Evolutionary Visual Art and Design

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Referenz

Lewis, Matthew: Evolutionary Visual Art and Design. In: Romero, Juan; Machado, Penousal: The Art of Artificial Evolution. Springer, Berlin, 2007. S. 3-37.

DOI

http://link.springer.com/10.1007/978-3-540-72877-1_1


Abstract

This chapter presents an introduction to the different artistic design domains that make use of interactive evolutionary design approaches, the techniques they use, and many of the challenges arising. After a brief introduction to concepts and terminology common to most artificial genetic design, there is a survey of artistic evolutionary systems and related research for evolving images and forms. While the focus is primarily on purely aesthetic fitness landscapes, the survey also ventures into areas such as product design and architecture. The overview shifts from technique to application as organizational strategies, as appropriate. After briefly surveying additional information sources, the chapter concludes with a discussion of major topics of relevance to evolutionary system designers, providing context for the following chapters. It is hoped that this snapshot of the state of the field will increase exposure to projects and issues, discussion amongst participants, and ultimately the accessibility of these techniques and approaches.

Extended Abstract

Bibtex

@incollection{
year={2008},
isbn={978-3-540-72876-4},
booktitle={The Art of Artificial Evolution},
series={Natural Computing Series},
editor={Romero, Juan and Machado, Penousal},
doi={10.1007/978-3-540-72877-1_1},
title={Evolutionary Visual Art and Design},
url={http://dx.doi.org/10.1007/978-3-540-72877-1_1 http://de.evo-art.org/index.php?title=Evolutionary_Visual_Art_and_Design },
publisher={Springer Berlin Heidelberg},
author={Lewis, Matthew},
pages={3-37},
language={English}
}

Used References

Dawkins, R. (1986). The Blind Watchmaker. Penguin Books

Sims, K. (1991). Artificial evolution for computer graphics. ACM Computer Graphics, 25(4): 319–328

Todd, S., Latham, W. (1992). Evolutionary Art and Computers. Academic Press

Lewis, M. (2006). Visual aesthetic evolutionary design links. http://accad.osu.edu/∽mlewis/aed.html 404

World, L. (1996). Aesthetic selection: The evolutionary art of Steven Rooke. IEEE Computer Graphics And Applications, 16: 4

Whitelaw, M. (2004). Metacreation: Art and Artificial Life. MIT Press

Rooke, S. (2006). The Evolutionary Art of Steven Rooke. http://www.azstarnet.com/∽srooke/ 404

Internet Archive (2006). Wayback Machine. http://www.archive.org

Unemi, T. (1999). SBART2.4: Breeding 2D CG Images and Movies, and Creating a type of Collage. In: The Third International Conference on Knowledge-based Intelligent Information Engineering Systems. Adelaide, Australia, 288–291

Unemi, T. (2006). SBART home page. http://www.intlab.soka.ac.jp/∽unemi/sbart/ 404

Hart, D. (2006). D. a. hart abstract art. http://dahart.com

Bacon, D. (2003). geneticArt IV. http://www.accesscom.com/∽darius/hacks/evoart/ 404

Davidson, A. (1999). Biography – evolutionary image explorer. http://spaz.ca/aaron/SCS/biography/

Kleiwig, P. (2006). Genetic art. http://www.let.rug.nl/kleiweg/genart/genart.html

Maxwell, J.A. (2006). Image evolve applet. http://www.acm.vt.edu/∽ jmaxwell/evolve/ 404

Mills, A. (2006). Evolutionary art gallery. http://www.ashleymills.com/?q=gallery 404

Saunders, R. (2006). Evol. http://wwwpeople.arch.usyd.edu.au/∽ rob/applets/genart/GenArt.html 404

Ellingsen, E. (2006). Steike genetic art. http://steike.com/GeneticArt

Gerstmann, D. (2004). Spawner. http://home.myuw.net/dgerstma/content/graphics/programs/spawner.shtml 404

McAllister, D. (2006). David McAllister’s Genetic Art. http://home.comcast.net/∽davemc0/GenArt/ 404

Baluja, S., Pomerleau, D., Jochem, T. (1994). Towards automated artificial evolution for computer-generated images. Connection Science, 6(2 and 3): 325–354

Greenfield, G.R. (1998). New directions for evolving expressions. In: BRIDGES: Mathematical Connections in Art, Music and Science

Greenfield, G.R. (1999). On understanding the search problem for image spaces. In: BRIDGES: Mathematical Connections in Art, Music and Science

Greenfield, G.R. (2000). Mathematical building blocks for evolving expressions. In: BRIDGES: Mathematical Connections in Art, Music and Science

Machado, P., Cardoso, A. (2003). NEvAr – system overview. In: Proceedings of Generative Art 2003. Milan, Italy

U&I Software, LLC (2003). Artmatic. http://www.artmatic.com/

Day, T. (2006). Evolvotron. http://www.bottlenose.demon.co.uk/share/evolvotron/

Jourdan, T. (2006). Kandid, a genetic art project. http://kandid.sourceforge.net/

Software, S. (2006). Genetic art gallery. http://softology.com.au/gallery/galleryga.htm 404

Witbrock, M., Neil-Reilly, S. (1999). Evolving genetic art. In Bentley, P.J., ed.: Evolutionary Design by Computers. Morgan Kaufmann, 251–259

Mount, J. (2006). geneticArt IV. http://mzlabs.com/gart/g4.html

Lee, J. (2006). Evolve. http://artdent.homelinux.net/evolve/ 404

Draves, S. (2006). Electric sheep. http://electricsheep.org/

Gatarski, R. (1999). Evolutionary banners: An experiment with automated advertising design. In: Proceedings of COTIM 99

Hemert, J.I.V., Jansen, M. (2001). An engineering approach to evolutionary art. In: Proceedings of the Genetic and Evolutionary Computation Conference. Springer, 177

Sims, K. (1993). Interactive evolution of equations for procedural models. The Visual Computer, 9: 466–476

Hobden, A. (1994). Genetic Algorithms for Graphics Textures. Technical Report EPCC-SS94-03. Edinburgh Parallel Computing Centre (EPCC)

Ibrahim, A.E.M. (1998). Genshade: An Evolutionary Approach to Automatic and Interactive Procedural Texture Generation. PhD thesis. Architecture, Texas A&M University

Hewgill, A., Ross, B.J. (2004). Procedural 3D texture synthesis using genetic programming. Computers and Graphics Journal, 28(4): 569–584

DiPaola, S. (2005). a body of work. http://dipaola.org/steve/

Wiens, A.L., Ross, B.J. (2002). Gentropy: Evolutionary 2D texture generation. Computers and Graphics, 26(1): 75–88

Ross, B.J., Ralph, W., Hai, Z. (2006). Evolutionary image synthesis using a model of aesthetics. In Yen, G.G., Lucas, S.M., Fogel, G., Kendall, G., Salomon, R., Zhang, B.T., Coello, C.A.C., Runarsson, T.P., eds.: Proceedings of the 2006 IEEE Congress on Evolutionary Computation. Vancouver, BC, Canada. IEEE Press, 1087–1094

Draves, S. (2005). The electric sheep screen-saver: A case study in aesthetic evolution. In Rothlauf, F., Branke, J., Cagnoni, S., Corne, D.W., Drechsler, R., Jin, Y., Machado, P., Marchiori, E., Romero, J., Smith, G.D., Squillero, G., eds.: Applications of Evolutionary Computing, EvoWorkshops 2005: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoMUSART, and EvoSTOC. Vol. 3449 of Lecture Notes in Computer Science. Springer, 458–467

Chapuis, J., Lutton, E. (2001). ArtiE-Fract: Interactive evolution of fractals. In: Proceedings of Generative Art 2001. Milan, Italy

Lutton, E., Cayla, E., Chapuis, J. (2003). ArtiE-fract: The artist’s viewpoint. In Raidl, G.R., Cagnoni, S., Cardalda, J.J.R., Corne, D.W., Gottlieb, J., Guillot, A., Hart, E., Johnson, C.G., Marchiori, E., Meyer, J.A., Middendorf, M., eds.: Applications of Evolutionary Computing, EvoWorkshops2003: EvoBIO, EvoCOP, EvoIASP, EvoMUSART, EvoROB, EvoSTIM. Vol. 2611 of LNCS. University of Essex, England, UK. Springer, 510–521

Rowley, H.A. (2006). Genetic art. http://www.cs.cmu.edu/∽ har/GeneticArt.html 404

Yoshiaki, I. (2006). Genetic programming fractal images. http://www.bekkoame.ne.jp/∽ ishmnn/gallery/gp-image2.html 404

Ventrella, J. (2004). Self portraits in fractal space. http://www.ventrella.com/Tweaks/Portraits/

Rowley, T. (1994). A Toolkit for Visual Genetic Programming. Technical Report GCG-74. The Geometry Center, University of Minnesota

Lund, H.H., Pagliarini, L., Miglino, O. (1995). Artistic design with genetic algorithms and neural networks. In Alander, J.T., ed.: Proceedings of 1NWGA. University of Vaasa, Vaasa

Fagerlund, M. (2006). GeneticArt. http://www.cambrianlabs.com/mattias/GeneticArt/ 404

Stanley, K.O. (2006). Evolution of a spaceship. http://www.cs.utexas.edu/users/kstanley/rocket.html

Ferstl, H. (2006). Genetic art. http://sephi.axinom.de/Blog/PermaLink.aspx?guid=a0affef8-eb07-4ad8-8942-be5d481dbc0f 404

Kelly, M. (1999). Evol-artists – a new breed entirely. EvoNews, 11

Saunders, R., Gero, J. (2001). The digital clockwork muse: A computational model of aesthetic evolution. In Wiggins, G., ed.: Proceedings of the AISB Symposium on AI and Creativity in Arts and Science. York, UK

McGuire, M. (2000). Artificial animator (evolver). http://www.cs.brown.edu/people/morgan/aa/

Machado, P., Dias, A., Duarte, N., Cardoso, A. (2002). Giving colour to images. In Cardoso, A., Wiggins, G., eds.: AI and Creativity in Arts and Science. Imperial College, United Kingdom A symposium as part of AISB’02.

Greenfield, G.R. (2004). Automated recoloring of evolved designs using evolved palettes. Journal of Mathematics & Design, 4(1): 47–54

Graf, J., Banzhaf, W. (1995). Interactive evolution of images. In Fogel, D.B., ed.: Proceedings of the Fourth Annual Conference on Evolutionary Programming, 53–65

Poli, R., Cagnoni, S. (1997). Evolution of pseudo-colouring algorithms for image enhancement with interactive genetic programming. In: Proceedings of the Second International Conference on Genetic Programming, GP’97. Morgan Kaufmann, 269–277

Ransen Software (2006). Genetic art and natural color schemes. http://www.ransen.com/Articles/GenArt.htm

QBeo, Inc. (2001). PhotoGenetics 2.0. http://www.imaging-resource.com/SOFT/PGEN2/PGEN2.HTM

Wolfer, J. (2005). A neuro-genetic hybrid motif generator for genetic art. In: Computer Graphics and Imaging, 31–36

Collomosse, J.P., Hall, P.M. (2005). Salience-adaptive painterly rendering using genetic search. Intl. Journal on Artificial Intelligence Tools (IJAIT), 14(4)

Collomosse, J.P. (2006). Supervised genetic search for parameter selection in painterly rendering. In Rothlauf, F., Branke, J., Cagnoni, S., Costa, E., Cotta, C., Drechsler, R., Lutton, E., Machado, P., Moore, J.H., Romero, J., Smith, G.D., Squillero, G., Takagi, H., eds.: Applications of Evolutionary Computing, EvoWorkshops2006: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoInteraction, EvoMUSART, EvoSTOC. Vol. 3907 of LNCS. Budapest. Springer, 599–610

Caldwell, C., Johnston, V. (1991). Tracking a criminal suspect through “face-space” with a genetic algorithm. In: 4th Int. Conf. on Genetic Algorithms, 416–421

Johnston, V. (2006). FacePrints research site. http://web.mac.com/vicjohn/iWeb/FacePrints/Welcome.html 404

Hancock, P., Frowd, C. (1999). Evolutionary generation of faces. In: Proceedings of the AISB Symposium on Creative Evolutionary Systems (CES). The Society for the Study of Artificial Intelligence and Simulation of Behavior (AISB), 93–99

Takagi, H., Kishi, K. (1999). On-line knowledge embedding for an interactive EC-based montage system. In: Interactive Evolutionary Computation: Fusion of the Capacities of EC Optimization and Human Evaluation. Adelaide, SA, Australia, 280–283

Lim, I.S. (1995). Evolving facial expressions. In: Proceedings of IEEE International Conference on Evolutionary Computation. Perth, Australia, 515–520

Aupetit, S., Bordeau, V., Monmarche, N., Slimane, M., Venturini, G. (2003). Interactive evolution of ant paintings. In Sarker, R., Reynolds, R., Abbass, H., Tan, K.C., McKay, B., Essam, D., Gedeon, T., eds.: Proceedings of the 2003 Congress on Evolutionary Computation CEC2003. Canberra. IEEE Press, 1376–1383

Greenfield, G.R. (2005). Evolutionary methods for ant colony paintings. In Rothlauf, F., Branke, J., Cagnoni, S., Corne, D.W., Drechsler, R., Jin, Y., Machado, P., Marchiori, E., Romero, J., Smith, G.D., Squillero, G., eds.: Applications of Evolutionary Computing, EvoWorkshops2005: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoMUSART, EvoSTOC. Vol. 3449 of LNCS. Lausanne, Switzerland. Springer, 478–487

Greenfield, G.R. (2006). Robot paintings evolved using simulated robots. In Rothlauf, F., Branke, J., Cagnoni, S., Costa, E., Cotta, C., Drechsler, R., Lutton, E., Machado, P., Moore, J.H., Romero, J., Smith, G.D., Squillero, G., Takagi, H., eds.: Applications of Evolutionary Computing, EvoWorkshops 2006: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, and EvoSTOC. Vol. 3907 of Lecture Notes in Computer Science. Springer, 611–621

Urbano, P. (2006). Consensual paintings. In Rothlauf, F., Branke, J., Cagnoni, S., Costa, E., Cotta, C., Drechsler, R., Lutton, E., Machado, P., Moore, J.H., Romero, J., Smith, G.D., Squillero, G., Takagi, H., eds.: Applications of Evolutionary Computing, EvoWorkshops 2006: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, and EvoSTOC. Vol. 3907 of Lecture Notes in Computer Science. Springer, 622–632

Moura, L., Ramos, V. (2006). Swarm paintings: Non-human art. http://alfa.ist.utl.pt/∽ cvrm/staff/vramos/aswarm.html 404

Ramos, V. (2002). On the implicit and on the artificial – morphogenesis and emergent aesthetics in autonomous collective systems. In Maubant, J.L., et al., eds.: ARCHITOPIA Book, Art, Architecture and Science. Institut d’art Contemporain, 25–57

Kwong, H., Jacob, C. (2003). Evolutionary exploration of dynamic swarm behaviour. In Sarker, R., Reynolds, R., Abbass, H., Tan, K.C., McKay, B., Essam, D., Gedeon, T., eds.: Proceedings of the 2003 Congress on Evolutionary Computation CEC2003. Canberra. IEEE Press, 367–374

Dudek, G. (2001). Genetic art. http://www.cim.mcgill.ca/∽ dudek/ga.html 404

Dehlinger, H.E. (1998). The artist’s intentions and genetic coding in algorithmically generated drawings. In: Proceedings of Generative Art 1998. Milan, Italy

Baker, E. (1993). Evolving line drawings. In Forrest, S., ed.: Proceedings of the Fifth International Conference on Genetic Algorithms. San Mateo, CA. Morgan Kaufman

Pagliarini, L., Parisi, D. (1996). Face-It project. In: Proceedings of XV Italian Congress on Experimental Psychology. Italian Psychologist Association, 38–41

Nishio, K., et al. (1997). Fuzzy fitness assignment in an interactive genetic algorithm for a cartoon face search. In Sanchez, E., Shibata, T., Zadeh, L.A., eds.: Genetic Algorithms and Fuzzy Logic Systems: Soft Computing Perspectives. Vol. 7. World Scientific

Lewis, M. (2000). Aesthetic evolutionary design with data flow networks. In: Proceedings of Generative Art 2000. Milan, Italy

Lund, A. (2000). Evolving the shape of things to come: A comparison of direct manipulation and interactive evolutionary design. In: Proceedings of Generative Art 2000. Milan, Italy

Schmitz, M. (2004). genoTyp, an experiment about genetic typography. In: Proceedings of Generative Art 2004. Milan, Italy

Levin, G., Feinberg, J., Curtis, C. (2006). Alphabet synthesis machine. http://alphabet.tmema.org

Butterfield, I., Lewis, M. (2000). Evolving fonts. http://accad.osu.edu/∽ mlewis/AED/Fonts/ 404

Unemi, T. (2003). An IEC-based support system for font design. In: 2003 IEEE International Conference on Systems, Man and Cybernetics, 968–973

Ashmore, L. (2006). An investigation into evolutionary art using cartesian genetic programming. http://www.emoware.org/evolutionary\_art.asp 404

Lewis, M. (2001). Creating Continuous Design Spaces for Interactive Genetic Algorithms with Layered, Correlated, Pattern Functions. PhD thesis. Ohio State University

Bachelier, G. (2006). Evolutionary art. http://www.vi-anec.de/Trance-Art/Evo-Kunst/Evo-Kunst-Beschreibungen/GBGesamt-Kunstprozess\_e.html 404

McCabe, J. (2006). The front exhibition. http://sf.anu.edu.au/∽jrm900/The\_Front/ 404

McCabe, J. (2006). Personal communication

Greenfield, G.R. (2004). Tilings of sequences of co-evolved images. In Raidl, G.R., Cagnoni, S., Branke, J., Corne, D.W., Drechsler, R., Jin, Y., Johnson, C., Machado, P., Marchiori, E., Rothlauf, F., Smith, G.D., Squillero, G., eds.: Applications of Evolutionary Computing, EvoWorkshops2004: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoMUSART, EvoSTOC. Vol. 3005 of LNCS. Coimbra, Portugal. Springer, 427–436

Greenfield, G.R. (2004). The void series – generative art using regulatory genes. In: Proceedings of Generative Art 2004. Milan, Italy

Monmarché, N., Nocent, G., Slimane, M., Venturini, G. (1999). Imagine: A tool for generating HTML style sheets with an interactive genetic algorithm on genes frequencies. In: IEEE International Conference on Systems, Man, and Cybernetics (SMC’99). Vol. 3. Tokyo, Japan, 640–645

Oliver, A., Monmarché, N., Venturini, G. (2002). Interactive design of web sites with a genetic algorithm. In: Proceedings of the IADIS International Conference WWW/Internet. Lisbon, Portugal, 355–362

Rowbottom, A. (1999). Evolutionary art and form. In Bentley, P.J., ed.: Evolutionary Design by Computers. Morgan Kaufmann, 261–277

Lintermann, B. (1997). Morphogenesis. http://www.bernd-lintermann.de/morphogenesis.html

Braid Media Arts (2006). GroBoto. http://www.groboto.com/

Notting Hill Publishing (2001). Cybertation. http://www.simonyi.ox.ac.uk/dawkins/WorldOfDawkins-archive/Dawkins/Work%/CDROMs/cdrom.shtml 404

Todd, S., Latham, W. (1999). The mutation and growth of art by computers. In Bentley, P.J., ed.: Evolutionary Design by Computers. Morgan Kaufmann, 221–250

Latham, W. (2006). Design. http://www.doc.gold.ac.uk/∽mas01whl/themes/design.htm 404

Watabe, H., Okino, N. (1993). A study on genetic shape design. In Forrest, S., ed.: Proceedings of the Fifth International Conference on Genetic Algorithms. Urbana-Champaign, IL, 445–450

McGuire, F. (1993). The origins of sculpture: Evolutionary 3D design. IEEE Computer Graphics and Applications, 13(1): 9–11

Das, S., Franguidakis, T., Papka, M., DeFanti, T.A., Sandin, D.J. (1994). A genetic programming application in virtual reality. In: Proceedings of the First IEEE Conference on Evolutionary Computation. Vol. 1. Orlando, Florida, USA. IEEE Press, 480–484

Bedwell, E.J., Ebert, D.S. (1999). Artificial evolution of algebraic surfaces. Proceedings Implicit Surfaces ’99

Jones, M.W. (1999). Direct surface rendering of general and genetically bred implicit surfaces. In: Proceedings of the 17th Annual Conference of Eurographics (UK Chapter). Cambridge, 37–46

Jacob, C., Kwong, H., Wyvill, B. (2001). Toward the creation of an evolutionary design system for implicit surfaces. In: Western Computer Graphics Symposium. Sun Peaks Resort, BC, Canada

Nishino, H., Takagi, H., Utsumiya, K. (2000). A Digital Prototyping System for Designing Novel 3D Geometries. In: 6th International Conference on Virtual Systems and Multimedia. Ogaki, Gifu, Japan, 473–482

Tabuada, P., Alves, P., Gomes, J., Rosa, A. (1998). 3D Artificial Art by Genetic Algorithms. In: Proceedings of the Workshop on Evolutionary Design at Artificial Intelligence in Design – AID’ 98, 18–21

Graham, I.J., Wood, R.L., Case, K. (1999). Evolutionary form design: The application of genetic algorithmic techniques to computer aided product design. In: Proceedings of the 15th National Conference on Manufacturing Research (NCMR). Vol. 13 of Advances in Manufacturing Technology

Kuriyama, S., Kaneko, T. (1999). Morphogenic synthesis of free-form shapes. In: First Iteration Conference, 106–115

Thomas, D. (2003). Aesthetic selection of morphogenetic art forms. Kybernetes: The International Journal of Systems & Cybernetics, 32: 144–155

Rowland, D., Biocca, F. (2002). Evolutionary cooperative design methodology: The genetic sculpture park. Leonardo, 35(2): 193–196

Ebner, M. (2003). Evolutionary design of objects using scene graphs. In Ryan, C., Soule, T., Keijzer, M., Tsang, E., Poli, R., Costa, E., eds.: Proceedings of the 6th European Conference on Genetic Programming. Essex, UK. Springer, 47–58

Pontecorvo, M.S. (1998). Designing the undesigned: Emergence as a tool for design. In: Proceedings of Generative Art 1998. Milan, Italy

Rowland, D.A. (1998). Computer Graphic Control over Human Face and Head Appearance, Genetic Optimisation of Perceptual Characteristics. PhD thesis. Michigan State University

Bentley, P.J. (1999). From coffee tables to hospitals: Generic evolutionary design. In Bentley, P.J., ed.: Evolutionary Design by Computers. Morgan Kaufmann, 405–423

Nakanishi, Y. (1996). Applying evolutionary systems to design aid system. In: ALIFE V Poster presentations, 147–154

Kim, H.S., Cho, S.B. (2000). Genetic algorithm with knowledge-based encoding for interactive fashion design. In: Lecture Notes in Artificial Intelligence. Springer, 404–414

Cho, S.B. (2002). Towards creative evolutionary systems with interactive genetic algorithm. Applied Intelligence, 16(2): 129–138

Lee, H.C., Tang, M.X. (2004). Evolutionary shape grammars for product design. In: Proceedings of Generative Art 2004. Milan, Italy

Hornby, G. (2004). Functional scalability through generative representations: The evolution of table designs. Environment and Planning B: Planning and Design, 31(4): 569–587

Genometri Ltd (2006). Genometri. http://www.genometri.com

Icosystem Corporation (2002). The hunch engine. http://icosystem.com/hunch.htm 404

Affinnova, Inc. (2006). Affinnova: From concept to launch. http://www.affinnova.com

Prusinkiewicz, P.W., Lindenmayer, A. (1990). The Algorithmic Beauty of Plants. Springer

McCormack, J. (1993). Interactive evolution of L-System grammars for computer graphics modelling. In Green, D., Bossomaier, T., eds.: Complex Systems: From Biology to Computation. ISO Press, Amsterdam

McCormack, J. (2004). Impossible Nature: The Art of Jon McCormack. Australian Centre for the Moving Image

Traxler, C., Gervautz, M. (1996). Using Genetic Algorithms to Improve the Visual Quality of Fractal Plants Generated with CSG-PL-Systems. Technical Report TR-186-2-96-04. Institute of Computer Graphics, Vienna University of Technology

Jacob, C. (2001). Illustrating Evolutionary Computation with Mathematica. Morgan Kaufmann Publishers

Putnam, J. (2003). Grammidity. http://grammidity.sourceforge.net/

Singular Inversions (2006). FaceGen Modeller. http://www.facegen.com

DiPaola, S. (2006). Sims FaceLift. http://dipaola.org/steve/facelift.html

Lewis, M. (2000). An Implicit Surface Prototype for Evolving Human Figure Geometry. Technical Report OSU-ACCAD-11/00-TR2. ACCAD, The Ohio State University

Aoki, K., Takagi, H. (1997). 3-D CG lighting with an interactive GA. In: First International Conference on Knowledge-Based Intelligent Electronic Systems. Adelaide, SA, Australia, 296–301

Hayashida, N., Takagi, H. (2000). Visualized IEC: Interactive evolutionary computation with multidimensional data visualization. In: IEEE International Conference on Industrial Electronics, Control and Instrumentation (IECON2000). Nagoya, Japan, 2738–2743

Takagi, H. (2004). Humanized computational intelligence with interactive evolutionary computation. http://www.kyushu-id.ac.jp/∽ takagi/TAKAGI/IECpaper/IECtutorial100.pdf 404

Lewis, M., Parent, R. (2002). Interactively evolving virtual environment maps with continuous layered pattern functions. In: Computer Animation 2002 (CA 2002). Geneva, Switzerland. IEEE Computer Society, 49–54

Lewis, M. (2004). Aesthetic video filter evolution in an interactive real-time framework. In Raidl, G.R., Cagnoni, S., Branke, J., Corne, D.W., Drechsler, R., Jin, Y., Johnson, C., Machado, P., Marchiori, E., Rothlauf, F., Smith, G.D., Squillero, G., eds.: Applications of Evolutionary Computing, EvoWorkshops2004: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoMUSART, EvoSTOC. Vol. 3005 of LNCS. Coimbra, Portugal. Springer, 409–418

Lewis, M., Ruston, K. (2005). Aesthetic geometry evolution in a generic interactive evolutionary design framework. New Generation Computing

Marks, J., et al. (1997). Design Galleries: A General Approach to Setting Parameters for Computer Graphics and Animation. Technical Report TR97-14. Mitsubishi Electric Research Laboratories, Inc.

Zarzar, K.M. (2003). Use and Adaptation of Precedents in Architectural Design: Toward an Evolutionary Design Model. Delft University Press

Frazer, J. (1995). An Evolutionary Architecture. Architectural Association. London

Frazer, J., Frazer, J., Xiyu, L., Mingxi, T., Janssen, P. (2002). Generative and evolutionary techniques for building envelope design. In: Proceedings of Generative Art 2002

Gero, J., Kazakov, V. (1996). An exploration-based evolutionary model of a generative design process. Microcomputers in Civil Engineering, 11: 209–216

Gero, J.S. (1998). New models in evolutionary designing. In Bentley, P.J., ed.: AID98 Workshop on Evolutionary Design, AID98, Lisbon, 37–41

Schnier, T., Gero, J.S. (1998). From Frank Lloyd Wright to Mondrian: Transforming evolving representation. In Parmee, I.C., ed.: Adaptive Computing in Design and Manufacture. Springer. Berlin, 207–219

O’Reilly, U.M., Ramachandran, G. (1998). A preliminary investigation of evolution as a form design strategy. In Adami, C., Belew, R.K., Kitano, H., Taylor, C.E., eds.: Proceedings of the Sixth International Conference on Artificial Life. University of California, Los Angeles. MIT Press, 26–29

Testa, P., O’Reilly, U.M., Greenwold, S. (2000). Agent-based genetic programming for spatial exploration. Presented to the ACSA

Hemberg, M. (2006). Genr8. http://projects.csail.mit.edu/emergentDesign/genr8/

Hemberg, M. (2004). geneticEngine.mel. http://projects.csail.mit.edu/emergentDesign/genr8/

Coates, P., Broughton, T., Jackson, H. (1999). Exploring three-dimensional design worlds using lindenmayer systems and genetic programming. In Bentley, P.J., ed.: Evolutionary Design by Computers. Morgan Kaufmann, 323–341

Coates, P., Makris, D. (1999). Genetic programming and spatial morphogenesis. In: Proceedings of the AISB Symposium on Creative Evolutionary Systems (CES). The Society for the Study of Artificial Intelligence and Simulation of Behavior (AISB)

Miller, D.P. (1993). The generation of human-like reaching motion for an arm in an obstacle-filled 3-D static environment. PhD thesis. Ohio State University

Shibuya, M., Kita, H., Kobayashi, S. (1999). Integration of multi-objective and interactive genetic algorihtms and its application to animation design. In: IEEE International Conference on System, Man, and Cybernetics (SMC’99). Vol. 3. Tokyo, Japan, 647–651

Antonini, R. (1999). Implementing an avatar gesture development tool as a creative evolutionary collaborative system. In Bentley, P.J., Corne, D., eds.: Proceedings of the AISB Symposium on Creative Evolutionary Systems (CES). The Society for the Study of Artificial Intelligence and Simulation of Behavior (AISB)

Lim, I.S., Thalmann, D. (1999). Pro-actively interactive evolution for computer animation. In: Proceedings of Eurographics Workshop on Animation and Simulation’99 (CAS ’99). Milan, Italy. Springer, 45–52

Lim, I.S., Thalmann, D. (2000). Solve customers’ problems: Interactive evolution for tinkering with computer animation. In: Proceedings of ACM Symposium on Applied Computing (SAC 2000). Como, Italy, 404–407

Lim, I.S., Thalmann, D. (2000). Tournament selection for browsing temporal signals. In: Proceedings of ACM Symposium on Applied Computing (SAC 2000). Como, Italy, 570–573

Lapointe, F.J. (2005). Choreogenetics: The generation of choreographic variants through genetic mutations and selection. In Rothlauf, F., ed.: Genetic and Evolutionary Computation Conference, GECCO 2005, Workshop Proceedings. Washington DC, USA. ACM, 366–369

Lapointe, F.J., Époque, M. (2005). The dancing genome project: generation of a human-computer choreography using a genetic algorithm. In: ACM Multimedia. ACM, 555–558

Sims, K. (1994). Evolving 3D Morphology and Behavior by Competition. In Brooks, R., Maes, P., eds.: Artificial Life IV Proceedings. MIT Press, 28–39

Ventrella, J. (1995). Disney meets Darwin: The evolution of funny animated figures. In: Computer Animation ’95 Proceedings. Geneva, Switzerland

Gritz, L., Hahn, J.K. (1997). Genetic programming evolution of controllers for 3-D character animation. In Koza, J.R., et al., eds.: Genetic Programming 1997: Proceedings of the 2nd Annual Conference. Morgan Kaufmann, 139–146

Dorin, A. (2006). Animaland. http://www.csse.monash.edu.au/∽ aland/ 404

Nemirovsky, P., Luger-Guillaume, R. (2004). Improvisational media space: Architecture and strategies for evolution. In Raidl, G.R., Cagnoni, S., Branke, J., Corne, D.W., Drechsler, R., Jin, Y., Johnson, C., Machado, P., Marchiori, E., Rothlauf, F., Smith, G.D., Squillero, G., eds.: Applications of Evolutionary Computing, EvoWorkshops2004: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoMUSART, EvoSTOC. Vol. 3005 of LNCS. Coimbra, Portugal. Springer, 457–466

Henriques, N.A.C., Correia, N., Manzolli, J., Correia, L., Chambel, T. (2006). MovieGene: Evolutionary video production based on genetic algorithms and cinematic properties. In Rothlauf, F., Branke, J., Cagnoni, S., Costa, E., Cotta, C., Drechsler, R., Lutton, E., Machado, P., Moore, J.H., Romero, J., Smith, G.D., Squillero, G., Takagi, H., eds.: Applications of Evolutionary Computing, EvoWorkshops2006: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoInteraction, EvoMUSART, EvoSTOC. Vol. 3907 of LNCS. Budapest. Springer, 707–711

Unemi, T. (2004). Embedding movie into SBART – breeding deformed movies. In: 2004 IEEE International Conference on Systems, Man and Cybernetics, 5760–5764

Hart, D. (2006). Toward greater artistic control for interactive evolution of images and animation. SIGGRAPH Technical Sketch

Bentley, P.J. (1999). Evolutionary Design by Computers. Morgan Kaufmann

Bentley, P.J., Corne, D.W. (2001). Creative Evolutionary Systems. Morgan Kaufmann

Takagi, H. (2001). Interactive evolutionary computation: Fusion of the capabilities of EC optimization and human evaluation. Proceedings of the IEEE, 89(9): 1275–1296

Boden, M.A. (1994). Agents and creativity. Communications of the ACM, 37(7): 117–121

Musgrave, F.K. (1998). Genetic textures. In Ebert, D., ed.: Texturing and Modeling: A Procedural Approach. Academic Press, 373–384

Todd, S. (2000). Personal communication

McCormack, J. (2006). New challenges for evolutionary music and art. SIGEVOlution: Newsletter of the ACM Special Interest Group on Genetic and Evolutionary Computation, 1(1)

Simon, Jr., J.F. (2001). Every icon. http://www.numeral.com

Galanter, P. (2003). What is generative art? complexity theory as a context for art theory. In: Proceedings of Generative Art 2003. Milan, Italy

Whitelaw, M. (2001). Breeding aesthetic objects: Art and artificial evolution. In Bentley, P.J., Corne, D., eds.: Creative Evolutionary Systems. Morgan Kaufmann

Dorin, A. (2001). Aesthetic fitness and artificial evolution for the selection of imagery from the mythical infinite library. In Kelemen, Sosik, eds.: Proc. 6th European Conference on Artificial Life. Prague. Springer, 659–668

Eckert, C., Kelly, I., Stacey, M. (1999). Interactive generative systems for conceptual design: An empirical perspective. Artificial Intelligence for Engineering Design, Analysis and Manufacturing, 13: 303–320

Perlin, K. (1998). Noise, hypertexture, antialiasing, and gestures. In Ebert, D., ed.: Texturing and Modeling: A Procedural Approach. Academic Press, 209–274

Ray, T.S. (1999). Some thoughts on evolvability. http://www.hip.atr.co.jp/∽ray/pubs/evolvability/ 404

Hsu, F.C., Huang, P. (2005). Providing an appropriate search space to solve the fatigue problem in interactive evolutionary computation. New Generation Computing

Saez, Y., Isasi, P., Segovia, J., Hernandez, J.C. (2005). Reference chromosome to overcome user fatigue in iec. New Generation Computing, 23(2): 129–142

Machado, P. (2006). Personal communication

Machado, P., Romero, J., Santos, M.L., Cardoso, A., Manaris, B. (2004). Adaptive critics for evolutionary artists. In Raidl, G.R., Cagnoni, S., Branke, J., Corne, D.W., Drechsler, R., Jin, Y., Johnson, C., Machado, P., Marchiori, E., Rothlauf, F., Smith, G.D., Squillero, G., eds.: Applications of Evolutionary Computing, EvoWorkshops2004: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoMUSART, EvoSTOC. Vol. 3005 of LNCS. Coimbra, Portugal. Springer, 437–446

Machado, P., Romero, J., Cardoso, A., Santos, A. (2005). Partially interactive evolutionary artists. New Generation Computing

Romero, J., Machado, P., Santos, A., Cardoso, A. (2003). On the development of critics in evolutionary computation artists. In Raidl, G.R., Cagnoni, S., Cardalda, J.J.R., Corne, D.W., Gottlieb, J., Guillot, A., Hart, E., Johnson, C.G., Marchiori, E., Meyer, J.A., Middendorf, M., eds.: Applications of Evolutionary Computing, EvoWorkshops2003: EvoBIO, EvoCOP, EvoIASP, EvoMUSART, EvoROB, EvoSTIM. Vol. 2611 of LNCS. University of Essex, England, UK. Springer, 559–569

Greenfield, G.R. (2002). Simulated aesthetics and evolving artworks: A coevolutionary approach. Leonardo, 35(3)

Greenfield, G.R. (2003). Computational aesthetics based on gaze patterns. Presentation at ISAMA 2003 and the 6th Annual Bridges Conference

Basa, T., Go, C.A., Yoo, K.S., Lee, W.H. (2006). Using physiological signals to evolve art. In Rothlauf, F., Branke, J., Cagnoni, S., Costa, E., Cotta, C., Drechsler, R., Lutton, E., Machado, P., Moore, J.H., Romero, J., Smith, G.D., Squillero, G., Takagi, H., eds.: Applications of Evolutionary Computing, EvoWorkshops 2006: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, and EvoSTOC, Budapest, Hungary, April 10–12, 2006, Proceedings. Vol. 3907 of Lecture Notes in Computer Science. Springer, 633–641

Danto, A. (1981). The Transfiguration of the Commonplace. Harvard University Press

McCormack, J. (2005). Open problems in evolutionary music and art. In Rothlauf, F., Branke, J., Cagnoni, S., Corne, D.W., Drechsler, R., Jin, Y., Machado, P., Marchiori, E., Romero, J., Smith, G.D., Squillero, G., eds.: Applications of Evolutionary Computing, EvoWorkshops 2005: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoMUSART, and EvoSTOC. Vol. 3449 of Lecture Notes in Computer Science. Springer, 428–436

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