Complex systems are ubiquitous in physics, economics, sociology, biology, computer science, and many other scientific areas. Typically, a complex system is composed of smaller aggregated components, whose interaction and interconnectedness are non-trivial (e.g., interactions can be high-dimensional and non-linear, and/or the connectivity can exhibit non-trivial topological features such as power-law degree distribution, and high clustering coefficient). This leads to emergent properties of the system, not anticipated by its isolated components. Furthermore, when the system behaviour is studied form a temporal perspective, self-organisation patterns typically arise.
Evolutionary Algorithms and Complex Systems
11-13 April 2012 – Malaga, Spain
EvoCOMPLEX 2012 covers all aspects of the interaction of evolutionary algorithms -and metaheuristics in general- with complex systems. It is a part of the EvoApplications Conference, held within EvoStar, the major annual European event on evolutionary computation. EvoStar is always a very enjoyable event offering good opportunities for networking, informal contact, exchange of ideas and discussions with fellow researchers in a friendly and relaxed setting.
High quality papers are sought on topics related to the confluence of evolutionary algorithms and complex systems, including (but not limited to) the use of evolutionary algorithms for the analysis or design of complex systems, such as for example:
- complex networks, e.g., social networks, ecological networks, interaction networks, etc.
- chaotic systems
- self-organizing systems, such as e.g., multiagent systems, social systems, etc.
- iterated function systems and cellular automata
- complex information systems
- other complex systems not included above.
Relevant topics also include the use of complex systems and tools thereof to model, analyse or improve the performance of evolutionary algorithms, such as for example:
- complex population structures
- self-organized criticality
- emergent behaviour
- other applications of complex systems to EAs.
Carlos Cotta, University of Málaga, Spain
Juan J. Merelo, University of Granada, Spain
Accepted papers will appear in the proceedings of Evostar, published in a volume of the Springer Lecture Notes in Computer Science, which will be available at the Conference.
Submissions must be original and not published elsewhere. The submissions will be peer reviewed by at least three members of the program committee. The authors of accepted papers will have to improve their paper on the basis of the reviewers’ comments and will be asked to send a camera ready version of their manuscripts. At least one author of each accepted work has to register for the conference and attend the conference and present the work.
The reviewing process will be double-blind, please omit information about the authors in the submitted paper. Submit your manuscript in Springer LNCS format.
submission link: http://myreview.csregistry.org/evoapps12/
page limit: 10 pages
Submission: 30 November 2011
Notification: 14 January 2012
Camera ready: 5 February 2012
EvoCOMPLEX: 11-13 April 2012
Further information on the conference and co-located events can
be found in: http://www.evostar.org