Submission Results

Total submissions: 531
Total accepted:    220
41% accepted

Track breakdown:             (total submitted/ full papers accepted)

Ant Colony Optimization and Swarm Intelligence
Artificial Life, Evolutionary Robotics, Adaptive Behavior, Evolvable Hardware
Bioinformatics and Computational Biology
Combinatorial Optimization and Metaheuristics
Estimation of Distribution Algorithms
Evolution Strategies and Evolutionary Programming
Evolutionary Multiobjective Optimization
Generative and Developmental Systems
Genetic Algorithms
Genetic Programming
Genetics-Based Machine Learning

Parallel Evolutionary Systems

Real-World Applications
Search-Based Software Engineering
Theory 10/5

Important Dates:

January 28, Wednesday
(midnight, PST)
Submission deadline
March 11, Wednesday Reviewed paper decision notifications sent
Tuesday April 14
Camera ready paper submission for accepted
reviewed papers and posters.

Refer to the publisher's final file preparation instructions for details:
April 27, Monday Registration deadline for presenting authors

Call for Papers

2009 Genetic and Evolutionary Computation Conference
Wednesday–Sunday July 8–12, 2009
Montréal, Canada
Largest Conference in the Field of Genetic and Evolutionary Computation
A recombination of the 18th International Conference on Genetic Algorithms (ICGA) and the 14th Annual Genetic Programming Conference (GP)

Call For Papers: PDF file

Review Process
Each paper submitted to GECCO will be rigorously reviewed, in a 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.

One of at least 15 separate and independent program committees specializing in various aspects of genetic and evolutionary computation review submitted papers. These committees make their own final decisions on submitted papers for their areas, subject only to conference-wide space limitations and procedures.

Review criteria includes significance of the work, novelty, clarity, writing quality, and sufficiency of
information to permit replication, if applicable.

GECCO notifies the first-named author (or other corresponding author designated by the authors at submission) of acceptance or rejection by March 11, 2009.

How to Submit a Paper

Submission site:

Meet the Submission Deadline: Wednesday, January 28, 2009, midnight PST. The review system remains open for 3 hours after the deadline so as not to interrupt last minute downloads.

Page limit: 8 pages using ACM template.

Submit substantially new work: The material in a paper must represent substantially new work that has not been previously published by conferences, journals, or edited books in the genetic and evolutionary computation field. 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.

Check this website for detailed instructions, including categories, keywords, and formatting requirements. Be sure to check the web page for changes that may appear as the paper submission deadline approaches.

Accept author agreement: By submitting a paper, the author(s) agree that, if their paper is accepted, they will:

Submit a final, revised, camera-ready version to the publisher by April 16, 2009.
Register at least one author to attend the conference by April 27, 2009. Any other authors who attend the conference must also register, but they do not have a registration deadline.
Attend the conference (at least one author).
Present the accepted paper at the conference.


About the Registration Requirement for Authors

GECCO requires at least one author of each accepted paper (the presenting author) to complete a paid registration by the author registration deadline. GECCO requires at least one author to register to attend the conference, so that someone is at the conference to present the research.

If an accepted paper has more than one author, and more than one of those authors will attend, then each author who attends the conference must pay a registration. Only the presenting author must register by the deadline; the other authors do not have a deadline to register.

If an author is the presenting author for more than one accepted paper, the presenting author pays only one registration.

09 Best Paper Winners
- PDF file

Ant Colony Optimization and Swarm Intelligence
Parallel Shared Memory Strategies for Ant-Based Optimization Algorithms
Thang N Bui, ThanhVu Nguyen, Joseph R Rizzo Jr.

Artificial Life, Evolutionary Robotics, Adaptive Behavior, Evolvable Hardware
How Novelty Search Escapes the Deceptive Trap of Learning to Learn
Sebastian Risi, Sandy D Vanderbleek, Charles E Hughes, Kenneth O Stanley

Bioinformatics and Computational Biology
Modeling Evolutionary Fitness for DNA Motif Discovery
Sven Rahmann, Tobias Marschall, Frank Behler, Oliver Kramer

Combinatorial Optimization and Metaheuristics
Fixed-Parameter Evolutionary Algorithms and the Vertex Cover Problem
Stefan Kratsch, Frank Neumann

Estimation of Distribution Algorithms
EDA-RL: Estimation of Distribution Algorithms for Reinforcement Learning Problems
Hisashi Handa

Approximating the Search Distribution to the Selection Distribution in EDAs
S. Ivvan Valdez-Peña, Arturo Hernández-Aguirre, Salvador Botello-Rionda Tony E Lewis, George D Magoulas

Evolution Strategies and Evolutionary Programming
Efficient Natural Evolution Strategies
Yi Sun, Daan Wierstra, Tom Schaul, Juergen Schmidhuber

Evolutionary Multiobjective Optimization
Multiplicative Approximations and the Hypervolume Indicator
Tobias Friedrich, Christian Horoba, Frank Neumann

Generative and Developmental Systems
The Sensitivity of HyperNEAT to Different Geometric Representations of a Problem
Jeff Clune, Charles Ofria, Robert T Pennock

Genetic Algorithms
Tunneling Between Optima: Partition Crossover for the Traveling Salesman Problem
Darrell Whitley, Adele Howe, Doug Hains

Genetic Programming
A Genetic Programming Approach to Automated Software Repair
Stephanie Forrest, ThanhVu Nguyen, Westley Weimer, Claire Le Goues

Genetics-Based Machine Learning
Learning Sensorimotor Control Structures with XCSF
Martin V. Butz, Gerulf K.M. Pedersen, Patrick O. Stalph

New Entropy Model for Extraction of Structural Information from XCS Population
WonKyung Park, Jae C. Oh

Parallel Evolutionary Systems
Strategies to Minimise the Total Run Time of Cyclic Graph Based Genetic Programming with GPUs
Tony E Lewis, George D Magoulas

Real World Application
Optimizing Low-Discrepancy Sequences with an Evolutionary Algorithm
François-Michel De Rainville, Christian Gagné, Olivier Teytaud, Denis Laurendeau

Search-Based Software Engineering
Software Project Planning for Robustness and Completion Time in the Presence of Uncertainty using Multi Objective Search Based Software Engineering
Stefan Gueorguiev, Mark Harman, Giuliano Antoniol

Dynamic Evolutionary Optimisation: An Analysis of Frequency and Magnitude of Change
Philipp Rohlfshagen, Per Kristian Lehre, Xin Yao

Best Paper Nominations complete list

Best Paper Nominations PDF File

ACM Templates

Your PDF file must meet the following requirements:

1. Use ACM template for native files

Template Location Description of link

Microsoft Word
LaTex Option 2

A page on the ACM website with download links for

  • Word, WordPerfect, WordPerfect 9 template files
  • Several LaTeX options. Use Option 2
  • LaTeX FAQ and ACM help
  Microsoft Word template The .doc that you will find at the ACM page. Placed here for your convenience to download now with a righ-click and Save Target As....

2. Be no more than 8 template pages in length, with abstract of less than 200 words

3. Be anonymous: do NOT include author names and contact information in your PDF.

In order to make double blind reviewing possible, authors should omit their names and affiliations from the paper. Also, while the references should include all published literature relevant to the paper, including previous works of the authors, it should not include unpublished works. When referring to one's own work, use the third person rather than the first person. For example, say "Previously, Beyer [7] has shown that...", rather than "In our previous work [7] we have shown that...." Try to avoid including any information in the body of the paper or references that would identify the authors or their institutions. Such information can be added to the final camera-ready version for publication.

4. Include Track Name on first page.

Please remember to include the Track category on your paper. The Track can be entered either directly under the title of your paper, or after the abstract. Please note, even though you are already required to select a Track category when submitting your paper to the review system, you are ALSO required to enter the Track name in your PDF file.

File Preparation Instructions

The ACM Coypright Notice must appear on the first page of your paper, on the bottom, left of the first page. This statement must appear in 8 pt. Times New Roman, justified text, with GECCO'08 in italics. The ACM templates you use to submit your paper for review contain a sample copyright notice.. The exact text of the copyright statement will be provided for accepted authors after paper acceptance decisions are made.

Links to the templates and notices, along with instructions on how to use them, can be found in the Templates section of this web page.
First Page Mandatory Sections

Your submission must include all of these ACM first page mandatory sections:

  • Title: Format the title of your paper so that the first letter of the main words in your title is an uppercase letter, for example:

    Genetic and Evolutionary Computation and You

  • Authors: Include the following information for each author: Name, Affiliation, Address, Email address

    NOTE: papers submitted for review must be anonymous. Do not include author information in your submission for review. Author information must be included in camera ready files of papers accepted for publication.

  • Categories and Subject Descriptors: Select the category and descriptors in the ACM Computing Classification Scheme that best describe the content of your paper. Include the codes and descriptive words on the first page of your paper.

    ACM Computing Classification Scheme:
    Help on how to classify works using the ACM Computing Classification System:

  • General Terms: This section is limited to the following 16 terms. Select one of the following general terms that best describes the content of your submission: Algorithms, Management, Measurement, Documentation, Performance, Design, Economics, Reliability, Experimentation, Security, Human Factors, Standardization, Languages, Theory, Legal Aspects, Verification.

  • Keywords: choose the terms by which would like your to be indexed. Include your choice of keywords that describe the content of your submission.

Color Images, Figures, Graphs, Tables, Charts

Your color images will appear in color on the proceedings CD-ROM and in the ACM Digital Library.

We recommend that:

  • Images be at least 300 or 600 dpi for quality reproduction.
  • Graph, table, and chart rules are at least 0.5 pt and black. Finer lines and point size will not reproduce well, even if you can see them on your laser printed hardcopy. Keep in mind that your laser printers have a far lower resolution that the imagesetters that will be used to produce the Proceedings.
  • All fonts be embedded or included in figures. If your figure uses custom, or any non-standard font, the characters may appear differently when printed in the proceedings. Be sure to embed or include fonts correctly.
  • If you use images or figures assembled from multiple images, embed the images, and/or flatten or group layers correctly. The images must not be lined.

Final Page Layout

Check the final layout of your paper:

  • Page and Column Breaks: check for paragraph "widows"; that is the last line of a paragraph is at the top of a page or column. To correct paragraph widows, either tighten the previous column, or force the next-to-the-last sentence to the next page.
  • Section and Sub-section headings should remain with at least 2 lines of body text when near the end of a page or column.

More Information

Visit this website often for information about deadlines, student travel grants, hotel reservations, student housing, student workshop, the latest list of topics, late-breaking papers, and more.

For matters of science and program content, contact Conference Chair Franz Rothlauf at

For general help and administrative matters contact Support at

 Genetic and Evolutionary Computation Conference (GECCO-2009)
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