion) 2010: 1923-1930 - [c78]Julian Francis Miller, Simon L. Harding:
Cartesian genetic programming. GECCO (Companion) 2010: 2927-2948 - [c77]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: 339-346 - [c76]Ricky D. Ledwith, Julian F. Miller:
Introducing Flexibility in Digital Circuit Evolution: Exploiting Undefined Values in Binary Truth Tables. ICES 2010: 25-36 - [c75]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: 61-72 - [c74]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: 615-620 - [e8]Gianluca Tempesti, Andy M. Tyrrell, Julian F. Miller:
Evolvable Systems: From Biology to Hardware - 9th International Conference, ICES 2010, York, UK, September 6-8, 2010. Proceedings. Lecture Notes in Computer Science 6274, Springer 2010, ISBN 978-3-642-15322-8 [contents]
2000 – 2009
- 2009
- [j12]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): 176-192 (2009) - [j11]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): 417-445 (2009) - [c73]Simon Harding, Julian Francis Miller, Wolfgang Banzhaf:
Self modifying Cartesian Genetic Programming: Parity. IEEE Congress on Evolutionary Computation 2009: 285-292 - [c72]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: 301-308 - [c71]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: 574-581 - [c70]Tüze Kuyucu, Martin Trefzer, Julian Francis Miller, Andy M. Tyrrell:
Task decomposition and evolvability in intrinsic evolvable hardware. IEEE Congress on Evolutionary Computation 2009: 2281-2287 - [c69]Song Zhan, Julian Francis Miller, Andy M. Tyrrell:
Obtaining system robustness by mimicking natural mechanisms. IEEE Congress on Evolutionary Computation 2009: 3032-3039 - [c68]Adam Faulconbridge, Susan Stepney, Julian F. Miller, Leo S. D. Caves:
RBN-World - A Sub-symbolic Artificial Chemistry. ECAL (1) 2009: 377-384 - [c67]Simon Harding, Julian Francis Miller, Wolfgang Banzhaf:
Self Modifying Cartesian Genetic Programming: Fibonacci, Squares, Regression and Summing. EuroGP 2009: 133-144 - [c66]Katharina Völk, Julian F. Miller, Stephen L. Smith:
Multiple Network CGP for the Classification of Mammograms. EvoWorkshops 2009: 405-413 - [c65]Simon Harding, Julian Francis Miller, Wolfgang Banzhaf:
Evolution, development and learning using self-modifying cartesian genetic programming. GECCO 2009: 699-706 - [c64]Gul Muhammad Khan, Julian F. Miller:
Evolution of cartesian genetic programs capable of learning. GECCO 2009: 707-714 - [c63]Julian Francis Miller, Simon L. Harding:
Cartesian genetic programming. GECCO (Companion) 2009: 3489-3512 - [c62]Tüze Kuyucu, Martin Trefzer, Julian F. Miller, Andrew M. Tyrrell:
On the properties of artificial development and its use in evolvable hardware. ALIFE 2009: 108-115 - [c61]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: 32-38 - [r1]Simon Harding, Julian Francis Miller:
Evolution in Materio. Encyclopedia of Complexity and Systems Science 2009: 3220-3233 - 2008
- [j10]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): 155-194 (2008) - [j9]James Alfred Walker, Julian Francis Miller:
The Automatic Acquisition, Evolution and Reuse of Modules in Cartesian Genetic Programming. IEEE Trans. Evol. Comput. 12(4): 397-417 (2008) - [c60]Song Zhan, Julian Francis Miller, Andrew M. Tyrrell:
An evolutionary system using development and artificial Genetic Regulatory Networks. IEEE Congress on Evolutionary Computation 2008: 815-822 - [c59]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: 2584-2591 - [c58]Yoshikazu Hirayama, Tim Clarke, Julian Francis Miller:
Fault tolerant control using Cartesian genetic programming. GECCO 2008: 1523-1530 - [c57]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: 2169-2174 - [c56]Julian Francis Miller, Simon Harding:
Cartesian genetic programming. GECCO (Companion) 2008: 2701-2726 - [c55]Song Zhan, Julian Francis Miller, Andy M. Tyrrell:
A Developmental Gene Regulation Network for Constructing Electronic Circuits. ICES 2008: 177-188 - [c54]Gul Muhammad Khan, Julian Francis Miller, David M. Halliday:
Coevolution of Neuro-developmental Programs That Play Checkers. ICES 2008: 352-361 - [c53]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: 382-391 - [c52]Gul Muhammad Khan, Julian Francis Miller, David M. Halliday:
Breaking the Synaptic Dogma: Evolving a Neuro-inspired Developmental Network. SEAL 2008: 11-20 - 2007
- [j8]Simon Harding, Julian Francis Miller:
Evolution In Materio: Evolving Logic Gates in Liquid Crystal. Int. J. Unconv. Comput. 3(4): 243-257 (2007) - [c51]James Alfred Walker, Julian Francis Miller:
Predicting Prime Numbers Using Cartesian Genetic Programming. EuroGP 2007: 205-216 - [c50]James Alfred Walker, Julian Francis Miller:
Changing the Genospace: Solving GA Problems with Cartesian Genetic Programming. EuroGP 2007: 261-270 - [c49]Gul Muhammad Khan, Julian Francis Miller, David M. Halliday:
Coevolution of intelligent agents using cartesian genetic programming. GECCO 2007: 269-276 - [c48]Simon Harding, Julian Francis Miller, Wolfgang Banzhaf:
Self-modifying cartesian genetic programming. GECCO 2007: 1021-1028 - [c47]Janet Clegg, James Alfred Walker, Julian Francis Miller:
A new crossover technique for Cartesian genetic programming. GECCO 2007: 1580-1587 - [c46]James Alfred Walker, Julian Francis Miller:
Solving real-valued optimisation problems using cartesian genetic programming. GECCO 2007: 1724-1730 - [c45]Gul Muhammad Khan, Julian F. Miller, David M. Halliday:
A developmental model of neural computation using cartesian genetic programming. GECCO (Companion) 2007: 2535-2542 - 2006
- [j7]Tina Yu, Julian Francis Miller:
Through the Interaction of Neutral and Adaptive Mutations, Evolutionary Search Finds a Way. Artif. Life 12(4): 525-551 (2006) - [j6]Julian F. Miller, Stephen L. Smith:
Redundancy and Computational Efficiency in Cartesian Genetic Programming. IEEE Trans. Evol. Comput. 10(2): 167-174 (2006) - [c44]James Alfred Walker, Julian Francis Miller, Rachel Cavill:
A multi-chromosome approach to standard and embedded cartesian genetic programming. GECCO 2006: 903-910 - [c43]James Alfred Walker, Julian Francis Miller:
Embedded cartesian genetic programming and the lawnmower and hierarchical-if-and-only-if problems. GECCO 2006: 911-918 - 2005
- [c42]Heng Liu, Julian F. Miller, Andy M. Tyrrell:
Intrinsic Evolvable Hardware Implementation of a Robust Biological Development Model for Digital Systems. Evolvable Hardware 2005: 87-92 - [c41]Simon Harding, Julian F. Miller:
Evolution In Materio : A Real-Time Robot Controller in Liquid Crystal. Evolvable Hardware 2005: 229-238 - [c40]Simon Harding, Julian F. Miller:
Evolution of Robot Controller Using Cartesian Genetic Programming. EuroGP 2005: 62-73 - [c39]Heng Liu, Julian F. Miller, Andrew M. Tyrrell:
A Biological Development Model for the Design of Robust Multiplier. EvoWorkshops 2005: 195-204 - [c38]James Alfred Walker, Julian Francis Miller:
Investigating the performance of module acquisition in cartesian genetic programming. GECCO 2005: 1649-1656 - [c37]James Alfred Walker, Julian Francis Miller:
Improving the Evolvability of Digital Multipliers Using Embedded Cartesian Genetic Programming and Product Reduction. ICES 2005: 131-142 - [c36]Simon Harding, Julian F. Miller:
Evolution In Materio: Investigating the Stability of Robot Controllers Evolved in Liquid Crystal. ICES 2005: 155-164 - 2004
- [j5]Davide Anguita, Iluminada Baturone, Julian Francis Miller:
Special issue on hardware implementations of soft computing techniques. Appl. Soft Comput. 4(3): 204-205 (2004) - [c35]Simon Harding, Julian F. Miller:
Evolution in materio: a tone discriminator in liquid crystal. IEEE Congress on Evolutionary Computation 2004: 1800-1807 - [c34]Simon Harding, Julian Francis Miller:
Evolution in Materio: Initial Experiments with Liquid Crystal. Evolvable Hardware 2004: 298- - [c33]James Alfred Walker, Julian Francis Miller:
Evolution and Acquisition of Modules in Cartesian Genetic Programming. EuroGP 2004: 187-197 - [c32]Julian Francis Miller:
Evolving a Self-Repairing, Self-Regulating, French Flag Organism. GECCO (1) 2004: 129-139 - 2003
- [c31]Joseph A. Rothermich, Fang Wang, Julian Francis Miller:
Adaptivity in cell based optimization for information ecosystems. IEEE Congress on Evolutionary Computation 2003: 490-497 - [c30]Julian F. Miller:
Evolving Developmental Programs for Adaptation, Morphogenesis, and Self-Repair. ECAL 2003: 256-265 - [c29]Simon Harding, Julian F. Miller:
A Scalable Platform for Intrinsic Hardware and in materio Ev olution. Evolvable Hardware 2003: 231-234 - [c28]Julian F. Miller, Peter Thomson:
A Developmental Method for Growing Graphs and Circuits. ICES 2003: 93-104 - [e7]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:
Genetic and Evolutionary Computation - GECCO 2003, Genetic and Evolutionary Computation Conference, Chicago, IL, USA, July 12-16, 2003. Proceedings, Part I. Lecture Notes in Computer Science 2723, Springer 2003, ISBN 3-540-40602-6 [contents] - [e6]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:
Genetic and Evolutionary Computation - GECCO 2003, Genetic and Evolutionary Computation Conference, Chicago, IL, USA, July 12-16, 2003. Proceedings, Part II. Lecture Notes in Computer Science 2724, Springer 2003, ISBN 3-540-40603-4 [contents] - 2002
- [c27]Julian F. Miller, Keith L. Downing:
Evolution in materio: Looking Beyond the Silicon Box. Evolvable Hardware 2002: 167-176 - [c26]Tina Yu, Julian F. Miller:
Finding Needles in Haystacks Is Not Hard with Neutrality. EuroGP 2002: 13-25 - [c25]Morten Hartmann, Frode Eskelund, Pauline C. Haddow, Julian F. Miller:
Evolving Fault Tolerance On An Unreliable Technology Platform. GECCO 2002: 171-177 - [c24]Joseph A. Rothermich, Julian F. Miller:
Studying the Emergence of Multicellularity with Cartesian Genetic Programming in Artificial Life. GECCO Late Breaking Papers 2002: 397-403 - [c23]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: 512-519 - [c22]Tina Yu, Julian F. Miller:
Climbing Unimodal Landscapes With Neutrality: A Case Study Of The One-max Problem. GECCO 2002: 704 - [e5]James A. Foster, Evelyne Lutton, Julian F. Miller, Conor Ryan, Andrea Tettamanzi:
Genetic Programming, 5th European Conference, EuroGP 2002, Kinsale, Ireland, April 3-5, 2002, Proceedings. Lecture Notes in Computer Science 2278, Springer 2002, ISBN 3-540-43378-3 [contents] - [e4]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:
GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, New York, USA, 9-13 July 2002. Morgan Kaufmann 2002, ISBN 1-55860-878-8 [contents] - 2001
- [c21]Julian F. Miller, Morten Hartmann:
Evolving Messy Gates For Fault Tolerance: Some Preliminary Findings. Evolvable Hardware 2001: 116-126 - [c20]Tina Yu, Julian F. Miller:
Neutrality and the Evolvability of Boolean Function Landscape. EuroGP 2001: 204-217 - [c19]Julian F. Miller, Morten Hartmann:
Untidy Evolution: Evolving Messy Gates for Fault Tolerance. ICES 2001: 14-25 - [e3]Julian F. Miller, Marco Tomassini, Pier Luca Lanzi, Conor Ryan, Andrea Tettamanzi, William B. Langdon:
Genetic Programming, 4th European Conference, EuroGP 2001, Lake Como, Italy, April 18-20, 2001, Proceedings. Lecture Notes in Computer Science 2038, Springer 2001, ISBN 3-540-41899-7 [contents] - 2000
- [j4]Vesselin K. Vassilev, Terence C. Fogarty, Julian F. Miller:
Information Characteristics and the Structure of Landscapes. Evol. Comput. 8(1): 31-60 (2000) - [j3]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): 7-35 (2000) - [j2]Julian F. Miller:
Review: First NASA/DOD Workshop on Evolvable Hardware 1999. Genet. Program. Evolvable Mach. 1(1/2): 171-174 (2000) - [j1]Julian F. Miller, Dominic Job, Vesselin K. Vassilev:
Principles in the Evolutionary Design of Digital Circuits - Part II. Genet. Program. Evolvable Mach. 1(3): 259-288 (2000) - [c18]Vesselin K. Vassilev, Julian F. Miller:
Scalability Problems of Digital Circuit Evolution: Evolvability and Efficient Designs. Evolvable Hardware 2000: 55-64 - [c17]Vesselin K. Vassilev, Dominic Job, Julian F. Miller:
Towards the Automatic Design of More Efficient Digital Circuits. Evolvable Hardware 2000: 151-160 - [c16]Julian F. Miller, Peter Thomson:
Cartesian Genetic Programming. EuroGP 2000: 121-132 - [c15]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: 539- - [c14]Vesselin K. Vassilev, Julian F. Miller:
The Advantages of Landscape Neutrality in Digital Circuit Evolution. ICES 2000: 252-263 - [e2]Riccardo Poli, Wolfgang Banzhaf, William B. Langdon, Julian F. Miller, Peter Nordin, Terence C. Fogarty:
Genetic Programming, European Conference, Edinburgh, Scotland, UK, April 15-16, 2000, Proceedings. Lecture Notes in Computer Science 1802, Springer 2000, ISBN 3-540-67339-3 [contents] - [e1]Julian F. Miller, Adrian Thompson, Peter Thomson, Terence C. Fogarty:
Evolvable Systems: From Biology to Hardware, Third International Conference, ICES 2000, Edinburgh, Scotland, UK, April 17-19, 2000, Proceedings. Lecture Notes in Computer Science 1801, Springer 2000, ISBN 3-540-67338-5 [contents]
1990 – 1999
- 1999
- [c13]Vesselin K. Vassilev, Julian F. Miller, Terry C. Fogarty:
Digital circuit evolution and fitness landscapes. CEC 1999: 1299-1308 - [c12]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: 159-169 - [c11]Julian F. Miller:
On the Filtering Properties of Evolved Gate Arrays. Evolvable Hardware 1999: 2-11 - [c10]Vesselin K. Vassilev, Julian F. Miller, Terence C. Fogarty:
On the Nature of Two-Bit Multiplier Landscapes. Evolvable Hardware 1999: 36-45 - [c9]Tatiana Kalganova, Julian F. Miller:
Evolving More Efficient Digital Circuits by Allowing Circuit Layout Evolution and Multi-Objective Fitness. Evolvable Hardware 1999: 54- - [c8]Vesselin K. Vassilev, Julian F. Miller, Terence C. Fogarty:
Co-Evolving Demes of Non-Uniform Cellular Automata for Synchronisation. Evolvable Hardware 1999: 111-119 - [c7]Julian F. Miller:
Evolution of Digital Filters Using a Gate Array Model. EvoWorkshops 1999: 17-30 - [c6]Dominic Job, V. Shankararaman, Julian F. Miller:
Hybrid AI Techniques for Automated Software Reuse. ICCBR Workshops 1999: 3-12 - 1998
- [c5]Julian F. Miller, Peter Thomson:
Aspects of Digital Evolution: Geometry and Learning. ICES 1998: 25-35 - [c4]Tatiana Kalganova, Julian F. Miller, Terence C. Fogarty:
Some Aspects of an Evolvable Hardware Approach for Multiple-Valued Combinational Circuit Design. ICES 1998: 78-89 - [c3]Julian F. Miller, Peter Thomson:
Aspects of Digital Evolution: Evolvability and Architecture. PPSN 1998: 927-936 - 1996
- [c2]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: 85-101 - 1995
- [c1]Julian F. Miller, Peter Thomson, P. V. G. Bradbeer:
Ternary Decision Diagram Optimisation of Reed-Muller Logic Functions using a Genetic Algorithm for Variable and Simplification Rule Ordering. Evolutionary Computing, AISB Workshop 1995: 181-190
Coauthor Index
Simon Harding
aka: Simon L. Harding
aka: Simon L. Harding
Martin Trefzer
aka: Martin A. Trefzer
aka: Martin A. Trefzer
Andrew M. Tyrrell
aka: Andy M. Tyrrell
aka: Andy M. Tyrrell
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