A list of publications from my lab and with my collaborators.

133 entries « 2 of 3 »

2009

Von Mammen, Sebastian ; Jacob, Christian

The evolution of swarm grammars-growing trees, crafting art, and bottom-up design Journal Article

IEEE Computational Intelligence Magazine, 4 (3), 2009.

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von Mammen, Sebastian ; Novakowski, Scott ; Hushlak, Gerald ; Jacob, Christian

Evolutionary swarm design: How can swarm-based systems help to generate and evaluate designs Journal Article

DESIGN Principles & Practices: An International Journal, 3 , pp. 371–386, 2009.

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Esmaeili, Afshin ; Jacob, Christian

A multi-objective differential evolutionary approach toward more stable gene regulatory networks Journal Article

Biosystems, 98 (3), pp. 127–136, 2009.

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Khemka, Namrata; Hushlak, Gerald; Jacob, Christian

Interactive Evolutionary Evaluation through Spatial Partitioning of Fitness Zones Conference

evoINTERACTION 2009, 3rd European Workshop on Interactive Evolution and Humanised Computational Intelligence, 2009.

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Kendon, Tyson; Chatfield-Reed, Kate; Jacob, Christian

Building with the beeoids: guided automatic construction using pheromones Conference

GECCO, 2009.

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von Mammen, Sebastian; Jacob, Christian

Swarming for Games: Immersion in Complex Systems Conference

EvoGAMES: 1st European Workshop on Bio-inspired Algorithms in Games, EvoWorkshops, Springer Springer, T, 2009.

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2008

Pilat, Marcin; Jacob, Christian

Creature academy: a system for virtual creature evolution Inproceedings

CEC 2008, IEEE Congress on Evolutionary Computation, pp. 3289-3297, IEEE Press, 2008.

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Esmaeili, Afshin ; Jacob, Christian

Evolution by Exploration of Random Boolean Networks Inproceedings

IMS 2008, 9th International Mathematica Symposium, Maastricht, Netherlands, 2008.

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Khemka, Namrata ; Hushlak, Gerald ; Jacob, Christian

Visualization Strategies for Evolutionary Algorithms Inproceedings

IMS 2008, 9th International Mathematica Symposium, Maastricht, Netherlands, 2008.

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Khemka, Namrata ; Hushlak, Gerald ; Jacob, Christian

Evolving ARTLANDIA Computer Art Inproceedings

IMS 2008, 9th International Mathematica Symposium, Maastricht, Netherlands, 2008.

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von Mammen, Sebastian ; Jacob, Christian

Swarm-driven idea models--from insect nests to modern architecture Journal Article

WIT Transactions on Ecology and the Environment, 113 , pp. 117–126, 2008.

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von Mammen, Sebastian ; Jacob, Christian

The Spatiality of Swarms-Quantitative Analysis of Dynamic Interaction Networks. Inproceedings

ALIFE, pp. 662–669, 2008.

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Jacob, Christian

Dancing with Swarms: Utilizing Swarm Intelligence to Build, Investigate, and Control Complex Systems Incollection

Design by Evolution, pp. 69–94, Springer, 2008.

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Khemka, Namrata ; Jacob, Christian

Exploratory toolkit for evolutionary and swarm-based optimization Journal Article

Mathematica Journal, 11 (3), pp. 376, 2008.

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Bergmann, Karel P; Scheidler, Renate; Jacob, Christian

Cryptanalysis using genetic algorithms Conference

GECCO: Genetic and Evolutionary Computatio Conference, Atlanta, GA, 2008.

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von Mammen, Sebastian; Jacob, Christian

Evolutionary swarm design of architectural idea models Conference

GECCO: Genetic and Evolutionary Computatio Conference, Atlanta, GA, 2008, (<p>This article received the <b>Best Paper Award</b> at GECCO 2008.</p>).

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Esmaeili, Afshin; Jacob, Christian

Evolution of discrete gene regulatory models Conference

GECCO: Genetic and Evolutionary Computatio Conference, Atlanta, GA, 2008.

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Khemka, Namrata; Novakowski, Scott; Hushlak, Gerald; Jacob, Christian

Evolutionary design of dynamic SwarmScapes Conference

GECCO: Genetic and Evolutionary Computatio Conference, Atlanta, GA, 2008.

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Khemka, Namrata; Jacob, Christian

What Hides in Dimension X? A Quest for Visualizing Particle Swarms Conference

ANTS Conference, 2008.

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Esmaeili, Afshin; Jacob, Christian

Evolutionary exploration of Boolean networks Conference

IEEE Congress on Evolutionary Computation, 2008.

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von Mammen, Sebastian; Wong, Joyce; Jacob, Christian

Virtual Constructive Swarm Compositions and Inspirations Conference

EvoWorkshops, 2008.

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Jacob, Christian ; Hushlak, Gerald

Evolutionary and Swarm Design in Science, Art, and Music Book Chapter

Machado, P; Romero, J (Ed.): The Art of Artificial Evolution, pp. 145-166, Springer, New York, 2008.

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2007

Bhalla, Navneet ; Jacob, Christian

A framework for analyzing and creating self-assembling systems Inproceedings

Swarm Intelligence Symposium, 2007. SIS 2007. IEEE, pp. 281–288, IEEE 2007.

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Bhalla, Navneet ; Bentley, Peter J; Jacob, Christian

Mapping virtual self-assembly rules to physical systems Journal Article

Unconventional Computing, 167 , 2007.

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King, P; Lavrovsky, V; von Mammen, S; Jacob, C

Teaching bacteria how to dance Journal Article

IET Synthetic Biology, 1 (1), pp. 36–40, 2007.

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Jacob, Christian ; Von Mammen, Sebastian

Swarm grammars: growing dynamic structures in 3d agent spaces Journal Article

Digital Creativity, 18 (1), pp. 54–64, 2007.

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Jacob, Christian J; Hushlak, Gerald ; Boyd, Jeffrey E; Nuytten, Paul ; Sayles, Maxwell ; Pilat, Marcin

Swarmart: Interactive art from swarm intelligence Journal Article

Leonardo, 40 (3), pp. 248–254, 2007.

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Hornby, Gregory; Kumar, Sanjeev; Jacob, Christian

Editorial introduction to the special issue on developmental systems Journal Article

Genetic Programming and Evolvable Machines, 8 (2), pp. 111-113, 2007.

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von Mammen, Sebastian; Jacob, Christian

Genetic swarm grammar programming: Ecological breeding like a gardener Conference

IEEE Congress on Evolutionary Computation, 2007.

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2006

Houtzager, Gwen ; Jacob, Christian ; Williamson, Carey

An evolutionary approach to optimal web proxy cache placement Inproceedings

Evolutionary Computation, 2006. CEC 2006. IEEE Congress on, pp. 1552–1560, IEEE 2006.

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Jacob, Christian ; Barbasiewicz, Anna ; Tsui, Glorious

Swarms and genes: Exploring $łambda$-switch gene regulation through swarm intelligence Inproceedings

Evolutionary Computation, 2006. CEC 2006. IEEE Congress on, pp. 2535–2542, IEEE 2006.

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Jacob, Christian ; Burleigh, Ian

Genetic programming inside a cell Incollection

Genetic Programming Theory and Practice III, pp. 191–206, Springer, 2006.

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Nguyen, Quoc; Novakowski, Scott; Boyd, Jeffrey E; Jacob, Christian ; Hushlak, Gerald

Motion swarms: video interaction for art in complex environments Conference

ACM Multimedia, Santa Barbara, CA, 2006.

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Jacob, Christian ; Steil, Scott; Bergmann, Karel P

The Swarming Body: Simulating the Decentralized Defenses of Immunity Conference

ICARIS, 2006.

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2005

Jacob, Christian ; Pilat, Marcin L; Bentley, Peter J; Timmis, Jonathan

Artificial Immune Systems: 4th International Conference, ICARIS 2005, Banff, Alberta, Canada, August 14-17, 2005, Proceedings Proceeding

Springer, 3627 , 2005, ISBN: 3-540-28175-4.

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Khemka, Namrata; Jacob, Christian ; Cole, Gerald

Making soccer kicks better: a study in particle swarm optimization and evolution strategies Conference

Congress on Evolutionary Computation, Edinburgh, U.K., 2005.

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Khemka, Namrata; Jacob, Christian ; Cole, Gerald

Making soccer kicks better: a study in particle swarm optimization Conference

GECCO Workshops, 2005.

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von Mammen, Sebastian; Jacob, Christian ; 'o, Gabriella K

Evolving swarms that build 3D structures Conference

Congress on Evolutionary Computation, Edinburgh, U.K., 2005.

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2004

Jacob, Christian ; Litorco, Julius ; Lee, Leo

Immunity through swarms: Agent-based simulations of the human immune system Inproceedings

International Conference on Artificial Immune Systems, pp. 400–412, Springer 2004.

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Jacob, C; Khemka, N

Particle Swarm Optimization: An Exploration Kit for Evolutionary Optimization Inproceedings

New Ideas in Symbolic Computation: Proceedings of the Sixth International Mathematica Symposium (IMS'04), Hampshire, UK: Positive Corporation Ltd 2004.

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Jacob, Christian ; Burleigh, Ian

Biomolecular swarms - an agent-based model of the lactose operon Journal Article

Natural Computing, 3 (4), pp. 361-376, 2004.

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Boyd, Jeffrey E; Hushlak, Gerald; Jacob, Christian

SwarmArt: interactive art from swarm intelligence Conference

ACM Multimedia, 2004.

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2003

Kwong, Henry ; Jacob, Christian

Evolutionary exploration of dynamic swarm behaviour Inproceedings

Evolutionary Computation, 2003. CEC'03. The 2003 Congress on, pp. 367–374, IEEE 2003.

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Suen, Garret ; Jacob, Christian

A symbolic and graphical gene regulation model of the lac operon Inproceedings

Fifth International Mathematica Symposium, pp. 73–80, 2003.

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Hoar, Ricardo M; Penner, Joanne K; Jacob, Christian

Transcription and evolution of a virtual bacteria culture Inproceedings

Evolutionary Computation, 2003. CEC'03. The 2003 Congress on, pp. 54–61, IEEE 2003.

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Penner, Joanne ; Hoar, Ricardo ; Jacob, Christian

Bacterial chemotaxis in silico Inproceedings

ACAL 2003, First Australian Conference on Artificial Life, 2003.

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Burleigh, Ian ; Suen, Garret ; Jacob, Christian

Dna in action! a 3d swarm-based model of a gene regulatory system Inproceedings

ACAL 2003, First Australian Conference on Artificial Life, Canberra, Australia, 2003.

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Hoar, Ricardo M; Penner, Joanne K; Jacob, Christian

Transcription and evolution of a virtual bacteria culture Conference

IEEE Congress on Evolutionary Computation (1), 2003.

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Kwong, Henry; Jacob, Christian

Evolutionary exploration of dynamic swarm behaviour Conference

IEEE Congress on Evolutionary Computation (1), 2003.

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2002

Hickey, Craig ; Jacob, Christian ; Wyvill, Brian

Evolution of neural networks for gait animation Inproceedings

IASTED International Conference on Applied Simulation and Modeling, Banff, Alberta, Canada, 2002.

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133 entries « 2 of 3 »