<?xml version="1.0"?>
<feed xmlns="http://www.w3.org/2005/Atom" xml:lang="en">
	<id>https://en.formulasearchengine.com/api.php?action=feedcontributions&amp;feedformat=atom&amp;user=162.93.80.2</id>
	<title>formulasearchengine - User contributions [en]</title>
	<link rel="self" type="application/atom+xml" href="https://en.formulasearchengine.com/api.php?action=feedcontributions&amp;feedformat=atom&amp;user=162.93.80.2"/>
	<link rel="alternate" type="text/html" href="https://en.formulasearchengine.com/wiki/Special:Contributions/162.93.80.2"/>
	<updated>2026-06-03T01:49:59Z</updated>
	<subtitle>User contributions</subtitle>
	<generator>MediaWiki 1.43.0-wmf.28</generator>
	<entry>
		<id>https://en.formulasearchengine.com/index.php?title=Handicap_(golf)&amp;diff=7221</id>
		<title>Handicap (golf)</title>
		<link rel="alternate" type="text/html" href="https://en.formulasearchengine.com/index.php?title=Handicap_(golf)&amp;diff=7221"/>
		<updated>2013-12-30T22:07:10Z</updated>

		<summary type="html">&lt;p&gt;162.93.80.2: /* Specific example */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;An &#039;&#039;&#039;artificial chemistry&#039;&#039;&#039; is a [[computer model]] used to simulate various types of [[system]]s. Artificial chemistry is in some ways similar to a chemical reaction, hence the name. The field of artificial chemistry originated in [[artificial life]] but has shown to be a versatile method with applications in many fields such as [[chemistry]], [[economics]], [[sociology]] and [[linguistics]].&lt;br /&gt;
&lt;br /&gt;
==Formal definition==&lt;br /&gt;
An artificial chemistry is defined in general as a triple (S,R,A). In some cases it is sufficient to define it as a tuple (S,I).&lt;br /&gt;
&lt;br /&gt;
*S is the [[Set (mathematics)|set]] of possible molecules S={s&amp;lt;sub&amp;gt;1&amp;lt;/sub&amp;gt;...,s&amp;lt;sub&amp;gt;n&amp;lt;/sub&amp;gt;}, where n is the number of elements in the set, possibly infinite. &lt;br /&gt;
*R is a set of [[arity|n-ary]] [[operation (mathematics)|operation]]s on the molecules in S, the reaction rules R={r&amp;lt;sub&amp;gt;1&amp;lt;/sub&amp;gt;...,r&amp;lt;sub&amp;gt;n&amp;lt;/sub&amp;gt;}. Each rule r&amp;lt;sub&amp;gt;i&amp;lt;/sub&amp;gt; is written like a chemical reaction a+b+c-&amp;gt;a*+b*+c*. Note here that r&amp;lt;sub&amp;gt;i&amp;lt;/sub&amp;gt; are operators, as opposed to +.&lt;br /&gt;
*A is an [[algorithm]] describing how to apply the rules R to a [[subset]] P&amp;lt;math&amp;gt;\subset&amp;lt;/math&amp;gt;S.&lt;br /&gt;
*I are the interaction rules of the molecules in S.&lt;br /&gt;
&lt;br /&gt;
==Types of artificial chemistries==&lt;br /&gt;
&lt;br /&gt;
* depending on the space of possible molecules&lt;br /&gt;
** finite&lt;br /&gt;
** infinite&lt;br /&gt;
&lt;br /&gt;
* depending on the type of reactions&lt;br /&gt;
** catalytic systems&lt;br /&gt;
** reactive systems&lt;br /&gt;
&lt;br /&gt;
* depending on the space topology&lt;br /&gt;
** well stirred reactor&lt;br /&gt;
** topologically arranged (1,2,3 dimensional)&lt;br /&gt;
&lt;br /&gt;
==Important concepts==&lt;br /&gt;
&lt;br /&gt;
* Organizations: An organization is a set of molecules that is closed and self-maintaining. As such, it is a set that does not create anything outside itself, and such that any molecule inside the set can be generated within the set.&lt;br /&gt;
* Closed sets&lt;br /&gt;
* Self-maintaining sets&lt;br /&gt;
* Hasse diagram of organizations&lt;br /&gt;
&lt;br /&gt;
==History of artificial chemistries==&lt;br /&gt;
&lt;br /&gt;
Artificial chemistries emerged as a sub-field of [[artificial life]], in particular from [[strong artificial life]]. The idea behind this field was that if one wanted to build something alive, it had to be done by a combination of non-living entities. For instance, a cell is itself alive, and yet is a combination of non-living molecules. Artificial chemistry enlists, among others, researchers that believe in an extreme bottom-up approach to artificial life.&lt;br /&gt;
&lt;br /&gt;
==Important contributors==&lt;br /&gt;
&lt;br /&gt;
The first reference about artificial Chemistries come from a Technical paper written by [[John McCaskill]]. [[Walter Fontana]] working with [[Leo Buss]] then took up the work developing the [[AlChemy model]]. The model was presented at the second International Conference of Artificial Life. In his first papers he presented the concept of [[organization]], as a set of molecules that is algebraically closed and self-maintaining.&lt;br /&gt;
&lt;br /&gt;
Two main schools of artificial chemistries have been in Japan and Germany. In Japan the main researchers have been [[Takashi Ikegami]], [[Hideaki Suzuki]] and [[Yasuhiro Suzuki]]. In [[Germany]], it was [[Wolfgang Banzhaf]], who, together with his students [[Peter Dittrich]] and [[Jens Ziegler]], developed various&lt;br /&gt;
artificial chemistry models. Their 2001 paper &#039;Artificial Chemistries - A Review&#039; became a standard in the field. [[Jens Ziegler]], as part of his PhD thesis, proved that an artificial chemistry could be used to control a small Khepera robot. Among other models, [[Peter Dittrich]] developed the [[Seceder model]] which is able to explain group formation in society through some simple rules. Since then he became a professor in [[Jena]] where he investigates artificial chemistries as a way to define a general theory of [[constructive dynamical system]]s.&lt;br /&gt;
&lt;br /&gt;
==Applications of artificial chemistries==&lt;br /&gt;
&lt;br /&gt;
Artificial Chemistries are often used in the study of protobiology, in trying to bridge the gap between [[chemistry]] and [[biology]].&lt;br /&gt;
A further motivation to study artificial chemistries is the interest in constructive dynamical systems. [[Yasuhiro Suzuki]] has modeled various systems such as membrane systems, signaling pathways (P53), ecosystems, and enzyme systems by using his method, abstract rewriting system on multisets (ARMS).&lt;br /&gt;
&lt;br /&gt;
==See also==&lt;br /&gt;
*[[Cellular automaton|Cellular automata]]&lt;br /&gt;
*[[Computational chemistry]] - the use of simplified models to simulate chemical interactions&lt;br /&gt;
&lt;br /&gt;
==External links and references==&lt;br /&gt;
*[http://web.cs.mun.ca/~banzhaf/papers/alchemistry_review_MIT.pdf Artificial chemistries—a review (PDF)]&lt;br /&gt;
*[http://www.sq3.org.uk/wiki.pl?Papers Tim Hutton&#039;s Papers &amp;amp; Talks] - includes several papers on artificial chemistries for artificial life&lt;br /&gt;
*[http://www.minet.uni-jena.de/~biosys/twiki/bin/view.pl/ACHEM/WebHome the ARTIFICIAL CHEMISTRY webpage] of [[Peter Dittrich]]&#039;s workgroup.&lt;br /&gt;
*[http://protobiology.org the protobiology.org website] &lt;br /&gt;
&lt;br /&gt;
[[Category:Artificial life]]&lt;/div&gt;</summary>
		<author><name>162.93.80.2</name></author>
	</entry>
</feed>