[alife] Workshop “Evolutionary Computation in Computational Structural Biology” at GECCO 2015

[José Santos Reyes]

Workshop “Evolutionary Computation in Computational Structural Biology” at GECCO 2015, Madrid, Spain 

http://eccsb2015.irlab.org/ 

Overview: 
In the last two decades, many computer scientists in Artificial Intelligence have made significant contributions to modeling biological systems as a means of understanding the molecular basis of mechanisms in the healthy and diseased cell. In particular, the field of computational structural biology is now highly populated by researchers in evolutionary computation. Great progress is being made by these researchers on novel and powerful algorithms to solve exceptionally challenging computational structural biology problems at the heart of molecular biology, such as structure prediction, analysis, and design of biological macromolecules (proteins, RNA). These problems pose difficult search and optimization tasks on modular systems with vast, high-dimensional, continuous search spaces often underlined by non-linear multimodal energy surfaces. 
The focus of this workshop is the use of nature-inspired approaches to central problems in computational structural biology, including optimization methods under the umbrella of evolutionary computation. A particular emphasis will be on progress in the application of evolutionary computation to problems related to any aspects of protein structure modeling, characterization, and analysis. The workshop will allow for a broader focus on all structure-related problems that necessitate the design of novel evolutionary computation approaches. These may include broader structure modeling settings beyond de novo structure prediction, such as mapping of protein and peptide energy landscapes, structure analysis, design, docking, and other emerging problems in computational structural biology. 
One of the objectives of this workshop is to aid evolutionary computation researchers to disseminate recent findings and progress. The workshop will provide a meeting point for authors and attendants of the GECCO conference who have a current or developing interest in computational biology. We believe the workshop will additionally attract computational biology researchers that will further add to the attendance and GECCO community and possibly spur novel collaborations. We hope this workshop will stimulate the free exchange and discussion of novel ideas and results related to structure-central problems bridging computational biology and evolutionary computation. 

Areas of interest include (but are not restricted to): 

• Use of artificial life models like cellular automata or Lindenmayer systems in the modeling of biological problems. 
• Study and analysis of properties of biological systems like self-organization, emergent behavior or morphogenesis. 
• Multi-objective approaches in the modeling of computational biology problems. 
• Use of natural and evolutionary computation algorithms in protein structure classification and prediction (secondary and tertiary). 
• Mapping of protein and peptide energy landscapes. 
• Modeling of temporal folding of proteins. 
• Protein design. 
• Protein-ligand and protein-protein docking. 

Format & Submission: 
Authors can send regular and short presentations. The regular presentations will be devoted for more mature developments, whereas the short presentations will allow presentations of emerging ideas and methods. Authors must format the articles following the GECCO paper format in order to be published. Flash presentations will also be considered, especially by graduate students. All presenters will be encouraged to bring posters, so that during coffee breaks participants can engage in informal discussions over posters. Software demos will be welcome, as well. 

Dates: 
Submission deadline: TBA. 
GECCO Conference: 11- 15 July 2015 


Workshop organizers: 
José Santos (University of A Coruña, Spain), santos at udc.es 
Julia Handl (University of Manchester, UK), j.handl at manchester.ac.uk 
Amarda Shehu (George Mason University, USA), amarda at cs.gmu.edu 



-- 
José Santos Reyes 
Departamento de Computación 
Facultad de Informática 
Universidad de A Coruña 
tf: 981167000 Ext 1257 
http://www.dc.fi.udc.es/ai/~santos/santos.html