The session went well, with some interesting discussion, which continued in the IDS bar afterwards.
The presentation slides are available in the 'Publications' section of this website.
High level design documentation for the following modules in the SimSoup simulation has now been published (see the SimSoup Design section of this website):
Further design documentation will be published in due course. The immediate priority for the project is to perform some further testing of the model, as mentioned in the status update published on 2 January.
The open-ended SimSoup model deals with this by introducing (two dimensional) molecular structure. New structures are formed by joining and splitting existing structures according to rules that are analogous to those of real chemistry, but which avoid unnecessary conceptual and computational complexity.
The first version of the open-ended SimSoup was working in April 2009; the model and some and preliminary results were presented in the paper “SimSoup: Artificial Chemistry Meets Pauling”. The paper is to be included in “Advances in Artificial Life”, the proceedings of ECAL 2009, last year’s European Conference on Artificial Life (follow the Publications link on the left to see the paper).
The conference itself was great, if a little haphazard. Its so good to meet like-minded people.
The following shows a selection of molecular structures produced in a preliminary run.
Why “Artificial Chemistry Meets Pauling”? This is a reference to Linus Pauling, whose book “The Nature Of The Chemical Bond” is a definitive text on molecular structure.
I had an ‘extended abstract’ that was included as a poster. Its called “The Origin Of Life: A Network Oriented View”.
Housekeeping: This will include improving the documentation, improving and simplifying the code where necessary, and further testing of the model.
I envisage SimSoup as a project that will continue to develop; the documentation and code improvements are necessary to ensure the code continues to be maintainable. I am using MetaPost for producing diagrams; there is a learning curve, but now that I have some basic macros it is possible to produce high quality diagrams fairly quickly. The ‘SimSoup Design’ part of this website is being updated on an ongoing basis as documentation is produced.
Although all of the SimSoup code has been tested, much of this testing has been ad hoc, and carried out as the code was developed. I want to be able to be fully confident that the results produced by the model are ‘real’, and not something produced as a result of a bug or some other unintended feature.
Performance Improvements: The logic introduced to split and join Molecule Types is computationally intensive. Some performance improvements have already been made, but it will be worth spending some more effort to get further improvement.Release SimSoup Version 0.5: Once the essential housekeeping is complete, I want to release the open-ended SimSoup model as Version 0.5. The code has already been available for several months on Google Code, but as developmentt code rather than as a stable release.
Further Investigations Using SimSoup: In the few preliminary runs of open-ended SimSoup conducted so far, I have not seen anything that suggests a system capable of evolution. There is much more to be done in running the model under different conditions.One suggestion made to me by Pietro Speroni di Fenizio is that the SimSoup chemistry may result in a chemistry that is too complex. I think this is an interesting idea. The open-ended SimSoup model certainly allows great complexity, and can generate a very large number of different Molecule Types. Perhaps the possibilities need constraining in some way in order for ‘interesting’ behaviour to occur. This idea appeals to me, at least on an intuitive basis.