Announcement and Registration Form:
ICGA-93
The Fifth International Conference on
Genetic Algorithms
17-21 July, 1993
University of Illinois at
Urbana-Champaign
The Fifth International Conference on Genetic Algorithms (ICGA-93), will be
held on July 17-21, 1993 at the University of Illinois at Urbana-Champaign.
This meeting brings together an international community from academia,
government, and industry interested in algorithms suggested by the
evolutionary process of natural selection. Topics of particular interest
include: genetic algorithms and classifier systems, evolution strategies,
and other forms of evolutionary computation; machine learning and
optimization using these methods, their relations to other learning
paradigms (e.g., neural networks and simulated annealing), and mathematical
descriptions of their behavior.
The meeting will include pre-conference tutorials, invited speakers, and
workshops.
A registration form is included below.
For more ICGA-93 registration information, contact:
Lori Costello
Conferences & Institutes
Univ. of Illinois
302 E. John St.
Suite 202, Champaign, IL 61820
Telephone: (217) 333-2888
E-Mail: [log in to unmask]
Questions on the conference program should be directed to
[log in to unmask]
Other questions should be directed to [log in to unmask]
Tutorials--Levis Faculty Center
ICGA '93 will begin with the presentation of three parallel tutorial
sessions. Conference attendees may attend one of these sessions for a
supplementary fee (see registration form).
Tutorial 1: Introduction to Genetic Algorithms
Overview of Genetic Algorithms (90 minutes), Melanie Mitchell--
What genetic algorithms are; how, why, and by whom they were invented; how
and why they work; comparisons with other algorithms; how to find out more
about the genetic algorithm field; foundations of GA theory; genetic
algorithms and artificial life; partial bibliography.
Genetic Algorithm Applications (90 minutes), Lawrence Davis--
What kind of real-world problems are appropriate for genetic algorithms;
design choices that must be made when applying genetic algorithms to real
problems; partial survey of existing applications; partial survey of
existing tools; some case histories.
Tutorial 2: Advanced Genetic Algorithm Topics
Genetic Algorithm Theory (90 minutes), Darrell Whitley--
The schema theorem and its ramifications; deception; recent approaches to
the study of genetic algorithm performance; recent approaches to the study
of genetic algorithm failure.
Classifier Systems and Modeling (90 minutes), Rob Smith--
Introduction to classifier systems; recent advances in classifier system
theory and practice; classifier systems as modeling tools; genetic
algorithms and neural networks; genetic algorithms and artificial life.
Tutorial 3: Spotlighted Technologies
Evolutionary Programming (45 minutes), David Fogel--
Description and overview of evolutionary programming; history of the field;
relation of evolutionary programming to biological evolution; theoretical
aspects of the field; survey of existing applications.
Evolution Strategies (45 minutes),
Thomas Back--
Description and overview of evolution strategies; comparison with other
technologies; engineering solutions with evolution strategies; survey of
existing applications.
Genetic Programming (90 minutes),
John Koza--
Description and overview of genetic programming; example applications;
future directions; brief video demonstrations.
TENTATIVE SCHEDULE:
Saturday, July 17, 1993
12-3:00 pm Registration
Levis Faculty Center
1-5:00 pm Tutorials
Levis Faculty Center
7:00 pm Reception/Registration
Levis Faculty Center
Sunday, July 18, 1993
8am-5:00 pm Registration
Krannert Center (KCPA)
8:30-9:00 am Coffee
KCPA
9-10:15 am Invited Speaker
KCPA
10:15-11 am Break
KCPA
11-12:30 pm Technical Sessions
KCPA/Levis
12:30-2 pm Lunch
KCPA
2-3:30 pm Technical Sessions/ Registration
Levis
3:30-4 pm Break
Levis
4-5:30 pm Technical Sessions
Levis
7:00 pm Banquet
Chancellor Hotel
1501 S. Neil, Champaign
Monday, July 19, 1993
8am-5:00 pm Registration
KCPA
8:30-9:00 am Coffee
KCPA
9-10:15 am Invited Speaker
KCPA
10:15-11 am Break
KCPA
11-12:30 pm Technical Sessions
KCPA/Levis
12:30-2 pm Lunch
KCPA
2-3:30 pm Technical Sessions/
Registration
Levis
3:30-4 pm Break
Levis
4-5:30 pm Technical Sessions
Levis
7:00 pm Poster Session
Levis
Tuesday, July 20, 1993
8:30-9:00 am Coffee
KCPA
9-10:15 am Invited Speaker
KCPA
10:15-11 am Break
KCPA
11-12:30 pm Technical Sessions
KCPA/Levis
12:30-2 pm Lunch
KCPA
2-3:30 pm Technical Sessions
Levis
3:30-4 pm Break
Levis
4-5:30 pm Technical Sessions
Levis
Wednesday, July 21, 1993
8:30-9:00 am Coffee
Levis
9-10:30 am Technical Sessions
Levis
10:30-11 am Break
Levis
11-12:30 pm Technical Sessions
Levis
12:30-2 pm Break
Levis
2-3:30 pm Business Meeting
Levis
Invited Speakers
David Campbell, Head, Dept. of Physics, University of Illinois. Topic:
Dynamical Systems and Evolution
John Holland, Professor, Dept. of Psychology, University of Michigan.
Topic: Using The Schema Theorem To Counter Hitchhiking And Premature
Convergence
Gunter Wagner, Professor, Dept. of Biology, Yale University. Topic:
Evolutionary Biology
Papers (preliminary list)
Erik R. Altman, "A Novel Methodology Using Genetic Algorithms for the
Design of Caches and Cache Replacement Policy"
Peter J. Angeline, "Competitive Environments Evolve Better Solutions for
Complex Tasks"
Thomas Back, "Optimal Mutation Rates in Genetic Search"
Jerzy W. Bala, "Learning to Detect Targets Using Scale-Space and Genetic
Search"
David Beasley, "Reducing Epistasis in Combinatorial Problems by Expansive
Coding"
Pierre Bonelli, "A New Approach to Fuzzy Classifier Systems"
Ralph Bruns, "Direct Chromosome Representation and Advanced Genetic
Operators for Production Scheduling"
Helen G. Cobb, "Genetic Algorithms for Tracking Changing Environments"
Yuval Davidor, "The ECOlogical Framework II: Improving GA Performance With
Virtually Zero Cost"
Lawrence Davis, "A Genetic Algorithm for Survivable Network Design"
Fred F. Easton, "A Distributed Genetic Algorithm for Employee Staffing and
Scheduling Problems"
Larry J. Eshelman, "Crossover's Niche"
Andrew Fairley, "An Investigation into Possible Causes of, and Solutions
to, Rule Strength Distortion in the Bucket Brigade"
David S. Feldman, "Fuzzy Network Synthesis and Genetic Algorithms"
Stuart J. Flockton, "Pole-Zero System Identification Using Genetic
Algorithms"
Carlos Fonseca, "Genetic Algorithms for Multiobjective Optimization:
Formulation, Discussion and Generalization"
David E. Goldberg, "Mixing in Genetic Algorithms"
David E. Goldberg, "Rapid, Accurate Optimization of Difficult Problems
Using Fast Messy Genetic Algorithms"
V. Scott Gord, "Serial and Parallel Genetic Algorithms as Function
Optimizers"
Frederic Gruau, "Genetic Synthesis of Modular Neural Networks"
H. Altay Guvenir, "A Genetic Algorithm for Classification by Feature
Partitioning"
Raphael T. Haftka, "Genetic Algorithms for Placing Actuators on Space
Structures"
Inman Harvey, "The Puzzle of the Persistent Question Marks: A Case Study of
Genetic Drift"
Abdollah Homaifar, "A New Approach on the Traveling Salesman Problem by the
Genetic Algorithms"
Jeffrey Horn, "Finite Markov Chain Analysis of Genetic Algorithms with
Niching"
Shu-Yuen Hwang, "A Genetic Algorithm with Disruptive Selection"
Hitoshi Iba, "System Identification using Structured Genetic Algorithms"
Terry Jones, "Reverse Hillclimbing, Genetic Algorithms and the Busy Beaver
Problem"
Kate Juliff, "A Multi-chromosome Genetic Algorithm for Pallet Loading"
Bryant A. Julstrom, "A Genetic Algorithm for the Rectilinear Steiner
Problem"
Michelle D. Kidwell , "Using Genetic Algorithms to Schedule Distributed
Tasks on a Bus-Based System"
Kenneth E. Kinnear, Jr., "Generality and Difficulty in Genetic Programming:
Evolving a Sort"
Michael Lee, "Dynamic Control of Genetic Algorithms Using Fuzzy Logic
Techniques"
David M. Levine, "A Genetic Algorithm for the Set Partitioning Problem"
Mauro Manela, "Fitting Spline Functions to Noisy Data Using a Genetic Algorithm"
Raul San Martin, "Genetic Algorithms for the Optimization of Integrated
Circuits Synthesis"
Tsutomu Maruyama, "A Fine-Grained Parallel Genetic Algorithm for
Distributed Parallel Systems"
Laurence D. Merkle, "Comparison of Parallel Messy Genetic Algorithm Data
Distribution Strategies"
Robert R. Meyer, "A Genetic Algorithm for Diversity Minimization and Its
Parallel Implementation"
Byung R. Moon, "Hyperplane Synthesis for Genetic Algorithms"
Toshinori Munakata, "A Genetic Algorithm Applied to the Maximum Flow
Problem"
Jim Oliver, "Discovering Individual Decision Rules: An Application of
Genetic Algorithms"
Norihiko Ono, "A Genetic Algorithm for Channel Routing Problem"
Francesco Palmieri, "Diversification Role of Crossover in the Genetic
Algorithms"
L.M. Patnaik, "Binomially Distributed Populations for Modelling GAs"
W.F. Punch, "Further Research on Feature Selection and Classification Using
Genetic Algorithms"
Nicholas J. Radcliffe, "A Study in Set Recombination"
Connie Loggia Ramsey, "Case-Based Initialization of Genetic Algorithms"
Colin Reeves, "Using Genetic Algorithms with Small Populations"
Gary Roberts, "Dynamic Planning for Classifier Systems"
Steve G. Romaniuk, "Evolutionary Growth Perceptions"
Peter Ross, "A Promising GA Approach to Job-Shop Scheduling and
Re-Scheduling Problems"
J. David Schaffer, "Designing Multiplierless Digital Filters Using Genetic
Algorithms"
Michael J. Shaw, "Joint Lot Sizing and Sequencing with Genetic Algorithms
for Scheduling: Evolving the Chromosome Structure"
Man-Tak Shing, "Genetic Algorithms for the Development of Real-Time
Multi-Heuristic Search Strategies"
Marc Shoenauer, "Constrained GA Optimization"
R. Shonkwiler, "Parallel Genetic Algorithms"
Michael M. Skolnick, "Using Genetic Algorithms in Engineering Design
Optimization with Non-Linear Constraints"
Alice E. Smith, "Genetic Optimization Using A Penalty Function"
William Spears, "On the State of Evolutionary Computation"
Joe Suzuki, "A Markov Chain Analysis on A Genetic Algorithm"
Walter Alden Tackett, "Genetic Programming for Feature Discovery and
Image Discrimination"
Dr. David M. Tate, "Expected Allele Coverage and the Role of Mutation"
Sam R. Thangiah, "Vehicle Routing and Time Deadlines Using Genetic and
Local Algorithms"
Bruce Tidor, "An Analysis of Selection Procedures with Particular Attention
Paid to Proportional and Boltzmann Selection"
Shigeyoshi Tsutsui, "Forking Genetic Algorithm with Blocking and Shrinking
Modes (FGA)"
Kirk Twardowski, "Credit Assignment for Pole Balancing with Learning
Classifier Systems"
Ron Unger, "A Genetic Algorithm for 3D Protein Folding Simulations"
Thomas Uthmann, "Training Kohonen Feature Maps in Different Topologies: an
Analysis Using Genetic Algorithms"
Benjamin W. Wah, "Scheduling of Genetic Algorithms in a Noisy Environment"
Roger L. Wainwright, "Multiple Vehicle Routing with Time and Capacity
Constraints Using Genetic Algorithms"
Hirokazu Watabe, "A Study on Genetic Shape Design"
Willfried Wienholt, "An Advanced Genetic Algorithm for Parameter
Optimization Problems"
Peter Willett, "Searching Databases of Two-Dimensional and
Three-Dimensional Chemical Structures Using Genetic Algorithms"
Jing-Jye Yang, "Query Optimization in Information Retrieval Using Genetic
Algorithms"
Xiaodong Yin, "A Fast Genetic Algorithm with Sharing Scheme Using Cluster
Analysis Methods in Multimodal Function Optimization"
Byoung-Tak Zhang, "Genetic Programming of Minimal Neural Nets Using Occam's
Razor"
Raed Abu Zitar, "Regulator Control via Genetic Search Assisted
Reinforcement Learning"
Posters (preliminary list)
Fabrizio Baiardi, "Nested Hybrid Genetic Algorithms for System
Configuration and Program Mapping in Massively Parallel Systems"
Ellie Baker, "Evolving Line Drawings"
Wolfgang Banzhaf, "Genetic Programming for Pedestrians"
Rik Belew, "Evolving Aesthetic Sorting Networks Using Developmental
Grammars"
Susan E. Carlson, "A Comparative Evaluation of Search Methods Applied to
Catalog Selection"
Hugh M. Cartwright, "The Application of the Genetic Algorithm to Two-Dimensional
Strings: The
Source Apportionment Problem"
Joseph C. Culberson, "Crossover Versus Mutation in the De Jong Functions:
Fueling the Debate: TGA versus GIGA"
Fikret Ercal, "Genetic Algorithms for Vertex Splitting in DAGs"
David Fan, "GADELO: A Multi-Population Genetic Algorithm Based on Dynamic
Exploration of Local Optima"
Terence C. Fogarty, "Reproduction, Ranking, Replacement and Noisy
Evaluations: Experimental Results"
Takeshi Furuhashi, "A Proposal of Hierarchical Fuzzy Classifier Systems"
Inman Harvey, "Genetic Convergence in a Species of Evolved Robot Control
Architectures"
Brynn Hibbert, "Display of Chemical Structures in Two Dimensions and the
Evolution of Molecular Recognition"
Akio Ishiguro, "A Genetic Algorithms' Application to Inverse Problems in
Electromagnetics"
Takashi Iwamoto, "Topological Aspects of Genetic Algorithms"
Antonia J. Jones, "A Schemata Theorem for Trees"
Hillol Kargupta, "Information Transmission in Genetic Algorithm and
Shannon's Second Theorem"
Hiroaki Kitano, "A Hybrid Search for Genetic Algorithms: Combining Genetic
Algorithms, TABU Search, and Simulated Annealing"
Luis R. Lopez, "Inverse Relationship Between Complexity and Probability of
Full Deception in Trap Functions"
Sushil J. Louis, "Pareto Optimality, GA-Easiness and Deception (Extended
Abstract)"
Heinz Muhlenbein, "Optimal Interaction of Mutation and Crossover in the
Breeder Genetic Algorithm"
R. Maenner, "Parallel Execution of Sequentially Coded Standard Genetic
Algorithms on the NERV Multiprocessor"
Samir W. Mahfoud, "Simple Analytical Models of Genetic Algorithms for
Multimodal Function Optimization"
Vittorio Maniezzo, "Granularity Evolution"
Andras Markus, "Dual Insights into Genetic Algorithms"
Melanie Mitchell, "When Will a Genetic Algorithm Outperform Hill-Climbing?"
Masaharu Munetomo, "An Efficient Migration Scheme for Subpopulation-Based
Asynchronously Parallel Genetic Algorithms"
David Orvosh, "Shall We Repair? Genetic Algorithms, Combinatorial
Optimization, and Feasibility Constraints"
Kihong Park, "A Lower-Bound Result on the Power of Genetic Algorithms"
Sandip Sen, "Improving Classification Accuracy through Performance History"
Robert E. Smith, "Adaptively Resizing Populations: An Algorithm and
Analysis"
Graham Spencer, "Automatic Generation of Programs for Crawling and Walking"
Chuen-Tsai Sun, "Using Genetic Algorithms in Structuring a Fuzzy Rulebase"
Hans-Michael Voigt, "Multivalued Evolutionary Algorithms"
Michael D. Vose, "The Genetic Algorithm Fractal"
Darrell Whitley, "Toward Models of Island and Cellular Parallel Genetic
Algorithms"
Masayuki Yanagiya, "A Simple Mutation-Dependent Genetic Algorithm"
Bernard P. Zeigler, "Asynchronous Genetic Algorithms on Parallel Computers"
ICGA-93 Conference Committee:
Conference Co-Chairs: David E. Goldberg, Univ. of Illinois at
Urbana- Champaign; J. David Schaffer, Philips Labs
Publicity: Robert E. Smith, Univ. of Alabama
Program Chair: Stephanie Forrest, Univ. of New Mexico
Financial Chair: Larry J. Eshelman, Philips Labs
Local Arrangements: David E. Goldberg, Univ. of Illinois at
Urbana- Champaign
Financial supporters:
Navy Center for Applied Research in Artificial Intelligence, Naval
Research Laboratory; Philips Laboratories, North American Philips
Corporation
GENERAL INFORMATION
Location: The conference will be held at two locations on the University
of Illinois campus--the Krannert Center for the Performing Arts located at
500 South Goodwin, Urbana, and the Levis Faculty Center located at 919 West
Illinois, Urbana (directly east of Krannert).
ICGA '93 is a non-smoking conference. Smoking is allowed in designated
areas only.
Transportation: Champaign-Urbana is located 135 miles south of Chicago on
Interstates 72, 74, and 57.
By Car:
>From Chicago: Take I-57 south to I-74 east which runs along the north edge
of Champaign-Urbana. Take the Lincoln Avenue exit south. Once you reach
campus, turn right on Illinois Street. Campus Parking: Pay parking is
available in the lot adjacent to the Levis Faculty Center and
under the Krannert Center (both accessible from Illinois Street). Do not
park in any area marked "reserved" as campus parking is enforced and you
will be towed.
By Air:
>From Champaign-Urbana's Willard Airport:
Currently, American Airlines' American Eagle Service, Trans World Express,
and US Air Express serve Willard Airport. Corky's Limousine Service is
available and meets all incoming flights. The cost from Willard to most
hotels in Champaign-Urbana is $8. If you need to contact Corky's, you may
call 217/352-3121.
By Train:
AMTRAK service is also available from Chicago and points south.
Weather: The weather in Illinois can vary to extremes. Please be prepared
to dress in layered, cool clothing as July is normally hot (80 - 100 ) and
very humid. Rain wear is also suggested.
On-Campus Recreation: If you wish to take advantage of the recreation
facilities on campus, you may purchase an IMPE
(Intramural-Physical Education) pass for $5 per day upon showing your name
badge at each recreation facility.
Messages: If someone needs to reach you during the conference, they may
call the Levis Faculty Center at 217/333-6241 and leave a message. A
message board will be placed at this conference site.
Lodging: Accommodations may be obtained at the following hotels/motels. A
shuttle service will be available for
transportation from your hotel to/from the conference sites. All hotel
reservations should be made in advance by telephoning
or writing the individual hotels. Be sure to mention that you are
attending the Genetic
Algorithms conference, as a block of rooms has been reserved for those
attending this conference. We have listed the special conference rates
beside the hotel/motel. Make your reservations early as the block of rooms
will be released for "first come, first serve" reservations after June 16,
1993.
Jumer's Castle Lodge
209 S. Broadway
Urbana, IL 61801
Located about 1/4 mile
from the campus. Within
brisk walking distance.
Toll free 800/285-8637
Single Double
$60.00 $70.00
Plus tax Plus tax
University Inn
302 E. John Street
Champaign, IL 61820
Located about 1/2 mile
from the campus. Within
brisk walking distance.
217/384-2100;
Toll free 800/252-1368 in Illinois;
Toll free 800/322-8282 outside IL
Single Double
$54.00 $61.00
Plus tax Plus tax
Travelodge
409 W. University
Urbana, IL 61801
Located about 1 mile
from the campus.
Toll free 800/255-3050
Single Double
$33.00
Plus tax
Campus Inn-University (Days Inn)
1701 S. State
Champaign, IL 61820
Located about 1 mile
from the campus
217/359-8888
Single Double
$30.00 $35.00
Plus tax Plus Tax
King or Queen
Busey-Evens Dormitory
1111 West Nevada
Urbana, IL 61801
Located on campus
217/333-1766
$23.15
Plus tax
Community Bath
Registration Fee: Registrations received before 6/12/93 are $250 for
participants and $100 for students. All registrations received on or after
6/12/93 and walk-in registrations at the conference will be $295 for
participants and $125 for students. This includes entry to all technical
sessions, 3 lunches, coffee breaks, reception Saturday evening, conference
materials, and conference proceedings. Attendee and guest tickets for the
banquet and guest tickets for the Sunday reception may be purchased at an
additional cost (see attached registration form). Also, there is a
separate fee for the tutorials.
A limited fund has been set aside to assistant students and scientists with
their travel expenses. Students should have their advisor certify their
student status and that sufficient funds are not available. If you are
interested in obtaining such assistance and need travel support, send a
letter before May 22, 1993 describing your situation and needs to: Larry
Eshelman, Philips Laboratories, 345 Scarborough Road, Briarcliff Manor, NY
10510. Address questions to: [log in to unmask]
To Register: Early registration is recommended. There are four ways you
may register. Complete and mail the attached form or phone (217)244-7659 to
register.
Please be sure to call our office if your
registration may be late in arriving. You may also FAX your registration
to (217)333-9561. You may receive an e-mail registration by contacting
[log in to unmask] If you register by phone, fax, or e-mail, please
remember to send a copy of the registration form with your payment to the
Accounting Business Office within one week. Should you have additional
questions, please call Lori Costello at 217/333-2888 or e-mail
[log in to unmask]
----------------------------------------------
REGISTRATION FORM:
The 5th International Conference on Genetic Algorithms
July 17-21, 1993
UFAS Acct. #1-3-63141-0660
Four Easy Ways To Register
1. Fill out the form and mail with payment to: University of Illinois at
Urbana-Champaign Accounting Business Office, Room 162 Henry Administration
Building, 506 South Wright Street, Urbana, IL 61801.
2. Call 217-244-7659 and the registration team will take your registration
over the phone.
3. Call 217-333-9561 to FAX your registration.
4. E-mail: receive an e-mail form by contacting [log in to unmask] The
deadline for e-mail registrations and to receive all e-mail registration
fees is July 9, 1993.
IF YOU REGISTER BY PHONE, FAX, OR E-MAIL: Please remember to send a hard copy
of the registration form with your payment to the Accounting Business Office
within one week of registration.
Registration/Badge Information
Please print or type
__________________________________________________________________
Last Name First Name MI
__________________________________________________________________
Affiliation/Business
__________________________________________________________________
Address
__________________________________________________________________
City State Zip
__________________________________________________________________
Country
__________________________________________________________________
Business Phone Home Phone
REGISTRATION FEES: (all figures in US Dollars)
Indicate your selection
Conference Registration Fee
Registration before 6/12/93 On or after 6/12/93
Participant $250 Participant $295
Student* $100 Student* $125
Tutorial for July 17
Before 6/12/93 On or after 6/12/93
Participant $75 Participant $95
Student $25 Student $50
Please specify choice:
Tutorial I:__________ Tutorial II: __________ Tutorial III: __________
Banquet Tickets**
Adult $30 # of tickets_______ amount_______
Child $10 # of tickets_______ amount_______
Additional Reception Tickets**
Saturday $10 # of tickets_______ amount_______
Total Payment ________________________(U.S. Dollars)
Method of Payment
______ Check enclosed (make payable to the University of Illinois, US banks
only, send check with form to Accounting Business Office)
______ I prefer to charge on credit card
Visa______ Mastercard______ American Express______
Card Number__________________________________ Exp. Date__________
Card Holder Signature______________________________________________
*Students must have university student ID at registration
**Please purchase additional tickets now---you will be unable to buy them
upon arrival
PLEASE MAIL THIS FORM WITH YOUR PAYMENT TO:
University of Illinois at Urbana-Champaign
Accounting Business Office, Room 162
Henry Administration Building
506 South Wright Street
Urbana, IL 61801
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