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310 results on '"Miller, Julian F."'

1. A Substrate-Independent Framework to Characterise Reservoir Computers

Author

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

Subjects
Computer Science - Emerging Technologies
Abstract

The Reservoir Computing (RC) framework states that any non-linear, input-driven dynamical system (the reservoir) exhibiting properties such as a fading memory and input separability can be trained to perform computational tasks. This broad inclusion of systems has led to many new physical substrates for RC. Properties essential for reservoirs to compute are tuned through reconfiguration of the substrate, such as change in virtual topology or physical morphology. As a result, each substrate possesses a unique `quality' -- obtained through reconfiguration -- to realise different reservoirs for different tasks. Here we describe an experimental framework to characterise the quality of potentially any substrate for RC. Our framework reveals that a definition of quality is not only useful to compare substrates, but can help map the non-trivial relationship between properties and task performance. In the wider context, the framework offers a greater understanding as to what makes a dynamical system compute, helping improve the design of future substrates for RC., Comment: addition of a further substrate: a simulated delay-based reservoir

Published
2018
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2. Positional Cartesian Genetic Programming

Author

Wilson, DG, Miller, Julian F., Cussat-Blanc, Sylvain, and Luga, Hervé

Subjects
Computer Science - Neural and Evolutionary Computing
Abstract

Cartesian Genetic Programming (CGP) has many modifications across a variety of implementations, such as recursive connections and node weights. Alternative genetic operators have also been proposed for CGP, but have not been fully studied. In this work, we present a new form of genetic programming based on a floating point representation. In this new form of CGP, called Positional CGP, node positions are evolved. This allows for the evaluation of many different genetic operators while allowing for previous CGP improvements like recurrency. Using nine benchmark problems from three different classes, we evaluate the optimal parameters for CGP and PCGP, including novel genetic operators.

Published
2018

3. Evolving simple programs for playing Atari games

Author

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

Subjects
Computer Science - Neural and Evolutionary Computing, Computer Science - Artificial Intelligence
Abstract

Cartesian Genetic Programming (CGP) has previously shown capabilities in image processing tasks by evolving programs with a function set specialized for computer vision. A similar approach can be applied to Atari playing. Programs are evolved using mixed type CGP with a function set suited for matrix operations, including image processing, but allowing for controller behavior to emerge. While the programs are relatively small, many controllers are competitive with state of the art methods for the Atari benchmark set and require less training time. By evaluating the programs of the best evolved individuals, simple but effective strategies can be found.

Published
2018

5. Evolving Programs to Build Artificial Neural Networks

Author

Miller, Julian F., Wilson, Dennis G., Cussat-Blanc, Sylvain, Zelinka, Ivan, Series Editor, Adamatzky, Andrew, Series Editor, Chen, Guanrong, Series Editor, Abraham, Ajith, Editorial Board Member, Lucia, Ana, Editorial Board Member, Burguillo, Juan C., Editorial Board Member, Čelikovský, Sergej, Editorial Board Member, Chadli, Mohammed, Editorial Board Member, Corchado, Emilio, Editorial Board Member, Davendra, Donald, Editorial Board Member, Ilachinski, Andrew, Editorial Board Member, Lampinen, Jouni, Editorial Board Member, Middendorf, Martin, Editorial Board Member, Ott, Edward, Editorial Board Member, Pan, Linqiang, Editorial Board Member, Păun, Gheorghe, Editorial Board Member, Richter, Hendrik, Editorial Board Member, Rodriguez-Aguilar, Juan A., Editorial Board Member, Rössler, Otto, Editorial Board Member, Snasel, Vaclav, Editorial Board Member, Vondrák, Ivo, Editorial Board Member, Zenil, Hector, Editorial Board Member, and Kendon, Vivien, editor

Published
2020
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10. In Materio Computation Using Carbon Nanotubes

Author

Miller, Julian F., Hickinbotham, Simon J., Amos, Martyn, Rozenberg, Grzegorz, Series Editor, Bäck, Thomas, Series Editor, Eiben, A.E., Series Editor, Kok, Joost N., Series Editor, Spaink, Herman P., Series Editor, Stepney, Susan, editor, Rasmussen, Steen, editor, and Amos, Martyn, editor

Published
2018
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11. Tutorials at PPSN 2018

Author

Pappa, Gisele Lobo, Emmerich, Michael T. M., Bazzan, Ana, Browne, Will, Deb, Kalyanmoy, Doerr, Carola, Ðurasević, Marko, Epitropakis, Michael G., Haraldsson, Saemundur O., Jakobovic, Domagoj, Kerschke, Pascal, Krawiec, Krzysztof, Lehre, Per Kristian, Li, Xiaodong, Lissovoi, Andrei, Malo, Pekka, Martí, Luis, Mei, Yi, Merelo, Juan J., Miller, Julian F., Moraglio, Alberto, Nebro, Antonio J., Nguyen, Su, Ochoa, Gabriela, Oliveto, Pietro, Picek, Stjepan, Pillay, Nelishia, Preuss, Mike, Schoenauer, Marc, Senkerik, Roman, Sinha, Ankur, Shir, Ofer, Sudholt, Dirk, Whitley, Darrell, Wineberg, Mark, Woodward, John, Zhang, Mengjie, Hutchison, David, Series Editor, Kanade, Takeo, Series Editor, Kittler, Josef, Series Editor, Kleinberg, Jon M., Series Editor, Mattern, Friedemann, Series Editor, Mitchell, John C., Series Editor, Naor, Moni, Series Editor, Pandu Rangan, C., Series Editor, Steffen, Bernhard, Series Editor, Terzopoulos, Demetri, Series Editor, Tygar, Doug, Series Editor, Weikum, Gerhard, Series Editor, Auger, Anne, editor, Fonseca, Carlos M., editor, Lourenço, Nuno, editor, Machado, Penousal, editor, Paquete, Luís, editor, and Whitley, Darrell, editor

Published
2018
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13. Evolution in Materio: Exploiting the Physics of Materials for Computation

Author

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

Subjects
Condensed Matter - Other Condensed Matter, Condensed Matter - Materials Science
Abstract

We describe several techniques for using bulk matter for special purpose computation. In each case it is necessary to use an evolutionary algorithm to program the substrate on which the computation is to take place. In addition, the computation comes about as a result of nearest neighbour interactions at the nano- micro- and meso-scale. In our first example we describe evolving a saw-tooth oscillator in a CMOS substrate. In the second example we demonstrate the evolution of a tone discriminator by exploiting the physics of liquid crystals. In the third example we outline using a simulated magnetic quantum dot array and an evolutionary algorithm to develop a pattern matching circuit. Another example we describe exploits the micro-scale physics of charge density waves in crystal lattices. We show that vastly different resistance values can be achieved and controlled in local regions to essentially construct a programmable array of coupled micro-scale quasiperiodic oscillators. Lastly we show an example where evolutionary algorithms could be used to control density modulations, and therefore refractive index modulations, in a fluid for optical computing.

Published
2006

17. Evolving Carbon Nanotube Reservoir Computers

Author

Dale, Matthew, Miller, Julian F., Stepney, Susan, Trefzer, Martin A., Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Amos, Martyn, editor, and CONDON, ANNE, editor

Published
2016
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18. Iterative Cartesian Genetic Programming: Creating General Algorithms for Solving Travelling Salesman Problems

Author

Ryser-Welch, Patricia, Miller, Julian F., Swan, Jerry, Trefzer, Martin A., Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Heywood, Malcolm I., editor, McDermott, James, editor, Castelli, Mauro, editor, Costa, Ernesto, editor, and Sim, Kevin, editor

Published
2016
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26. Evolution and Analysis of a Robot Controller Based on a Gene Regulatory Network

Author

Trefzer, Martin A., Kuyucu, Tüze, Miller, Julian F, Tyrrell, Andy M., Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Tempesti, Gianluca, editor, Tyrrell, Andy M., editor, and Miller, Julian F., editor

Published
2010
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27. Introducing Flexibility in Digital Circuit Evolution: Exploiting Undefined Values in Binary Truth Tables

Author

Ledwith, Ricky D., Miller, Julian F., Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Tempesti, Gianluca, editor, Tyrrell, Andy M., editor, and Miller, Julian F., editor

Published
2010
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28. Evolutionary Approach for Finding Correlation Immune Boolean Functions of Order t with Minimal Hamming Weight

Author

Picek, Stjepan, Guilley, Sylvain, Carlet, Claude, Jakobovic, Domagoj, Miller, Julian F., Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Dediu, Adrian-Horia, editor, Magdalena, Luis, editor, and Martín-Vide, Carlos, editor

Published
2015
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29. Evolutionary Methods for the Construction of Cryptographic Boolean Functions

Author

Picek, Stjepan, Jakobovic, Domagoj, Miller, Julian F., Marchiori, Elena, Batina, Lejla, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Machado, Penousal, editor, Heywood, Malcolm I., editor, McDermott, James, editor, Castelli, Mauro, editor, García-Sánchez, Pablo, editor, Burelli, Paolo, editor, Risi, Sebastian, editor, and Sim, Kevin, editor

Published
2015
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31. Mecobo: A Hardware and Software Platform for In Materio Evolution

Author

Lykkebø, Odd Rune, Harding, Simon, Tufte, Gunnar, Miller, Julian F., Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Kobsa, Alfred, Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Ibarra, Oscar H., editor, Kari, Lila, editor, and Kopecki, Steffen, editor

Published
2014
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32. Cartesian Genetic Programming on the GPU

Author

Harding, Simon, Miller, Julian F., Rozenberg, Grzegorz, Series editor, Bäck, Thomas, Series editor, Eiben, Agoston E., Series editor, Kok, Joost N., Series editor, Spaink, Herman P., Series editor, Tsutsui, Shigeyoshi, editor, and Collet, Pierre, editor

Published
2013
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33. Semantic Bias in Program Coevolution

Author

Seaton, Tom, Miller, Julian F., Clarke, Tim, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Krawiec, Krzysztof, editor, Moraglio, Alberto, editor, Hu, Ting, editor, Etaner-Uyar, A. Şima, editor, and Hu, Bin, editor

Published
2013
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35. An Ecological Approach to Measuring Locality in Linear Genotype to Phenotype Maps

Author

Seaton, Tom, Miller, Julian F., Clarke, Tim, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Moraglio, Alberto, editor, Silva, Sara, editor, Krawiec, Krzysztof, editor, Machado, Penousal, editor, and Cotta, Carlos, editor

Published
2012
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37. RBN-World : A Sub-symbolic Artificial Chemistry

Author

Faulconbridge, Adam, Stepney, Susan, Miller, Julian F., Caves, Leo S. D., Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Goebel, Randy, editor, Siekmann, Jörg, editor, Wahlster, Wolfgang, editor, Kampis, George, editor, Karsai, István, editor, and Szathmáry, Eörs, editor

Published
2011
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38. Analytic Solutions to Differential Equations under Graph-Based Genetic Programming

Author

Seaton, Tom, Brown, Gavin, Miller, Julian F., Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Esparcia-Alcázar, Anna Isabel, editor, Ekárt, Anikó, editor, Silva, Sara, editor, Dignum, Stephen, editor, and Uyar, A. Şima, editor

Published
2010
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40. Self Modifying Cartesian Genetic Programming: Fibonacci, Squares, Regression and Summing

Author

Harding, Simon, Miller, Julian F., Banzhaf, Wolfgang, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Vanneschi, Leonardo, editor, Gustafson, Steven, editor, Moraglio, Alberto, editor, De Falco, Ivanoe, editor, and Ebner, Marc, editor

Published
2009
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41. Multiple Network CGP for the Classification of Mammograms

Author

Völk, Katharina, Miller, Julian F., Smith, Stephen L., Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Giacobini, Mario, editor, Brabazon, Anthony, editor, Cagnoni, Stefano, editor, Di Caro, Gianni A., editor, Ekárt, Anikó, editor, Esparcia-Alcázar, Anna Isabel, editor, Farooq, Muddassar, editor, Fink, Andreas, editor, and Machado, Penousal, editor

Published
2009
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42. Tutorials at PPSN 2018

Author

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

Published
2018
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43. Breaking the Synaptic Dogma: Evolving a Neuro-inspired Developmental Network

Author

Khan, Gul Muhammad, Miller, Julian F., Halliday, David M., Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Li, Xiaodong, editor, Kirley, Michael, editor, Zhang, Mengjie, editor, Green, David, editor, Ciesielski, Vic, editor, Abbass, Hussein, editor, Michalewicz, Zbigniew, editor, Hendtlass, Tim, editor, Deb, Kalyanmoy, editor, Tan, Kay Chen, editor, Branke, Jürgen, editor, and Shi, Yuhui, editor

Published
2008
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44. A Developmental Gene Regulation Network for Constructing Electronic Circuits

Author

Zhan, Song, Miller, Julian F., Tyrrell, Andy M., Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Hornby, Gregory S., editor, Sekanina, Lukáš, editor, and Haddow, Pauline C., editor

Published
2008
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45. Coevolution of Neuro-developmental Programs That Play Checkers

Author

Khan, Gul Muhammad, Miller, Julian F., Halliday, David M., Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Hornby, Gregory S., editor, Sekanina, Lukáš, editor, and Haddow, Pauline C., editor

Published
2008
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46. The Input Pattern Order Problem: Evolution of Combinatorial and Sequential Circuits in Hardware

Author

Trefzer, Martin, Kuyucu, Tüze, Greensted, Andrew, Miller, Julian F., Tyrrell, Andy M., Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Hornby, Gregory S., editor, Sekanina, Lukáš, editor, and Haddow, Pauline C., editor

Published
2008
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49. A Biological Development Model for the Design of Robust Multiplier

Author

Liu, Heng, Miller, Julian F., Tyrrell, Andy M., Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Dough, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Rothlauf, Franz, editor, Branke, Jürgen, editor, Cagnoni, Stefano, editor, Corne, David Wolfe, editor, Drechsler, Rolf, editor, Jin, Yaochu, editor, Machado, Penousal, editor, Marchiori, Elena, editor, Romero, Juan, editor, Smith, George D., editor, and Squillero, Giovanni, editor

Published
2005
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50. Evolution of Robot Controller Using Cartesian Genetic Programming

Author

Harding, Simon, Miller, Julian F., Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Dough, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Keijzer, Maarten, editor, Tettamanzi, Andrea, editor, Collet, Pierre, editor, van Hemert, Jano, editor, and Tomassini, Marco, editor

Published
2005
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