About the GPEMjournal blog

This is the editor's blog for the journal Genetic Programming and Evolvable Machines. The official web site for the journal, maintained by the publisher (Springer) is here. The GPEMjournal blog is authored and maintained by Lee Spector.

Monday, June 1, 2015

Patterns and Tilings Competition

Günter Bachelier asked if I might publicize this to the Genetic Programming and Evolvable Machines community, and I do think that there may be interest.

The goal of this competition is to produce, presumably by evolution, 2D tiling patterns with no gaps or overlaps, with the initial targets being the known tilings that are available in a public database. The competition apparently originated in work in evolutionary art, but it may be relevant to other image processing applications as well. 

For more information see the call for participation and technical details.

Monday, April 13, 2015

GPEM 16(2) available

GPEM 16(2) is now available. It contains:

"Evolving robot sub-behaviour modules using Gene Expression Programming"
by Jonathan Mwaura & Ed Keedwell

"Balanced Cartesian Genetic Programming via migration and opposition-based learning: application to symbolic regression"
by Samaneh Yazdani & Jamshid Shanbehzadeh

"A hierarchical genetic algorithm approach for curve fitting with B-splines"
by C. H. Garcia-Capulin, F. J. Cuevas, G. Trejo-Caballero & H. Rostro-Gonzalez

"Multiobjective optimization algorithms for motif discovery in DNA sequences"
by David L. González-Álvarez, Miguel A. Vega-Rodríguez & Álvaro Rubio-Largo

"Exploring non-photorealistic rendering with genetic programming"
by Maryam Baniasadi & Brian J. Ross

Sunday, March 1, 2015

GPEM 16(1) available

As Bill notes below, GPEM 16(1) is now available. It contains:

"Editorial Introduction"
by Lee Spector

"Training genetic programming classifiers by vicinal-risk minimization"
by Ji Ni & Peter Rockett

"Improving GP generalization: a variance-based layered learning approach"
by Maryam Amir Haeri, Mohammad Mehdi Ebadzadeh & Gianluigi Folino

"GA-based approach to find the stabilizers of a given sub-space"
by Mahboobeh Houshmand, Morteza Saheb Zamani, Mehdi Sedighi & Monireh Houshmand

"A C++ framework for geometric semantic genetic programming"
by Mauro Castelli, Sara Silva & Leonardo Vanneschi

"Introducing a cross platform open source Cartesian Genetic Programming library"
by Andrew James Turner & Julian Francis Miller

by L. Spector

Friday, February 27, 2015

Thursday, August 28, 2014

GPEM 15(4) available, special section on GECCO competitions (edited by Daniele Loiacono & Moshe Sipper)

GPEM 15(3), which is a special issue on GECCO competitions edited by Daniele Loiacono & Moshe Sipper, is now available. It contains:

"Special issue on GECCO competitions"
by Daniele Loiacono & Moshe Sipper

"Unplugging Evolutionary Algorithms: an experiment on human-algorithmic creativity"
by F. Fernández de Vega , C. Cruz , L. Navarro , P. Hernández , T. Gallego & L. Espada

"Evolving Robocode tanks for Evo Robocode"
by Robin Harper

"Driving as a human: a track learning based adaptable architecture for a car racing controller"
by Jan Quadflieg, Mike Preuss & Günter Rudolph

"Gene regulated car driving: using a gene regulatory network to drive a virtual car"
by Stéphane Sanchez & Sylvain Cussat-Blanc

Sunday, July 27, 2014

GPEM 15(3) available online, including a special section on evolvability and robustness in artificial evolving systems (edited by Lee Altenberg)

I was delayed a bit in posting this because of GECCO-related travels, but GPEM 15(3) is now available, containing:

"Designing robust volunteer-based evolutionary algorithms"
by J. L. J. Laredo , P. Bouvry , D. L. González , F. Fernández de Vega , M. G. Arenas , J. J. Merelo & C. M. Fernandes

"Hardware architecture of the Protein Processing Associative Memory and the effects of dimensionality and quantisation on performance"
by Omer Qadir , Alex Lenz , Gianluca Tempesti , Jon Timmis , Tony Pipe & Andy Tyrrell

=== Special Section: Evolvability and robustness in artificial evolving systems

"Evolvability and robustness in artificial evolving systems: three perturbations"
by Lee Altenberg

"Software mutational robustness"
by Eric Schulte , Zachary P. Fry , Ethan Fast , Westley Weimer & Stephanie Forrest

"Self-repair ability of evolved self-assembling systems in cellular automata"
by Can Öztürkeri & Colin G. Johnson

"On evolvability and robustness in the matrix-GRT model"
by Uwe Tangen

Wednesday, July 9, 2014

SIGEVOlution Volume 6, Issue 3-4, is now available

Looks like a great new issue, with:

  • Lunch Isn’t Free – But Cells Are by Moshe Sipper & Achiya Elyasaf
  • News from the GP Bibliography by William B. Langdon
  • Evostar Conference Report by Justyna Petke
  • Calls and Calendar

The newsletter is intended to be viewed electronically. Thanks to Pier Luca Lanzi, SIGEvolution Editor-in-Chief.