Presentation of a new communication- and control-paradigm for multiagent systems inspired by gene regulation.
Abstract: As the fields of Evolutionary Computation and Artificial Neural Networks have shown, the use of mechanisms found in nature can lead to solutions to complex technical problems that by far outperform any man-made approaches. This work explores a different and new approach to adopting problem solving methods found in nature. It uses the natural cell control mechanism called Gene Regulation that according to modern molecular biology is the basis of the cooperation between and differentiation into... (Update)
Active bibliography (related documents): More All
0.5: Development and Complexity-Based Fitness Function Modifiers - Lehre, Hartmann (2004)
(Correct)
0.5: Abduction and Induction in Learning Task: which needs the other ? - Nguifo
(Correct)
0.5: Programming the Swarm - Evans (2000)
(Correct)
Similar documents based on text: More All
0.3: SYSGP - A C++ library of different GP variants - Brameier, Kantschik.. (1998)
(Correct)
0.2: A Developmental Model for the Evolution of Artificial Neural.. - Astor (1998)
(Correct)
0.2: Genetic Evolution And Co-Evolution Of Game Strategies - Koza (1992)
(Correct)
BibTeX entry: (Update)
@mastersthesis{ schmutter-ooop,
author = "Peter Schmutter",
title = "Object-Oriented Ontogenetic Programming: Breeding Computer Programs that
Work Like Multicellular Creatures",
school = "University of Dortmund, Germany",
year = "2002",
month = "June",
type = "Diploma thesis",
email = "email@schmutter.de",
keywords = "Object-Oriented Ontogenetic Programming, Genetic Programming,
Multicellular Programming, Swarm-Programming, Evolution of Distributed Intelligence,
Gene Regulation, Embryology, Amorphous Computing, Multiagent Systems",
url = "citeseer.ist.psu.edu/schmutter02objectoriented.html",
url = "http://www.ooop.org/publications/thesis/" }
Citations (may not include all citations):
1931
Adaptation in natural and artificial systems (context) - Holland - 1975
782
Artificial Intelligence: A Modern Approach (context) - Russell, Norvig - 1994
298
Genetic Programming II: Automatic Discovery of Reusable Prog.. (context) - Koza - 1994
246
Readings in Distributed Artificial Intelligence (context) - Bond, Gasser - 1988
181
Swarm Intelligence: From Natural to Artificial Systems (context) - Bonabeau, Dorigo et al. - 1999
176
Computing machinery and intelligence (context) - Turing - 1950
128
Genetic Programming: On the Programming of Computers by Natu.. (context) - Koza - 1992
99
Multiagent systems: A survey from a machine learning perspec..
- Stone, Veloso - 2000
83
Artificial life and real robots
- Brooks - 1992
81
Genetic Programming -- An Introduction: On the Automatic Evo.. (context) - Banzhaf, Nordin et al. - 1998
80
Theory of Self-Reproducing Automata (context) - von Neumann - 1966
79
and schools: a distributed behavioral model (context) - Reynolds, herds - 1987
70
Explicitly defined introns and destructive crossover in gene..
- Nordin, Francone et al. - 1996
52
An Introduction to Genetic Algorithms (context) - Mitchell - 1996
46
Genetic Programming III: Darwinian Invention and Problem Sol.. (context) - Koza, David et al. - 1999
42
Rethinking Innateness: A Connectionist Perspective on Develo.. (context) - rey, Elman et al. - 1996
39
A simple solution to pursuit games (context) - Korf - 1992
38
Initial sequencing and analysis of the human genome (context) - Genome, Consortium - 2001
35
Designing and understanding adaptive group behavior
- Mataric - 1995
35
the Origin of Species (context) - Darwin
34
Cooperative coevolution: An architecture for evolving coadap..
- Potter, De Jong - 2000
32
Multiagent Systems: A Modern Approach to Distributed Artific.. (context) - Weiss - 1999
32
Kybernetische Evolution als Strategie der experimentellen Fo.. (context) - Schwefel - 1965
30
Artificial Intelligence (context) - Winston - 1992
28
Genotype-phenotype-mapping and neutral variation -- a case s..
- Banzhaf - 1994
28
The Algorithmic Beauty of Sea Shells (context) - Meinhardt - 1995
28
a general reverse engineering algorithm for inference of gen.. (context) - Liang, Fuhrmann et al. - 1998
25
Hierarchical selforganization in genetic programming
- Rosca, Ballard - 1994
23
Genetic micro programming of neural networks (context) - Gruau - 1994
21
Hill climbing beats genetic search on a boolean circuit synt.. (context) - Lang - 1995
21
Developmental Biology (context) - Gilbert - 1994
21
A learning machine - part (context) - Friedberg - 1958
21
Simultaneous evolution of programs and their control structu..
- Spector - 1996
19
The role of development in genetic algorithms
- Hart, Kammeyer et al. - 1995
19
Automated design of both the topology and sizing of analog e..
- Koza, David et al. - 1996
18
Evolution of Parallel Cellular Machines: The Cellular Progra.. (context) - Sipper - 1997
17
Cell interactions as a control tool of developmental process..
- Eggenberger - 1996
16
Optimierung technischer Systeme nach Prinzipien der biologis.. (context) - Rechenberg - 1970
13
Kritik der reinen Vernunft (context) - Kant
11
The Major Transitions in Evolution (context) - Smith, Szathmary - 1995
10
Cooperation without genes (context) - Hemelrijk - 1997
10
Genome growth and the evolution of the genotypephenotype map
- Altenberg - 1995
8
Gene expression programming: A new adaptive algorithm for so.. (context) - Ferreira - 2001
8
The virtual biology laboratories: A new approach of computat.. (context) - Kitano, Hamahashi et al. - 1997
8
Learning from functionalism---prospects for strong artificia.. (context) - Sober - 1992
8
Evolving multiagent coordination strategies with genetic pro..
- Haynes, Sen et al. - 1995
6
Artificial chemistries - a review
- Dittrich, Ziegler et al. - 2001
6
An Introduction to Artificial Intelligence: Can Computers Th.. (context) - Bellman - 1978
6
ant algorithm (context) - Colorni, Dorigo et al. - 1992
6
Meditations on First Philosophy (context) - Descartes - 1996
4
Artificial intelligence through a simulation of evolution (context) - Fogel, Owens et al. - 1965
4
Symbiosis in cell evolution (context) - Margulis - 1981
4
Emergence of multicellular organisms with dynamic di#erentia..
- Furusawa, Kaneko - 1998
4
Programming the swarm
- Evans - 2000
4
MIT Artificial Intelligence Laboratory (context) - Abelson, Allen et al. - 1999
3
Forming neural networks through e#cient and adaptive coevolu.. (context) - Moriarty, Miikkulainen - 1997
3
Self-organizing a global coordinate system from local inform.. (context) - Nagpal - 1999
2
Molecular computing (context) - Rotman - 2000
2
Artificial intelligence (context) - Depot - 2001
2
Die Welt als Wille und Vorstellung (context) - Schopenhauer
2
Development and evolution of neural networks in an artificia..
- Astor, Adami - 1998
1
Eine Einf uhrung in Multiagentensysteme und deren Verwirklic.. (context) - Schmutter - 2000
1
erentiation rules leading to hierarchy and diversity (context) - Furusawa, Kaneko et al. - 1997
1
Practice and Future of Autonomous Agents (context) - Mataric, behaviors et al. - 1997
1
Sympatric speciation from interaction-induced phenotype di#e.. (context) - Kaneko, Yomo - 2000
1
What is artificial intelligence (context) - Sloman - 1998
1
University of California (context) - Dust
1
Julius Springer Verlag (context) - Popper - 1935
1
What is artificial intelligence (context) - McCarthy - 2001
1
Also published on http://www4 (context) - Stewart, chapter et al. - 2000
1
Walter de Gruyter Verlag (context) - Pschyrembel, Klinisches et al. - 1998
1
comTERM artificial_intelligence (context) - Artificial, www et al. - 2002
1
Artificial Intelligence
- com - 2001
1
University of Dortmund (context) - Center, Intelligence - 2002
1
Ethology and Evolution (context) - Deneubourg, Goss et al. - 1989
1
and Marion Weber (context) - Pfeifer, Kunz - 2000
1
Arbeiten von Peter Eggenberger (context) - Schmutter - 2000
1
The elementary units of heredity (context) - Benzer - 1957
1
ur Mediziner und Naturwissenschaftler (context) - Hirsch-Kau, Manfred et al. - 1996
1
The swarming body (context) - Ho - 1997
1
Design by morphogenesis (context) - Hoile, Tateson - 2000
1
Artificial intelligence (context) - of - 2001
1
philoMindDict distributedrepresentation (context) - Philosophy, Dictionary et al. - 2001
http://swarm.cs.virginia.edu
http://www.janet.ucla
Online articles have much greater impact More about CiteSeer.IST Add search form to your site Submit documents Feedback
CiteSeer.IST - Copyright Penn State and NEC