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Creative evolutionary systemsJuly 2001
- Editors:
- Peter J. Bentley,
- David W. Corne
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Abstract
The use of evolution for creative problem solving is one of the most exciting and potentially significant areas in computer science today. Evolutionary computation is a way of solving problems, or generating designs, using mechanisms derived from natural evolution. This book concentrates on applying important ideas in evolutionary computation to creative areas, such as art, music, architecture, and desgn. It shows how human interaction, new representations, and approaches such as open-ended evolution can extend the capabiities of evolutionary computation from optimization of existing solutions to innovation and the generation of entirely new and original solutions. This book takes a fresh look at creativity, exploring what it is and how the actions of evolution can resemble it. Examples of novel evolved solutions are presented in a variety of creative disciplines. The editors have compiled contributions by leading researchers in each discipline.
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Section: Evolutionary creativity
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Section: Evolutionary music
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Section: Creative evolutionary design
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Section: Evolutionary art
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Section: Evolutionary innovation
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Cited By
- Herrmann K, Voigt H, Pedersen T and Lehner W (2018). Multi-schema-version data management, The VLDB Journal — The International Journal on Very Large Data Bases, 27:4, (547-571), Online publication date: 1-Aug-2018.
Antunes R From Self-Portraits to Medieval Simulations Proceedings of the 8th International Conference on Digital Arts, (77-83)- Kemeling M and Haasdijk E Incorporating user feedback in embodied evolution Proceedings of the Genetic and Evolutionary Computation Conference Companion, (1685-1686)
- Eiben A EvoSphere Proceedings of the Fourth International Conference on Theory and Practice of Natural Computing - Volume 9477, (3-19)
- Topçu O and Yilmaz L Agent-supported simulation for coherence-driven workflow discovery and evaluation Proceedings of the 2014 Winter Simulation Conference, (419-428)
- Cheney N, Ritz E and Lipson H Automated vibrational design and natural frequency tuning of multi-material structures Proceedings of the 2014 Annual Conference on Genetic and Evolutionary Computation, (1079-1086)
- Gholami M and Ross B Passive solar building design using genetic programming Proceedings of the 2014 Annual Conference on Genetic and Evolutionary Computation, (1111-1118)
- García-Sánchez P A service oriented evolutionary architecture Proceedings of the 15th annual conference companion on Genetic and evolutionary computation, (1663-1666)
- Dorin A Aesthetic selection and the stochastic basis of art, design and interactive evolutionary computation Proceedings of the 15th annual conference on Genetic and evolutionary computation, (311-318)
- den Heijer E Evolving glitch art Proceedings of the Second international conference on Evolutionary and Biologically Inspired Music, Sound, Art and Design, (109-120)
- Dorin A Chance and complexity Proceedings of the Virtual Reality International Conference: Laval Virtual, (1-8)
- den Heijer E and Eiben A Evolving pop art using scalable vector graphics Proceedings of the First international conference on Evolutionary and Biologically Inspired Music, Sound, Art and Design, (48-59)
- Bergen S and Ross B Aesthetic 3d model evolution Proceedings of the First international conference on Evolutionary and Biologically Inspired Music, Sound, Art and Design, (11-22)
- de Silva Garza A Exploring the sensitivity to representation of an evolutionary algorithm for the design of shapes Proceedings of the 8th ACM conference on Creativity and cognition, (259-268)
- den Heijer E and Eiben A Evolving art with scalable vector graphics Proceedings of the 13th annual conference on Genetic and evolutionary computation, (427-434)
- McDermott J and O'Reilly U An executable graph representation for evolutionary generative music Proceedings of the 13th annual conference on Genetic and evolutionary computation, (403-410)
- Flack R and Ross B Evolution of architectural floor plans Proceedings of the 2011 international conference on Applications of evolutionary computation - Volume Part II, (313-322)
- Den Heijer E and Eiben A Evolving art using multiple aesthetic measures Proceedings of the 2011 international conference on Applications of evolutionary computation - Volume Part II, (234-243)
- Salah F and Abdalla H (2011). A knowledge-based system for enhancing conceptual design, International Journal of Computer Applications in Technology, 40:1/2, (23-36), Online publication date: 1-Feb-2011.
- Gómez de silva garza A and Zamora Lores A (2011). Evaluating an evolutionary method of design style imitation, Artificial Intelligence for Engineering Design, Analysis and Manufacturing, 25:1, (1-13), Online publication date: 1-Feb-2011.
- Graening L, Aulig N and Olhofer M Towards directed open-ended search by a novelty guided evolution strategy Proceedings of the 11th international conference on Parallel problem solving from nature: Part II, (71-80)
- Shao J, McDermott J, O'Neill M and Brabazon A Jive Proceedings of the 2010 international conference on Applications of Evolutionary Computation - Volume Part II, (341-350)
- Galanter P The problem with evolutionary art is ... Proceedings of the 2010 international conference on Applications of Evolutionary Computation - Volume Part II, (321-330)
- den Heijer E and Eiben A Comparing aesthetic measures for evolutionary art Proceedings of the 2010 international conference on Applications of Evolutionary Computation - Volume Part II, (311-320)
- Sosa R, Gero J and Jennings K Growing and destroying the worth of ideas Proceedings of the seventh ACM conference on Creativity and cognition, (295-304)
- von Mammen S and Jacob C (2009). Research frontier, IEEE Computational Intelligence Magazine, 4:3, (10-19), Online publication date: 1-Aug-2009.
- Knowles J (2009). Closed-loop evolutionary multiobjective optimization, IEEE Computational Intelligence Magazine, 4:3, (77-91), Online publication date: 1-Aug-2009.
- Bergen S Evolving stylized images using a user-interactive genetic algorithm Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers, (2745-2752)
- Dipaola S and Gabora L (2009). Incorporating characteristics of human creativity into an evolutionary art algorithm, Genetic Programming and Evolvable Machines, 10:2, (97-110), Online publication date: 1-Jun-2009.
- Bai L, Eyiyurekli M and Breen D Automated shape composition based on cell biology and distributed genetic programming Proceedings of the 10th annual conference on Genetic and evolutionary computation, (1179-1186)
- Khemka N, Novakowski S, Hushlak G and Jacob C Evolutionary design of dynamic SwarmScapes Proceedings of the 10th annual conference on Genetic and evolutionary computation, (827-834)
- Özcan E and Erçal T A genetic algorithm for generating improvised music Proceedings of the Evolution artificielle, 8th international conference on Artificial evolution, (266-277)
- Rankovic M Aesthetic selection of naked genes Proceedings of the 15th ACM international conference on Multimedia, (497-500)
- Malkin D and Lotto R Evolutionary benefits of evolvable component integration Proceedings of the 9th annual conference companion on Genetic and evolutionary computation, (2825-2830)
- Ekárt A Evolution of lace knitting stitch patterns by genetic programming Proceedings of the 9th annual conference companion on Genetic and evolutionary computation, (2457-2461)
- DiPaola S and Gabora L Incorporating characteristics of human creativity into an evolutionary art algorithm Proceedings of the 9th annual conference companion on Genetic and evolutionary computation, (2450-2456)
- Bezirtzis B, Lewis M and Christeson C Interactive evolution for industrial design Proceedings of the 6th ACM SIGCHI conference on Creativity & cognition, (183-192)
- Akashi R and Fujiimoto Y Generation of a large variety of 3-dimensional maze problems with a genetic algorithm Proceedings of the 6th international conference on Simulated Evolution And Learning, (806-813)
- Manos S, Poladian L, Bentley P and Large M A genetic algorithm with a variable-length genotype and embryogeny for microstructured optical fibre design Proceedings of the 8th annual conference on Genetic and evolutionary computation, (1721-1728)
- Fan O, Shackleton J and Kalgonova T Automation of electro-hydraulic routing design using hybrid artificially-intelligent techniques Proceedings of the 5th WSEAS international conference on Telecommunications and informatics, (457-462)
- Divina F and Aguilar-Ruiz J (2006). Biclustering of Expression Data with Evolutionary Computation, IEEE Transactions on Knowledge and Data Engineering, 18:5, (590-602), Online publication date: 1-May-2006.
- Ali A and Belal M Replicas redistribution in distributed database using creative evolutionary systems approach Proceedings of the 5th WSEAS international conference on Applied computer science, (129-134)
- de Silva Garza A and Lores A Case-Based art Proceedings of the 6th international conference on Case-Based Reasoning Research and Development, (237-251)
- Min H and Cho S Creative 3D designs using interactive genetic algorithm with structured directed graph Proceedings of the 8th Pacific Rim International Conference on Trends in Artificial Intelligence, (391-400)
- Sekanina L (2019). Evolvable computing by means of evolvable components, Natural Computing: an international journal, 3:3, (253.5-292), Online publication date: 1-Aug-2004.
- Congdon C and Mazza R GenTree Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII, (2034-2045)
- Nemirovsky P and Watson R Genetic improvisation model Proceedings of the 2003 international conference on Applications of evolutionary computing, (547-558)
- Johnson C Towards a prehistory of evolutionary and adaptive computation in music Proceedings of the 2003 international conference on Applications of evolutionary computing, (502-509)
- Ebner M Evolutionary design of objects using scene graphs Proceedings of the 6th European conference on Genetic programming, (47-58)
- Mattiussi C (2002). Review of "Digital biology: The creation of life inside computers and how it will affect us" by Peter J. Bently, Simon and Schuster 2002, Artificial Life, 8:4, (379-382), Online publication date: 1-Sep-2002.
Index Terms
- Creative evolutionary systems
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