Publications

I will welcome comments on any of the papers / presentations below at the following email address:-


2011 Non-Template Molecules Designed For Open-Ended Evolution

Paper published in Advances in Artificial Life, ECAL 2011 Proceedings of the Eleventh European Conference on the Synthesis and Simulation of Living Systems

Paper (8 pages) also available here

Supplementary Material for paper
Poster 1
Poster 2
Poster 3
Poster Pitch Slide
PDF
2010 The Origin Of Life: A Network Oriented View
Attractor Based Evolution

Slides and Video for presentation to the Life And Mind Group at Sussex University, 18 June 2010. For the best effect, view the video and the PDF slides in different windows.

This talk:

  • Summarises key issues for the origin of life
  • Identifies relevant conceptual background for attractor based evolution of chemical networks
  • Sets out a network oriented view of chemistry
  • Outlines what is envisaged in an attractor based evolutionary scenario
  • Spells out explicitely a mechanism for attractor based inheritannce
  • Shows an artificial chemistry that could support evolutionary exploration of a large number of alternative ‘phenotypes’
  • Illustrates the relationship between molecular structure and chemical network structure with a four attractor artificial chemistry
  • Provides an update on related progress with the SimSoup project
  • The origin of life is a multi-disciplinary subject; the material is accordingly intended for a multi-disciplinary audience.
PDF, Flash, Quicktime
2009 SimSoup: Artificial Chemistry Meets Pauling Paper* and Poster

Paper and poster for ECAL 2009, the 10th European Conference on Artificial Life.

Abstract: Theories of the Origin of Life can be categorised as ‘template replication first’ and ‘metabolism first’. A key question for metabolism first theories is the mechanism for transfer of inherited information. Earlier work presented a mechanism based on catalytic cycles, along with supporting results from the SimSoup artificial chemistry simulator. The current paper presents an enhanced SimSoup model that is closer to real chemistry and more open ended. Molecules and the types of Interactions between them are constructed by the model itself using simple rules based on valence theory. Results of a preliminary run of the model are presented. Most of the Molecules produced are of a few simple types with low molecular weight. There is a ‘long tail’ of many low frequency Molecules, many of which are more complex with high molecular weight.

*In: Advances in Artificial Life: Proceedings of the Tenth European Conference on Artificial Life (ECAL 2009), Springer. (In Press)

PDF
2009 The Origin Of Life: A Network Oriented View Paper and Poster - A Simple Foothold For Evolution

Paper and poster for the Levels of Selection Workshop at ECAL 2009, the 10th European Conference on Artificial Life.

Abstract: Origin of Life theories are in two main categories: ‘template replication first’ and ‘metabolism first’. A network oriented viewpoint is presented, under which properties of metabolic networks played a key role in the origin of the first evolving systems. A mechanism for memory in chemical networks is illustrated. The simplicity of `network memory', especially in comparison with template mechanisms, suggests its plausibility as a prebiotic phenomenon and as a fruitful area for Origin of Life research.

PDF
2007 Evolution Without Smart Molecules Paper and Poster

Paper and poster for the "Extending the Darwinian Framework: New levels of selection and inheritance" workshop at ECAL 2007, 9th European Conference on Artificial Life

Abstract: Network dynamics may have played a key role in the Origin of Life. 'Smart' molecules such as template replicators and enzymes may not have been necessary in the first evolving entities. Instead, a process of natural selection between chemical networks operating in different organisms may have been the key evolutionary mechanism. This paper shows such a process using the SimSoup artificial chemistry simulation. The context and conceptual background for SimSoup is first outlined. The model is then described, and differences with other models are highlighted. SimSoup has network elements that correspond directly to the unimolecular and bimolecular elementary reaction schemes of physical chemistry. These network elements can be combined in very general ways to produce 'compound interactions' which can be catalytic. The model includes mass conservation, reaction rates based on considerations of energy and thermodynamics, and cycle detection. A run of the model is presented showing an evolutionary process in which a metabolic network is modified at periodic intervals, and the modification is accepted or discarded according to whether or not it results in higher metabolic activity. The network includes a large number of cyclic flows. It evolves through a series of persistent states, each of which can be regarded as a different 'species'.

PDF
2007 Evolution Without Smart Molecules Presentation

Presentation to the New Approaches to Modelling Evolution/Ecosystems) group (NAME) at Sussex University - 1 August 2007

PDF, 631 Kb
2006 Network Dynamics In the SimSoup Artificial Chemistry

Paper outlining the SimSoup model, and presenting results of an initial investigation into the relationship between network connection density and network activity. It is shown that persistent states in SimSoup networks can exist for long periods. It is also shown that in some cases they can have an oscillating behaviour.

PDF, 947 Kb
September 2005 SimSoup: An Artifical Chemistry Model for Investigation of the Evolution of Metabolic Networks

Presentation to the Artificial Chemistry workshop at ECAL 2005 - VIIIth European Conference on Artificial Life in September 2005.

Powerpoint, 208 Kb

PDF, 387 Kb
June 2005 SimSoup: An Artifical Chemistry Model for Investigation of the Evolution of Metabolic Networks

Paper presented to the Artificial Chemistry workshop at ECAL 2005 - VIIIth European Conference on Artificial Life in September 2005.

Abstract: The mechanism for evolution in the first lifeforms is a key question that must be addressed by any explanation of the Origin of Life. The SimSoup artificial chemistry model is described, and it is shown how catalytic reactions can be represented as 'compound interactions'. A possible mechanism for inheritance in metabolic networks is outlined using graphical notation developed for SimSoup. Preliminary results from computer simulations are presented; it is demonstrated that a SimSoup network has multiple persistent states and that transitions between these states can occur as a result of perturbations or random fluctuations. It is argued that this may have relevance to understanding the mechanism of evolution in early lifeforms.

PDF, 218 Kb
January 2005 The Origin Of Life: An Outline of Key Issues and a Case for the Metabolic View

Presentation to Alergic group at Sussex University, UK.

The presentation provides an outline and background to the problem of the Origin Of Life, and presents a case for adopting the view that life had a metabolic origin. It includes a simple example of a metabolism based inheritance mechanism. This is illustrated using the SimSoup artificial chemistry simulator.

Zipped Powerpoint, 277 Kb