Title :
Computational living systems based on an abstract chemical system
Author :
Suzuki, Yasuhiro ; Tanaka, Hiroshi
Author_Institution :
Bio-Inf., Med. Res. Inst., Tokyo Med. & Dental Univ., Japan
Abstract :
We propose a new computing model, computational living systems. We use the chemical system in our model as it is the basic system of living things. The real biochemical system is so complicated that it is hard to deal with. We use an abstract chemical system by using the multiset rewriting system, Abstract Rewriting System on Multisets (ARMS) that is also a multiset transform system. Considering that a membrane is an important structure for a living thing to separate `self´ from its environment as well as many organelles inside are composed of membranes, we introduce the membrane structure in ARMS. We further develop an artificial cell system (ACS) and investigate the behavior of ACS under various environments by introducing a genetic method and using genetic programming
Keywords :
artificial life; genetic algorithms; living systems; rewriting systems; ARMS; Abstract Rewriting System on Multisets; abstract chemical system; artificial cell system; biochemical system; computational living systems; genetic method; genetic programming; membrane structure; multiset rewriting system; multiset transform system; Arm; Artificial intelligence; Biology computing; Biomembranes; Cells (biology); Chemical compounds; Chemical elements; Computational modeling; Dentistry; Genetics;
Conference_Titel :
Evolutionary Computation, 2000. Proceedings of the 2000 Congress on
Conference_Location :
La Jolla, CA
Print_ISBN :
0-7803-6375-2
DOI :
10.1109/CEC.2000.870812