CALL FOR ENTRIES FOR 2006
HUMIES
$10,000 in PRIZES AT
THE 3rd ANNUAL (2006) “HUMIES” AWARDS
FOR HUMAN-COMPETITIVE RESULTS
PRODUCED BY GENETIC AND EVOLUTIONARY COMPUTATION
HELD AT THE
GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE (GECCO)
Last updated October 22, 2011
Techniques of genetic and evolutionary computation are being increasingly applied to difficult real-world problems—often yielding results that are not merely interesting, but competitive with the work of creative and inventive humans.
Entries are now being solicited for awards totaling $10,000 for 2006 awards
for human-competitive results that have been produced by any form of genetic
and evolutionary computation (including, but not limited to genetic algorithms,
genetic programming, evolution strategies, evolutionary programming, learning
classifier systems, grammatical evolution, gene expression programming,
differential evolution, etc.) and that have been published in the open
literature between June 20, 2005 (the deadline for the previous competition)
and the deadline for 2006 entries, namely Monday
May 29, 2006. The competition will be held as part of the 2006 Genetic and Evolutionary
Computation (GECCO) conference.
This prize competition is based on published
results. The publication may be a paper at the GECCO-2006 conference (i.e., regular
paper, poster paper, or late-brea
An automatically created result is considered “human-competitive” if it satisfies at least one of the eight criteria below.
(A)
The result was patented as an invention in the past, is an improvement over a
patented invention, or would qualify today as a patentable new invention.
(B)
The result is equal to or better than a result that was accepted as a new
scientific result at the time when it was published in a peer-reviewed
scientific journal.
(C)
The result is equal to or better than a result that was placed into a database
or archive of results maintained by an internationally recognized panel of
scientific experts.
(D)
The result is publishable in its own right as a new scientific result ¾ independent of the fact that the result
was mechanically created.
(E)
The result is equal to or better than the most recent human-created solution to
a long-standing problem for which there has been a succe
(F)
The result is equal to or better than a result that was considered an
achievement in its field at the time it was first discovered.
(G)
The result solves a problem of indisputable difficulty in its field.
(H)
The result holds its own or wins a regulated competition involving human
contestants (in the form of either live human players or human-written computer
programs).
Contestants should note that a pervasive thread in most of the above eight
criteria is the notion that the result meet an “arms length” standard—not a yardstick based on the opinion of the
author, the author’s own institution,
or the author’s close a
Presentations of entries will be made at the Genetic and Evolutionary Computation Conference (GECCO-2006). The awards and prizes will be announced and presented during the GECCO conference. The judging committee is in formation and will include
· Wolfgang Banzhaf
· Erik
· Riccardo Poli
· John R. Koza
· Darrell Whitley
Cash prizes of $5,000 (gold), $3,000 (silver), and bronze (either one prize
of $2,000 or two prizes of $1,000) will be awarded for the best entries that
satisfy the criteria for human-competitivene
The deadline for 2006 entries is Monday May 29, 2006.
All entries are to be sent electronically to koza@stanford.edu.
An entry consists of one TEXT file and one or more PDF files.
The TEXT file must contain the following nine items. Please be very careful to include all required information. Contestants are alerted to the fact that items 6 and 9 are especially important and will be the main basis by which entries will be judged.
(1) the
complete title of one (or more) paper(s) published in the open literature
describing the work that the author claims describes a human-competitive
result,
(2) the
name, complete physical mailing addre
(3) the
name of the corresponding author (i.e., the author to whom notices will be sent
concerning the competition),
(4) the
abstract of the paper(s),
(5) a list containing one or
more of the eight letters (A, B, C, D, E, F, G, or H) that correspond to the
criteria (see above) that the author claims that the work satisfies,
(6) a
statement stating why the result satisfies the criteria that the contestant
claims (see the examples below as a guide to aid in constructing this part of
the submi
(7) a full citation of the
paper (that is, author names; publication date; name of journal, conference,
technical report, thesis, book, or book chapter; name of editors, if
applicable, of the journal or edited book; publisher name; publisher city; page
numbers, if applicable);
(8) a
statement either that “any prize money, if any, is to be divided equally among
the co-authors” OR a specific percentage breakdown as to how the prize money,
if any, is to be divided among the co-authors; and
(9) a
statement stating why the judges should consider the entry as “best” in
comparison to other entries that may also be “human-competitive.”
The PDF file(s) are to contain the paper(s). The preferred method is that you send a separate PDF file for each of your paper(s) relating to your entry. Both the text file and the PDF file(s) for each entry will be permanently posted on a web page shortly after the deadline date for entries (for use by the judges and anyone interested) and will remain posted on the web as a permanent record of the competition. If your paper is available on your publisher’s web site and your publisher specifically requires that your published paper may only appear only on your own personal page, the second choice is that you send link(s) to a separate web page on your web site containing link(s) to the PDF file(s) of the paper(s) that constitute your entry. This separate web page is to contain nothing else, so the interested parties may quickly locate your paper(s). If you use this second-choice option, you must also supply a link to a permanent web site maintained by your publisher where your specific paper may be viewed or purchased (that is, not a link merely to the publisher’s home page, but a link to your specific paper on the publisher’s site).
The judging committee will
review all entries and identify a short list approximately
8–10 finalists for presentation at the 2006 Genetic and Evolutionary
Computation (GECCO) conference to be held in
At the conference, there will be 10-minute oral presentations by the
finalists before the judging committee. The presentations will be open to all
conference attendees at a special se
Authors generally enter their own work; however, a person may
No prize may be awarded to anyone a
IMPORTANT DATES:
May 29, 2006 (Friday) — Entries (consisting of one TEXT file and one or more PDF files) are due by e-mail.
June 25, 2006 (Monday) — Finalists will be notified by e-mail
July 5, 2006 (Wednesday) — Finalists must submit their presentation to (e.g., PowerPoint, PDF) for posting on competition web site.
July 10 (Monday) — Date for
presentations before judging committee at public se
July 12 (Wednesday) —
Announcement of awards at morning plenary se
This is an illustrative example of a “statement” as to which an entry in the competition should be considered to be “human-competitive.”
Harry Jones of The Brown Instrument Company of
(A) The result was patented as an invention in the past, is an improvement
over a patented invention, or would qualify today as a patentable new
invention.
(F) The result is equal to or better than a result that was considered an
achievement in its field at the time it was first discovered.
The rediscovery by genetic programming of the PID-D2 controller came about
six decades after Jones received a patent for his invention. Nonethele
This is another illustrative example of a “statement” as to which an entry in the competition should be considered to be “human-competitive.”
The 1942 Ziegler-Nichols tuning rules for PID controllers were a significant
development in the field of control engineering. These rules have been in
widespread use since they were invented. The 1995 Åström-Hägglund
tuning rules were another significant development. They outperform the 1942
Ziegler-Nichols tuning rules on the industrially representative plants used by Åström and Hägglund. Åström and Hägglund developed
their improved tuning rules by applying mathematical analysis, shrewdly chosen
approximations, and considerable creative flair. The genetically evolved PID
tuning rules are an improvement over the 1995 Åström-Hägglund
tuning rules. Referring to the eight criteria for establishing that an
automatically created result is competitive with a human-produced result, the
creation by genetic programming of improved tuning rules for PID controllers
satisfies the following five of the eight criteria:
(B) The result is equal to or better than a result that was accepted as a
new scientific result at the time when it was published in a peer-reviewed
scientific journal.
(D) The result is publishable in its own right as a new scientific
result—independent of the fact that the result was mechanically created.
(E) The result is equal to or better than the most recent human-created
solution to a long-standing problem for which there has been a succe
(F) The result is equal to or better than a result that was considered an
achievement in its field at the time it was first discovered.
(G) The result solves a problem of indisputable difficulty in its field.
Although the solution produced by genetic and evolutionary computation for
this problem is, in fact, better than a human-produced solution, that fact
alone does not qualify the result as “human-competitive” under the eight
criteria for human-competitivene
· For information about the annual Genetic and Evolutionary Computation Conference (GECCO) operated by the Association for Computing Special Interest Group on Genetic and Evolutionary Computation (SIGEVO)
· For information about the annual Human-Competitive Awards (the “humies”) in genetic and evolutionary computation offered at the annual Genetic and Evolutionary Computation Conference (GECCO)
· The home page of Genetic Programming Inc. at www.genetic-programming.com.
· The home page of John R. Koza (including online versions of most published papers)
·
For information about John Koza’s course on genetic
algorithms and genetic programming at Stanford University
·
For information about Electoral College reform and
National Popular Vote
· Information about the 1992
book Genetic
Programming: On the Programming of Computers by Means of Natural Selection,
the 1994 book Genetic
Programming II: Automatic Discovery of Reusable Programs, the 1999
book Genetic
Programming III: Darwinian Invention and Problem Solving, and the
2003 book Genetic
Programming IV: Routine
Human-Competitive Machine Intelligence. Click here to read chapter 1 of Genetic
Programming IV book in PDF format.
· 5,000+
published papers on genetic programming in a searchable bibliography
(with many on-line versions of papers) by over 880 authors maintained by
William Langdon’s and Steven M. Gustafson.
· For information on the Genetic Programming and Evolvable Machines journal