Evolutionary Computation Digest Sunday, January 2, 2010 Volume 25: Issue 1
SUBMISSION ADDRESS: [log in to unmask]
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OLD LIST ARCHIVE: http://www.aic.nrl.navy.mil/galist/
NEW LIST ARCHIVE: http://listserv.gmu.edu/cgi-bin/wa?A0=EC-DIGEST-L
(UN)SUBSCRIPTION INSTRUCTIONS: at the bottom of this email
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Today's Topics:
ANNOUNCEMENTS
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- Book announcement: Experimental Methods for the Analysis of Optimization Alg.
- GECCO-2011 SUBMISSION NOW OPEN
- Evolving Objects C++ framework -- release 1.1.0
CFPs
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- WORLDCOMP 2011 Congress
- GECCO 2011 Competitions: Call for Participation
- CFP for Matheuristic Session on ALIO/EURO Workshop
- CEC 2011 Special Session on "Evo. of Developmental and Generative Systems
- Call for Abstracts - EVOLVE 2011, Luxembourg
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CALENDAR OF GA-RELATED ACTIVITIES: (with EC-Digest issue reference)
FOGA'11,Foundations of Gen. Alg. XI, Schwarzenberg, Austria, Jan 5-9 2011(v24n3)
ACM-SAC11,26th ACM Symp Applied Comp EC Track,TaiChung Taiwan,Mar21-25'11(v24n7)
IEEE SDE'11,IEEE Symp on Differential Evolution,Paris, France,Apr11-15'11(v24n6)
ICANNGA'11,Intl Conf. on Adaptive and ...,Ljubljana, Slovenia,Apr14-16'11(v24n6)
EVO*'11, The main European events on EC, Torino, Italy, April 27-29, 2011(v24n9)
GECCO'11,Genetic and Evol Comp Conference, Dublin, Ireland,July 12-16 '11(v24n7)
WORLDCOMP 2011 Congress, July 18-21, 2011, USA (v25n1)
2011 IEEE Congress on Evo. Computation, New Orleans, June 5-8, 2011 (v25n1)
Call for Abstracts - EVOLVE 2011, Luxembourg, May 25-27, 2011 (v25n1)
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Sender: Bartz-Beielstein <[log in to unmask]
Subject: Experimental Methods for the Analysis of Optimization Algorithms
Title: Experimental Methods for the Analysis of Optimization Algorithms
Editors: Thomas Bartz-Beielstein, Marco Chiarandini, Luís Paquete and
Mike Preuss
Publisher: Springer
Year: 2010
Pages: 457
ISBN: 978-3-642-02537-2
Online information: http://www.springer.com/978-3-642-02537-2
== About the Book ==
In operations research and computer science it is common practice to evaluate
the performance of optimization algorithms on the basis of computational
results, and the experimental approach should follow accepted principles that
guarantee the reliability and reproducibility of results. However,
computational experiments differ from those in other sciences, and the last
decade has seen considerable methodological research devoted to understanding
the particular features of such experiments and assessing the related
statistical methods.
This book consists of methodological contributions on different scenarios of
experimental analysis. The first part overviews the main issues in the
experimental analysis of algorithms, and discusses the experimental cycle of
algorithm development; the second part treats the characterization by means of
statistical distributions of algorithm performance in terms of solution
quality, runtime and other measures; and the third part collects advanced
methods from experimental design for configuring and tuning algorithms on a
specific class of instances with the goal of using the least amount of
experimentation. The contributor list includes leading scientists in algorithm
design, statistical design, optimization and heuristics, and most chapters
provide theoretical background and are enriched with case studies.
This book is written for researchers and practitioners in operations research
and computer science who wish to improve the experimental assessment of
optimization algorithms and, consequently, their design.
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Sender: Xavier Llorà <[log in to unmask]>
Subject: GECCO-2011 SUBMISSION NOW OPEN
2011 Genetic and Evolutionary Computation Conference (GECCO-2011)
July 12-16, 2011 (Wednesday-Sunday)
Dublin, Ireland
Organized by ACM SIGEVO
*** SUBMISSION NOW OPEN ***
https://ssl.linklings.net/conferences/gecco
http://www.sigevo.org/gecco-2011
http://twitter.com/GECCO2011
20th International Conference on Genetic Algorithms (ICGA) and the
16th Annual Genetic Programming Conference (GP)
One Conference - Many Mini-Conferences - 15 Program Tracks
The Genetic and Evolutionary Computation Conference (GECCO-2011) will
present the latest high-quality results in the growing field of genetic
and evolutionary computation.
Topics include: genetic algorithms, genetic programming, evolution
strategies, evolutionary programming, real-world applications, learning
classifier systems and other genetics-based machine learning, evolvable
hardware, artificial life, adaptive behavior, ant colony optimization,
swarm intelligence, biological applications, evolutionary robotics,
coevolution, artificial immune systems, and more.
IMPORTANT DATES
* Submission deadline: January 26, 2011
* Notification of paper acceptance: March 23, 2011
* Camera-ready submission: April 18, 2011
* GECCO-2011 Conference: July 12-16, 2011
CONFERENCE FLYER
* http://www.sigevo.org/gecco-2011/docs/CFP-GECCO-2011.pdf
FREE TUTORIALS & WORKSHOPS
Two days of free tutorials and workshops (included with conference
registration) presented by some of the worldÕs foremost experts
in topics of interest to genetic and evolutionary computation
researchers and practitioners.
HOW TO SUBMIT A PAPER TO GECCO
* Meet the Submission Deadline: Wednesday, January 26, 2011.
* Word and LaTeX templates: http://www.sigevo.org/gecco-2011/papers.html
* Submission site: https://ssl.linklings.net/conferences/gecco
For detailed instructions, including categories, keywords, and formatting
requirements, visit http://www.sigevo.org/gecco-2011. Be sure to check
the web page for changes that may appear as the paper submission deadline
approaches.
GECCO allows submissions of material that is substantially similar
to a paper being submitted contemporaneously for review in another conference.
However, if the submitted paper is accepted by GECCO, the authors agree that
substantially the same material will not be published by another conference
in the evolutionary computation field. Material may be later revised and
submitted to a journal, if permitted by the journal.
REVIEW PROCESS
Each paper submitted to GECCO will be rigorously reviewed, in a double-blind
review process, meaning that reviewers should not be able to infer the
identities
of the authors of the papers under review, and, of course, that authors will
not know the identities of their reviewers. Each submitted paper will
be evaluated
by one of at least 15 separate and independent program committees specializing
in various aspects of genetic and evolutionary computation. These committees
make their own final decisions on submitted papers for their areas, subject
only to conference-wide space limitations and procedures. Review criteria
include significance of the work, technical soundness, novelty,
clarity, writing
quality, and sufficiency of information to permit replication, if applicable.
ACCEPT AUTHOR AGREEMENT
By submitting a paper, the author(s) agree that, if their paper is
accepted, they will:
1. Submit a final, revised, camera-ready version to the publisher by
2. Monday, April 18, 2011
3. Register at least one author to attend the conference by Monday,
May 2, 2011
4. Attend the conference (at least one author)
5. Present the accepted paper at the conference
VENUE
Dublin is the lively capital of Ireland and the perfect GECCO destination. It
is served by several low-cost airlines, offering a wide range of flight deals,
and provides several accommodation options. The social event will take place
at IrelandÕs No. 1 international visitor attraction, the Guinness Storehouse.
More information at http://www.visitdublin.com
MORE INFORMATION
For more information about GECCO-2011 visit,
* Website: http://www.sigevo.org/gecco-2011
* Twitter: http://twitter.com/gecco2011
* Facebook: http://www.facebook.com/group.php?gid=126064710759798
for information about deadlines, student travel grants, hotel reservations,
student housing, the graduate student workshop, the latest list of topics,
late-breaking papers, and more. For matters of science and program content,
contact Conference Chair Pier Luca Lanzi at [log in to unmask] For general
help and administrative matters contact GECCO support at
[log in to unmask]
CONTACT
For technical matters, contact Conference Chair Pier Luca Lanzi at
[log in to unmask] including "GECCO-2011" in the subject.
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Sender: Johann Dréo <[log in to unmask]>
Subject: Evolving Objects C++ framework -- release 1.1.0
After several years without a release, the EO team is proud to
announce that a new version of the "Evolving Objects" framework is
available.
EO is a template-based, C++ evolutionary computation library which
helps you to write your own stochastic optimization algorithms
insanely fast.
Learn more about EO on the official website:
http://eodev.sourceforge.net/
You will find the release 1.1.0 at the following address:
https://sourceforge.net/projects/eodev/files/eo/1.1.0/
Here is a summary of the change log:
- massive documentation cleaning, now far more browsable!
- provide cmake build system, remove the old autotools one
- GCC 4.3 compatibility
- new versatile log system with several nested verbose levels
- an evaluator that throw an exception if a maximum evaluation
numbers has been reached, independently of the number of generations
- a new monitor that can write on any ostream
- a new continuator that can catch POSIX system user signals
- dual fitness class to handle feasibility of individual with
guarantee that feasible fitness will always be better than unfeasible
one
- more statistics: feasible fitness ratio, fitness interquartile
range, average size of individuals
- new website, switch from CVS to GIT, and a cool logo!
See a more detailed change log at:
https://sourceforge.net/news/?group_id=9775
Do not hesitate to submit the bugs you will face:
https://sourceforge.net/apps/trac/eodev/wiki/WikiStart
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Sender: WORLDCOMP'11 Congress Conferences <[log in to unmask]>
Subject: WORLDCOMP 2011 Congress, July 18-21, 2011, USA
CALL FOR PAPERS
Paper Submission Deadline: March 10, 2011
WORLDCOMP'11
The 2011 World Congress in Computer Science,
Computer Engineering, and Applied Computing
July 18-21, 2011, USA
http://www.world-academy-of-science.org/
Location: See the above web site for venue/city
You are invited to submit a full paper for consideration. All
accepted papers will be published in the respective conference
proceedings. The proceedings will be indexed in Inspec / IET /
The Institute for Engineering & Technology, DBLP / Computer
Science Bibliography, and others.) Like prior years, extended
versions of selected papers will appear in journals and edited
research books (book project proposals are being prepared for
Springer, Elsevier, ...).
WORLDCOMP'11 is composed of a number of tracks (joint-conferences,
tutorials, workshops, and panel discussions); all will be held
simultaneously, same location and dates: July 18-21, 2011. For
the complete list of joint conferences, see below.
IMPORTANT DATES:
March 10, 2011: Submission of papers (about 5 to 7 pages)
April 03, 2011: Notification of acceptance (+/- two days)
April 24, 2011: Final papers + Copyright/Consent + Registration
July 18-21, 2011: WORLDCOMP 2011 and all its affiliated conferences
GENERAL INFORMATION:
WORLDCOMP 2011 will be composed of research presentations, keynote
lectures, invited presentations, tutorials, panel discussions,
and poster presentations. To get a feeling about the conferences'
atmosphere, see the 2010 delegates photos available at:
www.pixagogo.com/1676934789
An important mission of WORLDCOMP is "Providing a unique
platform for a diverse community of constituents composed of
scholars, researchers, developers, educators, and practitioners.
The Congress makes concerted effort to reach out to participants
affiliated with diverse entities (such as: universities,
institutions, corporations, government agencies, and research
centers/labs) from all over the world. The congress also attempts
to connect participants from institutions that have teaching as
their main mission with those who are affiliated with institutions
that have research as their main mission. The congress uses a
quota system to achieve its institution and geography diversity
objectives."
One main goal of the congress is to assemble a spectrum of
affiliated research conferences, workshops, and symposiums into
a coordinated research meeting held in a common place at a
common time. This model facilitates communication among
researchers in different fields of computer science, computer
engineering, and applied computing. The Congress also encourages
multi-disciplinary and inter-disciplinary research initiatives;
ie, facilitating increased opportunities for cross-fertilization
across sub-disciplines.
LIST OF CONFERENCES:
A full list of conferences (all of which occur at the same time and
on the same date) can be found at:
http://www.world-academy-of-science.org
(Currently under construction.)
SUBMISSION OF PAPERS:
Prospective authors are invited to submit their papers by uploading
them to the evaluation web site at: http://world-comp.org
Submissions must be uploaded by March 10, 2011 and they must be
in either MS doc (but not docx) or pdf formats (about 5 to 7
pages - single space, font size of 10 to 12). All reasonable
typesetting formats are acceptable (later, the authors of accepted
papers will be asked to follow a particular typesetting format to
prepare their final papers for publication.) Papers must not have
been previously published or currently submitted for publication
elsewhere.
The first page of the paper should include: title of the paper,
name, affiliation, postal address, and email address for each
author. The first page should also identify the name of the Contact
Author and a maximum of 5 topical keywords that would best
represent the content of the paper. Finally, the name of the
conference that the paper is being submitted for consideration
must be stated on the first page.
The length of the final/Camera-Ready papers (if accepted) will be
limited to 7 (two-column IEEE style) pages.
Each paper will be peer-reviewed by two experts in the field for
originality, significance, clarity, impact, and soundness. In cases
of contradictory recommendations, a member of the conference
program committee will be charged to make the final decision
(accept/reject) - often, this would involve seeking help from
additional referees by using a double-blinded review process. In
addition, all papers whose authors included a member of the
conference program committee will be evaluated using the
double-blinded review process. (Essay/philosophical papers will
not be refereed but may be considered for discussion/panels).
All proceedings of WORLDCOMP will be published and indexed in:
Inspec / IET / The Institute for Engineering & Technology,
DBLP / CS Bibliography, and others.
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Sender: Xavier Llorà <[log in to unmask]>
Subject: GECCO 2011 Competitions: Call for Participation
GECCO-2011 Competitions: Call for Particiapation
Deadline January 26, 2010
2011 Genetic and Evolutionary Computation Conference (GECCO-2011)
July 12-16, Dublin, Ireland
Organized by ACM SIGEVO
20th International Conference on Genetic Algorithms (ICGA) and the
16th Annual Genetic Programming Conference (GP)
One Conference - Many Mini-Conferencesa 15 Program Tracks
GECCO 2011 offers a set of five competitions, each of which is posing
a distinct challenge to the community. The following text gives an
overview of the posed challenges, encouraging participation to each
one of them.
*** GPUs for Genetic and Evolutionary Computation ***
The “GPUs for Genetic and Evolutionary Computation” competition
challenges the community to improve the speed of their algorithms by
means of GPU support. Criteria including the most innovative usage of
the GPU power, the highest speedups achieved, as well as the utility
of the algorithm for the broader community determine the winning
entry.
*** Visualizing Evolution ***
The “Visualizing Evolution” competition focuses on tools that are
capable of visualizing the functionality of evolutionary algorithms.
The challenge is to produce visualization techniques that are
maximally useful in making the functionality and current learning or
optimization progress of the algorithm intellectually and/or
educationally accessible.
*** Evolutionary Art ***
The “Evolutionary Art” competition asks for entries that expose the
artistic potential of evolutionary algorithms. Being judged by a panel
of artists and evolutionary computation experts, the challenge is to
present algorithms that lead to the generation of art with a non-
trivial evolutionary algorithm approach.
*** Simulated Car Racing Championship ***
The “Simulated Car Racing Championship” provides a racing car
server-client architecture, which is platform and programming language
independent. The challenge is to write a racing car controller that
controls a car that can sense the track only with simulated sensors.
Tools to optimize strategies on learn controllers from scratch are
provided.
*** Demolition Derby ***
Finally, the “Demolition Derby” competition, while providing a
platform similar to the SCRS competition, poses a very different
challenge: The goal here is not to produce a fast controller, but a
controller that generates behavioral strategies and maneuvers that
tackle and crash other cars while avoiding being crashed themselves.
Co-evolution approaches, policy-gradient mechanisms, as well as
neuroevolution techniques (amongst others) are expected to be applied
in this setting.
Further information about the competitions can be found on the GECCO
webpage. Participation is open to anybody. However, prices will only
be given to teams that also participate at the conference. For
detailed information about individual competitions, don’t hesitate to
also contact the respective organizers directly!
*** Important Dates***
GPUs for Genetic and Evolutionary Computation: June 1, 3011
Visualizing Evolution: June 15, 2011
Evolutionary Art: TBA
Simulated Car Racing Championship: July 10, 2011
Demolition Derby: July 10, 2011
*** Submission guidelines and detailed information: ****
http://www.sigevo.org/gecco-2011/competitions.html
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Sender: [log in to unmask]
Subject: CFP for Matheuristic Session on ALIO/EURO Workshop
Matheuritics Session
VII ALIO/EURO Workshop on Applied Combinatorial Optimization
Porto, Portugal, May 4 - 6, 2011
http://www.dcc.fc.up.pt/ALIO-EURO-2011
In the framework of the seventh conference on Combinatorial Optimization
jointly organized by the Association of Latin-Iberoamerican Operational
Research Societies (ALIO) and the Association of European Operational
Research Societies (EURO), we are soliciting submissions to the special
session on Matheuristics.
Topics of interest include:
• Model-based metaheuristics
• Dual information and metaheuristics
• Decompositions and lower/upper bounds in metaheuristic codes
• Stochastic programming and heuristic search
• MIP solvers as search components (local branching, RINS, ...)
• Hybridizing heuristics and exact methods
• Upper and lower bounds interacting evolutions
• Real world case histories of successful metaheuristic applications
Important Dates
January 31, 2011 - Deadline for Abstract Submission.
February 28, 2011 - Notification of acceptance.
March 14, 2011 - Deadline for early registration and authors registration.
May 4-6, 2011 - VII ALIO/EURO Workshop.
Abstract Submission
Authors are invited to submit an extended abstract of 2 to 4 pages on
A4-size paper. Please use the conference LaTeX template to prepare your
abstract. Authors not familiar with LaTeX can use LyX. If you choose to
use LyX, please use the LyX template.
Extended abstract submission ends on January 31st, 2011. Notification of
acceptance will be done by February 28th, 2011.
For submitting, send the extended abstract in pdf or doc format to either
(or both) of the session organizers:
Antonio José Bolufé Röhler: [log in to unmask]
Vittorio Maniezzo: [log in to unmask]
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Sender: [log in to unmask]
Subject: Call for Papers: CEC 2011 Special Session on "Evolution of
Developmental and Generative Systems"
Call for Papers
2011 IEEE Congress on Evolutionary Computation
New Orleans - June 5-8, 2011
Special Session on Evolution of Developmental and Generative Systems
Special Session Organizers
- Yaochu Jin, University of Surrey, UK
- Andy Tyrrell, University of York, UK
Motivation and Scope
Computational modeling of biological development has received
increasing interests in evolutionary computation, artificial life and
computational systems biology. In the evolutionary computation
community, evolutionary algorithms using an indirect coding or
generative coding are believed to be more scalable in evolving
highly complex systems, compared to those using a direct coding. A
variety number of developmental and generative models have been
proposed, ranging from a set of re-writing rules to gene regulatory
network model including metabolic reactions. Evolution of
developmental and generative models is of great interest not only to
efficient optimization of large-scale systems, but also to the
understanding of the evolution of the body plan and neural control
in living systems. This special session aims to promote
cross-disciplinary research in evolutionary computation, artificial
life, computational neuroscience and computational systems biology.
Topics of the special session include but are not limited to:
+ Scalable evolutionary algorithms using indirect or generative encoding
+ Evolution of computational models for morphological and neural development
+ Evolutionary and developmental approaches to engineering design
+ Analysis of evolvability and robustness of developmental systems
+ Evolutionary synthesis of regulatory dynamics
+ Benchmarking evolutionary developmental systems
Important Dates
+ Deadline for submissions: January 15, 2011
+ Notification of acceptance: March 15, 2011
+ Final paper submission: April 1, 2011
Submission Procedure
All papers are to be submitted electronically at
http://cec2011.org/submission.htm. Please select
"Special Session on Evolution of Developmental and
Generative Systems" as the topic of your paper.
Please also notify the special session organizers
yaochu.jin #at# surrey.ac.uk or amt #at#ohm.york.ac.uk
of your notice.
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Sender: Alexandru Tantar <[log in to unmask]>
Subject: Call for Abstracts - EVOLVE 2011, Luxembourg
E V O L V E
http://evolve.uni.lu
May 25-27 (Wednesday-Friday), 2011
Bourglinster Castle, Luxembourg
SUBMISSION DEADLINE: March 15, 2011
=====================================================
The massive use and large applicability spectrum of evolutionary algorithms for
real-life applications determined the need of establishing solid theoretical
grounds. Only to offer a few examples, one may consider mathematical objects
that are sometimes difficult and costly to calculate. At the same time,
acknowledged new results show that evolutionary computation can provide in
some cases good and fast estimators of these quantities. Similarly, the
handling of large amounts of data may require the use of distributed
environments where the probability of failure and the stability of the
algorithms may need to be addressed. What is more, common practice comes
only to confirm that theory based results have the advantage of ensuring
performance guarantee factors for evolutionary algorithms in areas as diverse
as optimization, bio-informatics or robotics.
The EVOLVE workshop has as aim to unify theory-inspired methods and
cutting-edge techniques developed by practitioners, as to identify new common
and challenging research aspects. The workshop is also intended to foster a
growing interest for robust and efficient methods with a sound theoretical
support. Important topics, among others, relate to the scaling of theoretical
methods to meet the requirements of real-world applications or to the
development of flexible software tools incorporating performance measurement
mechanisms. By gathering researchers with different backgrounds, ranging from
computer science to mathematics, statistics and physics, to name just a few, a
unified view and vocabulary can emerge where the theoretical advancements may
echo in practice.
Summarizing, the workshop focuses on challenging aspects arising at the passage
from theory to practice and aims to provide a unified view while raising
questions related to reliability, practical implementation and modeling. The
workshop represents a follow-up of the Workshop on Evolutionary Algorithms -
New Challenges in Theory and Practice, organized by the ALEA working group with
the support of the EA association in Bordeaux, France, March 2010.
Topics of interest
==================
- performance guarantee factors for large scale optimization problems
- performance guarantees measures for existing algorithms
- set oriented numerics
- robust methods for large scale, high dimensional problems
- theoretical tools, components that ensure the robustness in practice
- theoretical foundations
- mathematical objects and evolutionary programming
- robust / fast estimation of mathematical quantities
- particle methods, Markov Chain Monte Carlo methods
- spatial complexity of methods and its implications in practice
- robustness of parallel and distributed evolutionary optimization
- self-tuning, self-adaptive techniques
- particular issues (e.g. landscape analysis)
- swarm intelligence
- real-world applications
Submission
==========
We invite researchers working on both theoretical and practical aspects of
evolutionary algorithms to submit an abstract of maximum two pages. The
submissions have to be done exclusively through EasyChair, at the following
address: http://www.easychair.org/conferences/?conf=evolve2011.
All submissions must be in English. The final submission must include the PDF
file along with all the accompanying source files (LaTeX file, figures). An
EasyChair account is mandatory - in case you do not have an EasyChair account,
you can create one for free at EasyChair.
The final version of the abstract must be uploaded on EasyChair before the
15th of March 2011.
Publication
===========
The accepted abstracts will appear in proceedings which will be handed out at
the event. In addition, all accepted authors will be invited to submit an
extended version of their work to two journal special issues (details to be
disclosed shortly).
Further, authors will be invited to contribute with an extended version of
their work to an edited book on the theoretical foundations of evolutionary
computation.
Due to the one-track event, a limited number of papers can be included,
therefore, in the case where the program will not fit all accepted submissions,
we strongly encourage passive participation. A panel of discussions will be put
on place to this end in order to provide a forum for exchanging new ideas and
for identifying new challenging research aspects.
Important dates
===============
Submission deadline: March 15, 2011
Notification of acceptance: April 1, 2011
Registration deadline: April 15, 2011
Conference dates: May 25-27, 2011
Contacts
========
EVOLVE 2011 is organized by Alexandru-Adrian Tantar, Emilia Tantar, Pascal
Bouvry (University of Luxembourg), in collaboration with Oliver Schütze
(CINVESTAV, Mexico) and Pierre Del Moral and Pierrick Legrand (INRIA, France).
For questions or additional information please do not hesitate to contact us
at [log in to unmask] or [log in to unmask]
The call is also available online on the EVOLVE 2011 website at
http://evolve.uni.lu/index.php?option=com_content&view=article&id=55&Itemid=63
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End of Evolutionary Computation Digest
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