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11) Future Phylogeny     At the moment, the primary effort in new code development is dedicatedto an extension to the genebanker that will produce an ironclad phylogeny.The requires that we trace the genetic source of every instruction writteninto every creature.  Stay tuned this project is projected to be completedby the end of September 1992.12) Tierra in the NewsThe Tierra Simulator has been widely reported in the media.  Below is alist of most of the national or international reports that I am aware of.If you know of some news report not on this list, please send me a hardcopy.Nature (John Maynard Smith, UK) February 27, 1992: ``Byte-sized evolution....we badly need a comparative biology.  So far, we have been able to studyonly one evolving system and we cannot wait for interstellar flight toprovide us with a second.  If we want to discover generalizations aboutevolving systems, we will have to look at artificial ones.  Ray's study is agood start.''Science (Mitchell Waldrop, USA) August 21, 1992: ``Artificial Life's RichHarvest, Startlingly realistic simulations of organisms, ecosystems, andevolution are unfolding on computer screens as researchers try to recreatethe dynamics of living things.''New York Times (Malcolm Browne, USA) August 27, 1991: ``Lively ComputerCreation Blurs Definition of Life.  Software forms, obeying Darwin's rules,vie to avoid the `reaper'.''Whole Earth Review (Steven Levy, USA) Fall 1992: ``Artificial Life, TheQuest for a New Creation.''  Reprinted from a book of the same name publishedby Pantheon Books.Science News (John Travis, USA) August 10, 1991: ``Digital Darwinism:Electronic Ecosystem.  Evolving `life' flourishes and surprises in anovel electronic world''.Nature (Laurence Hurst & Richard Dawkins, UK) May 21, 1992:``Life in a test tube.''Scientific American (John Rennie, USA) January 1992: ``Cybernetic Parasites...Tierra... has been hailed as the most sophisticated artificial-life programyet developed...''New Scientist (Roger Lewin, UK) February 22, 1992: ``Life and death in adigital world.  No one can turn back the evolutionary clock, but we canfollow the fate of a rich menagerie of artificial organisms as they evolvein a model world.''The Economist (Anon, UK) January 4, 1992: ``The meaning of `life'.In order to understand the origin of life, scientists are switching from thechemistry set to the computer.  In the process, they are beginning tounderstand what it means to be alive.''Release 1.0 (Esther Dyson, US) April 28, 1992: ``Artificial Worlds: AField Scientist in Tierra Cognita.''Guardian (Jocelyn Paine, UK) January 9, 1992: ``Unravelling the loop in theprimordial soup.  Tierran machine code is so adaptable it survives.  JocelynPaine charts the evolution of artificial life within the computer.''Asahi (Katsura Hattori, Japan) September 15, 1992: Title in Japanesecharacters.Actuel (Ariel Kyrou, France) April 1992: ``Visite Guidee Aux Extremes DeLa Science: La Vie Artificielle.  Etes-vous pr\^{e}ts \`{a} entrer dansl'univers vertigineux de la vie artificielle?  Un champ scientifique tout neufsur lequel se penchent les grosses t\^{e}tes et les Nobel de labosam\'{e}ricains.''The Chronicle of Higher Education (David Wilson, USA) December 4, 1991:``Approaching Artificial Life on a Computer.  Survival-of-the-fittestelectronic organisms dramatically illustrate Darwinian principles.''Mikrobitti (Pekka Tolonen, Finland) November 1991: ``Olemmeko humanoidenbiologinen koe?  Tierra simuloi el\"{a}m\"{a}\"{a}.''Europeo (Giovanni Caprara, Italy) September 1991: ``Anche il computer hafatto un figlio.  Un biologo americano ha creato un software capace dielaborare programmi che si evolvono da soli.''GenteMoney (Riccardo Orizio, Italy) November 1991: ``Cos\`{\i} ho datola vita al software.''Computerworld (Michael Alexander, USA) September 30, 1991: ``Tierra adds toevolutionary studies.  A computerized world created on an IBM PC couldhave real-world benefits for scientists.''Sueddeutsche Zeitung (Konrad Peters, Germany) October 21, 1991:``Die Evolution im Computer.  `K\"{u}nstliches Leben' hilft Biologen undInformatikern auf die Spr\"{u}nge.''Super Interessante (Anon, Brazil) November 1991: ``A vida dentro docomputador.''Technology Review (Susan Scheck, USA) April 14, 1991: ``Is It Live Or IsIt Memory?''Corriere Della Sera (Giovanni Capara, Italy) August 28, 1991: ``Pronto inUSA il programma che si riproduce.  Il computer `padre' crea vitainformatica.''Fakta (Tom Ottmar, Norway) March 1992: ``Den Lever!  En `skabning', derbest\aa r af nuller og \'{e}nere, er vokset ud af indamaden p\aa \ encomputer og er blevet en videnskabelig sensation i USA.''Associated Press (Theresa Humphrey, USA) October 1991: ``Bringing life tocomputer.  U of D biologist's program is self-replicating, shows evolution.''Hovedomr\aa det (Jakob Skipper, Denmark) December 6, 1990: ``Kunstigt liv.Nu kommer det kunstige liv.  En voksende gruppe af dataloger, biologer,fysikere, psykologer og mange andre forskere efterlinger p\aa \ computerdet naturlige liv.''13) Tierra PublicationsRay, T. S.  1991.  ``Is it alive, or is it GA?''Proceedings of the 1991 International Conference on Genetic Algorithms,Eds. Belew, R. K., and L. B. Booker, San Mateo, CA: Morgan Kaufmann, 527-534.Ray, T. S.  1991.  ``An approach to the synthesis of life.''Artificial Life II, Santa Fe Institute Studies in the Sciences ofComplexity, vol. XI, Eds. Farmer, J. D., C. Langton, S. Rasmussen, &C. Taylor, Redwood City, CA: Addison-Wesley, 371-408.Ray, T. S.  1991.  ``Population dynamics of digital organisms.''Artificial Life II Video Proceedings,  Ed. C.G. Langton,Redwood City, CA: Addison Wesley.Ray, T. S.  1991.  ``Evolution and optimization of digital organisms.''Scientific Excellence in Supercomputing: The IBM 1990 Contest PrizePapers, Eds. Keith R. Billingsley, Ed Derohanes, Hilton Brown, III.Athens, GA, 30602, The Baldwin Press, The University of Georgia.Ray, T. S.  1992.  ``Evolution ecology and optimization of digital organisms.''Santa Fe Institute working paper (available in the ftp site as tierra.texand tierra.ps).14) Mailing Lists     There are two mailing lists for Tierra users.  The first list is forpeople who only want to get the official announcements, updates and bug-fixes.The other will carry the official postings, and are intended for discussionof Tierra by users.  This one is distributed in digest form, when there isenough material.  The lists are:tierra-announce    official updates, patches and announcements onlytierra-digest      discussion, updates, etc. (digest form)The addresses are: tierra-request@life.slhs.udel.edu   the list administrator (Tom Uffner). to                                    be added, removed, or complain about                                    problems with any of these lists.tierra-digest@life.slhs.udel.edu    to post to the list.tierra-bug@life.slhs.udel.edu       for bug-reports or questions about the                                    code or installation.     You may also be interested in the Artificial Life mailing list.Subscribe to the list by sending a message to:alife-request@cognet.ucla.edu     Post to the list by sending a message to:alife@cognet.ucla.edu15) What Tierra Is     The C source code creates a virtual computer and its operating system,whose architecture has been designed in such a way that the executablemachine codes are evolvable.  This means that the machine code can be mutated(by flipping bits at random) or recombined (by swapping segments of codebetween algorithms), and the resulting code remains functional enough of thetime for natural (or presumably artificial) selection to be able to improvethe code over time.     Along with the C source code which generates the virtual computer, weprovide several programs written in the assembler code of the virtualcomputer.  Some of these were written by a human and do nothing more than makecopies of themselves in the RAM of the virtual computer.  The others evolvedfrom the first, and are included to illustrate the power of natural selection.     The operating system of the virtual computer provides memory managementand timesharing services.  It also provides control for a variety of factorsthat affect the course of evolution: three kinds of mutation rates,disturbances, the allocation of CPU time to each creature, the size of thesoup, etc.  In addition, the operating system provides a very elaborateobservational system that keeps a record of births and deaths, sequencesthe code of every creature, and maintains a genebank of successful genomes.The operating system also provides facilities for automating the ecologicalanalysis, that is, for recording the kinds of interactions taking placebetween creatures.     This system results in the production of synthetic organisms based ona computer metaphor of organic life in which CPU time is the ``energy''resource and memory is the ``material'' resource.  Memory is organized intoinformational patterns that exploit CPU time for self-replication.  Mutationgenerates new forms, and evolution proceeds by natural selection as differentgenotypes compete for CPU time and memory space.     Diverse ecological communities have emerged.  These digital communitieshave been used to experimentally examine ecological and evolutionaryprocesses: e.g., competitive exclusion and coexistence, host/parasite densitydependent population regulation, the effect of parasites in enhancingcommunity diversity, evolutionary arms race, punctuated equilibrium, and therole of chance and historical factors in evolution.  This evolution in abottle may prove to be a valuable tool for the study of evolution and ecology.

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