Title :
Evolution of differentiated multi-threaded digital organisms
Author :
Ray, Thomas S. ; Hart, Joseph
Author_Institution :
ATR Human Inf. Process. Res. Lab., Seika, Japan
Abstract :
Presents a descriptive natural history of the results of the evolution of differentiated multi-threaded (multi-cellular) self-replicating machine code programs (digital organisms), living in a network of computers, called the Tierra network. Programs are differentiated in that different threads execute different code (i.e. they express different genes). The seed organism develops into a mature ten-celled form, differentiated into a two-celled reproductive tissue and an eight-celled sensory tissue. The sensory threads obtain data about conditions on the machines in the network, and then process that data to choose the best machine to migrate to or to send the daughter to. Evolution leads to a diversity of algorithms for foraging for resources, primarily CPU time, on the network
Keywords :
artificial life; biocybernetics; biology computing; computer networks; evolution (biological); evolutionary computation; mathematics computing; multi-threading; CPU time; Tierra network; computer network; descriptive natural history; differentiated multi-threaded digital organisms; evolution; gene expression; mature 10-celled form; multi-cellular self-replicating machine code programs; reproductive tissue; resource foraging algorithms; seed organism; sensory threads; sensory tissue; Bioinformatics; Biomembranes; Cells (biology); Central Processing Unit; Computer networks; DNA; Genomics; Organisms; Sequences; Yarn;
Conference_Titel :
Intelligent Robots and Systems, 1999. IROS '99. Proceedings. 1999 IEEE/RSJ International Conference on
Conference_Location :
Kyongju
Print_ISBN :
0-7803-5184-3
DOI :
10.1109/IROS.1999.812972