This paper demonstrates a new method of programming artificial chemistries. It uses the emerging capabilities of the system's dynamics for information processing purposes. By evolution of metabolisms that act as control programs for a small robot one achieves the adaptation of the internal metabolic pathways as well as the selection of the most relevant available exteroreceptors. The underlying artificial chemistry evolves efficient information processing pathways with most benefit for the desired task, robot navigation. The results show certain relations to biological systems like motile bacteria.
|
1782
|
Genetic Programming: On the Programming of Computers by Means of Natural Selection Cambridge
– Koza
- 1992
|
|
415
|
Molecular computation of solutions of combinatorial problems
– Adleman
|
|
247
|
editors. Handbook of Evolutionary Computation
– Bäck, Fogel, et al.
- 1997
|
|
193
|
Francone, Genetic Programming: An Introduction on the Automatic Evolution of Computer Programs and Its Applications. organ
– Banzhaf, Nordin, et al.
- 1989
|
|
51
|
Spontaneous Emergence of a Metabolism
– Bagley, Farmer
- 1992
|
|
48
|
ed.: Emergent Computation
– Forrest
- 1991
|
|
42
|
Emergent Computation: Self_Organizing, Collective, and Cooperative Phenomena in Natural and Artificial Computing Networks. Introduction to the
– Forrest
- 1990
|
|
31
|
Evolution of a metabolism
– Bagley, Farmer, et al.
- 1992
|
|
29
|
Beyond digital naturalism
– Fontana, Wagner, et al.
- 1994
|
|
28
|
Coherent behavior from many adaptive processes
– Brooks
- 1994
|
|
24
|
Chemical implementation of neural networks and turing machines
– Hjelmfelt, Weinberger, et al.
- 1991
|
|
21
|
The "molecular" traveling salesman
– Banzhaf
- 1990
|
|
20
|
Computational functions in biochemical reaction networks
– Arkin, Ross
|
|
17
|
Evolving robot behaviours with diffusing gas networks
– Husbands
- 1998
|
|
16
|
Emergent computation by catalytic reactions
– Banzhaf, Dittrich, et al.
- 1996
|
|
14
|
Computational metabolism: Towards biological geometries for computing
– Lugowski
- 1989
|
|
11
|
Biochemical Pathways. Spektrum Akademischer
– MICHAL
- 1999
|
|
11
|
Chemical Reaction Networks: A GraphTheoretical Approach
– Temkin, Zeigarnik, et al.
- 1996
|
|
10
|
Interconnection-free biomolecular computing
– Aoki, Kameyama, et al.
- 1992
|
|
10
|
Evolving catalytic reaction sets using genetic algorithms
– Lohn, Colombano, et al.
- 1998
|
|
10
|
Evolutionäre Algorithmen
– Nissen
- 1994
|
|
10
|
A computational architecture based on cellular processing
– Shackleton, Winter
- 1998
|
|
9
|
Conformation-driven computing: A comparison of designs based
– Conrad, Zauner
- 1998
|
|
8
|
Conformation-driven computing: Simulating the contextconformation-action loop. Supramolecular Science
– Zauner, Conrad
- 1998
|
|
7
|
Molecular computing: The key-lock paradigm
– Conrad
- 1992
|
|
7
|
Simulating the interplay of structure, kinetics, and dynamics in complex biochemical networks
– Zauner, Conrad
- 1996
|
|
7
|
Development and evolution of neural networks in an artificial chemistry
– Astor, Adami
- 1998
|
|
6
|
Edges and computation in excitable media
– Adamatzky, Holland
- 1998
|
|
6
|
Information processing of neural network system composed of 'biochemical neuron': Recognition of pattern similarity in time-variant external analog signals
– Okamoto, Tanaka, et al.
- 1995
|
|
5
|
Why introns in genetic programming grow exponentially. Position paper at the Workshop on Exploring Non-coding Segments and Genetics-based Encodings at ICGA-97
– Banzhaf, Nordin, et al.
- 1997
|
|
4
|
Molecular image-processing devices based on chemical reaction systems. 6. processing half-tone images and neural network architecture of excitable media. Advanced Materials for Optics and Electronics
– Rambidi, Maximychev
- 1997
|
|
4
|
Towards a metabolic robot control system
– Ziegler, Dittrich, et al.
- 1998
|
|
4
|
Wet artificial brains: Towards the chemical control of robot motion by reaction-diffusion and exitable media
– Adamatzky, Holland, et al.
- 1999
|
|
3
|
Computational metabolism
– Lugowski
- 1986
|
|
3
|
Does e. coli have a nose
– Parkinson, Blair
- 1993
|
|
3
|
Datenstrukturen und Algorithmen
– Güting
- 1992
|
|
2
|
Wet arti cial brains: Towards the chemical control of robot motion by reaction-di usion and exitable media
– Adamatzky, Holland, et al.
- 1999
|
|
2
|
Development ofevolution of neural networks in an arti cial chemistry
– Astor, Adami
- 1998
|
|
2
|
Evolving robot behaviours with di using gas networks
– Husbands
- 1468
|
|
2
|
DNA analog vector algebra and physical constraints on large-scale DNA-based neural network computation
– Jr, Yurke, et al.
- 1999
|
|
1
|
Arti cial Chemistries - A Review. submitted toArti cial Life
– Dittrich, Ziegler, et al.
- 2001
|
|
1
|
Datenstrukturen und Algorithmen. B.G.Teubner
– Guting
- 1992
|
|
1
|
Information-processing capabilities of chemical reaction-diffusion systems. i. belousov-zhabotinsky media in hydrogel matrices and on solid support. Advanced Materials for Optics and Electronics
– Rambidi, Kuular, et al.
- 1999
|
|
1
|
Modeling biological pathways-a discete-event-systems approach
– Reddy, Mavrovouniotis, et al.
- 1994
|
|
1
|
Modeling biological pathways - a discete-event-systems approach
– Reddy, Mavrovouniotis, et al.
- 1994
|
|
