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Machine Learning List Vol. 5 No. 15
Machine Learning List: Vol. 5 No. 15
Thursday, July 8, 1993
Contents:
Additions to the UCI Machine Learning Repository
Workshop proceedings
CFP for SPIEs Know.-Based AI Systems for Aerospace and Industry
Genetic Algorithms Conference Schedule and Registration Info
The Machine Learning List is moderated. Contributions should be relevant to
the scientific study of machine learning. Mail contributions to ml@ics.uci.edu.
Mail requests to be added or deleted to ml-request@ics.uci.edu. Back issues
may be FTP'd from ics.uci.edu in pub/ml-list/V<X>/<N> or N.Z where X and N are
the volume and number of the issue; ID: anonymous PASSWORD: <your mail address>
----------------------------------------------------------------------
Subject: Additions to the UCI Machine Learning Repository
Date: Wed, 07 Jul 1993 23:18:02 -0700
From: "Patrick M. Murphy" <pmurphy@focl.ICS.UCI.EDU>
The following is a list of databases that have recently been
added to the UCI Machine Learning Repository.
Any comments or donations would be greatly appreciated
(ml-repository@ics.uci.edu).
Patrick M. Murphy (Site Librarian)
David W. Aha (Off-Site Assistant)
1. Postoperative Patient Data
(donated by Jerzy W. Grzymala-Busse)
The classification task of this database is to determine where
patients in a postoperative recovery area should be sent to next.
90 instances. 8 attributes, one numeric with missing values.
2. Servo Data
(donated by Ross Quinlan)
"This is an interesting collection of data provided by Karl
Ulrich. It covers an extremely non-linear phenomenon - predicting the
rise time of a servomechanism in terms of two (continuous) gain settings
and two (discrete) choices of mechanical linkages."
4 nominal attributes; 167 instances.
3. Auto-Mpg Data
This dataset is a slightly modified version of the dataset provided in
the CMU StatLib library. (398 instances)
"The data concerns city-cycle fuel consumption in miles per gallon,
to be predicted in terms of 3 multivalued discrete and 5 continuous
attributes." (Quinlan, MLC'93)
4. Boston Housing Data
(from the CMU StatLib library)
This dataset deals with the prediction of housing values in suburbs
of Boston. 506 instances, 13 attributes (mostly continuous).
------------------------------
Date: Tue, 29 Jun 1993 17:30:16 UTC
From: Enric Plaza <plaza@ceab.es>
Subject: Workshop proceedings
During the European onference on Machine Learning held in Vienna,
a workshop on architectures that integrated learning components
was held on April 8, 1993. The emphasis of the workshop was
on the integration issues rather than on the learning methods per se.
The proceedings of this workshop are now available to any
person interested.
Please send an email (or a postcard letter) to:
Mz. Marian Cunyado, IIIA Secretariat
Institut d'Investigacio en Intel.ligencia Artificial, C.S.I.C.
Cami de Santa Barbara, 17300 Blanes, Catalunya, Spain.
email: marian@ceab.es
_____________________________________________________________
Proceedings of the
ECML-93 Workshop on Integrated Learning Architectures (ILA-93)
Vienna, Austria
April 8, 1993
_____________________________________________________________
Coordination
Enric Plaza
Institut d'Investigacio en Intel.ligencia Artificial, C.S.I.C.
Cami de Santa Barbara, 17300 Blanes, Catalunya, Spain.
plaza@ceab.es
_____________________________________________________________
Table of Contents
Integrating Inductive and Case-based Technologies for Classification and
Diagnostic Reasoning
K D Althoff, R Bergmann, F Maurer, S Wess, M Manago, E Auriol, N Conruyt,
R Traphoner, M Brauer, and S Dittrich
Integrating Abstraction, Explanation-based Learning from Multiple Examples,
and Hierarchical Clustering with a Performance Component for Planning
R Bergman
A Multistrategy Knowledge Refinement and Acquisition Toolbox
N Graner and D Sleeman
A Developmental Approach for Integrated Architectures
M Martin and U Cortes
Using Reflection Principles in the Integration of Learning and Problem
Solving
E Plaza and J L Arcos
A Metod of Symbolic Machine Learning based on a Geometric
Description Language. The Fongus System: Application to the Game of Go
P Pompidor
Using the Event Calculus to Integrate Planning and Learning in an
Intelligent Autonomous Agent
G Sablon and M Bruynooghe
New Algorithms for ALEX: Expanding an Integrated Learning
Environment
L Winkelbauer and P Berka
------------------------------
Date: Thu, 1 Jul 93 14:58:16 PDT
From: Wray Buntine <wray@ptolemy.arc.nasa.GOV>
Subject: CFP for SPIEs Know.-Based AI Systems for Aerospace and Industry
Call For Papers
---------------
Knowledge-Based Artificial Intelligence Systems in Aerospace and Industry
Part of SPIE's OE/Aerospace Sensing Conference, Orlando, FL, 1994
In cooperation with:
AAAI--American Association for Artificial Intelligence
The Systems, Man and Cybernetics Society of the IEEE
Conference Chairs:
Wray Buntine, NASA Ames Research Ctr.;
Doug H. Fisher, Vanderbilt Univ.
Program Committee:
Gautam Biswas, Vanderbilt Univ.;
Jie Cheng, Ford Motor Co.;
Steve Chien, Jet Propulsion Lab.;
Marie desJardins, SRI International;
Richard J. Doyle, Jet Propulsion Lab.;
Mark Drummond, NASA Ames Research Ctr.;
Usama M. Fayyad, Jet Propulsion Lab.;
Paul A. Fishwick, Univ. of Florida;
Ashok K. Goel, Georgia Institute of Technology;
Sanjay Goel, GE Corporate Research and Development Ctr.;
Lawrence O. Hall, Univ. of South Florida;
Yumi Iwasaki, Stanford Univ.;
Stephen C. Y. Lu, Univ. of Illinois/Urbana-Champaign;
Steven Lytinen, Univ. of Michigan;
Raymond Mooney, Univ. of Texas/Austin;
Mark Peot, Rockwell Palo Alto Lab.;
Gregory Piatetsky-Shapiro, GTE Labs. Inc.;
Ethan A. Scarl, Boeing Computer Services;
Jeffrey C. Schlimmer, Washington State Univ.;
Jude Shavlik, Univ. of Wisconsin/Madison;
Prakash P. Shenoy, Univ. of Kansas;
Evangelos Simoudis, Lockheed Palo Alto Research Lab.;
Stephen Smith, Carnegie Mellon Univ.;
Geoffrey Towell, Siemens Corporate Research, Inc.;
Ramasamy Uthurusamy, General Motors Research Labs.
This year we will focus on techniques and applications that deal with
industrial and aerospace applications of AI, machine learning, and
reasoning systems. We encourage papers on research, development, and
experiences and feedback from fielded AI systems. There will also be
several plenary sessions and a panel discussion.
Topics of interest include, but are not limited to:
* machine learning
* industrial and aerospace applications
* diagnostic systems
* knowledge acquisition and refinement
* knowledge-based systems: verification and validation
* manufacturing systems
* case-based reasoning
* functional reasoning
* model-based and qualitative reasoning
* multilevel and integrated reasoning systems
* planning and scheduling
* design
* training and tutoring systems
* intelligent interfaces and natural language processing.
For submission of abstracts:
Fax or email one copy,
or mail 4 copies, of your abstract
by 7 SEPTEMBER 1993 to:
Orlando '94
SPIE, P.O. Box 10, Bellingham, WA 98227-0010
Shipping Address: 1000 20th Street, Bellingham, WA 98225
Telephone: 206/676-3290
Fax: 206/647-1445
abstracts@mom.spie.org (Send as an ASCII File)
Be sure each abstract includes the following:
1. ABSTRACT TITLE
2. AUTHOR LISTING (List principal author first)
3. CORRESPONDENCE for each author: mailing address,
phone/fax numbers, email
4. Indicate the CONFERENCE TITLE and CONFERENCE CHAIR
to which the abstract is submitted
5. Indicate your preference for an ORAL OR a POSTER PRESENTATION
6. ABSTRACT TEXT: 500 words typed on white paper
7. BRIEF BIOGRAPHY of the principal author: 50-100 words.
DUE DATES:
ABSTRACT SUBMISSION BY 7 SEPTEMBER 1993
MANUSCRIPT DUE DATE 10 JANUARY 1994
Please note that this Proceedings Volume will be published before the
meeting and available on site. The manuscript due date must be
strictly observed.
Please contact SPIE if you have any questions or require further information.
------------------------------
Subject: Genetic Algorithms Conference Schedule and Registration Info
Date: Fri, 02 Jul 93 12:15:05 -0600
From: Robert Elliott Smith <rob@comec4.mh.ua.EDU>
Schedule and Registration Information
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: loric@ux1.cso.uiuc.edu
Questions on the conference program should be directed to
icga93@unmvax.cs.unm.edu.
Other questions should be directed to rob@comec4.mh.ua.edu.
PROGRAM
Saturday, July 17, 1993
12-3:00pm Registration
Levis Faculty Center
(Lobby, Main Floor)
1-5:00pm 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.
Tutorial 1: Introduction to Genetic Algorithms ( Music Room, 2ndFloor)
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 (3rd Floor)
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
(Room 407)
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.
7:00pm Reception/Registration
Levis Faculty Center
(Lobby, Main Floor)
Sunday, July 18, 1993
8am-12:30pm Registration
Krannert Center (KCPA)
(Colwell Playhouse Foyer)
8:30-9:00am Coffee
KCPA
(Colwell Playhouse Foyer)
9-9:15am Welcoming Remarks/
Administrative Announcements
KCPA
(Colwell Playhouse )
9:15-10:15am"Dynamical Systems and Evolution"
Invited Speaker: David
Campbell, Dept. of Physics, University of Illinois
KCPA
(Colwell Playhouse )
10:15-11am Break
KCPA
(Colwell Playhouse Foyer)
11-12:30pm Technical Sessions
KCPA/Levis
Scheduling applications
(Levis, 3rd Floor)
R. Bruns, ``Direct chromosome representation and advanced genetic operators
for production scheduling''
F.F. Easton and N. Mansour, ``A distributed genetic algorithm for employee
staffing and scheduling problems''
P. Ross and H.-L. Fang, ``A promising genetic algorithm approach to
job-shop scheduling, re-scheduling and open-shop scheduling problems''
Theory (Levis, Room 407)
F. Palmieri and X. Qi, ``The diversification role of crossover in the
genetic algorithms''
L.M. Patnaik and M. Srinivas, ``Binomially distributed populations for
modelling GAs''
M. de la Maza and B. Tidor, ``An analysis of selection procedures with
particular attention paid to proportional and Boltzmann selection''
Overviews and operators
(Krannert Playhouse)
K. De Jong and W. Spears, ``On the state of evolutionary computation''
I. Harvey, ``The puzzle of the persistent question marks: a case study of
genetic drift''
D.M. Tate and A.E. Smith, ``Expected allele coverage and the role of
mutation in genetic algorithms''
12:30-2pm Lunch (Brown Bag)
KCPA
(Main Lobby, 5th Floor)
1:30-5:00pm Registration
Levis
(Lobby, Main Floor)
2-3:30pm Technical Sessions
Levis
Genetic algorithms and neural networks (3rd Floor)
T. Uthmann and D. Polani, ``Training Kohonen feature maps in different
topologies: an analysis using genetic algorithms''
F. Gruau, ``Genetic synthesis of modular neural networks''
S.G. Romaniuk, ``Evolutionary growth perceptrons''
D.S. Feldman, ``Fuzzy network synthesis with genetic algorithms''
Scheduling and other applications
(Room 407)
M.J. Shaw, I. Lee, and R. Sikora, ``Joint lot sizing and sequencing with
genetic algorithms for scheduling: evolving the
chromosome structure''
M.D. Kidwell, ``Using genetic algorithms to schedule distributed tasks on
a bus-based system''
M. Schoenauer and S. Xanthakis, ``Constrained GA optimization''
S.R. Thangiah, ``Vehicle routing and time deadlines using genetic and
local algorithms''
Theory (Music Room, 2nd Floor)
T.N. Bui and B.R. Moon, ``Hyperplane synthesis for genetic algorithms''
J. Horn, ``Finite Markov chain analysis of genetic algorithms with
niching''
J. Suzuki, ``A Markov chain analysis on a genetic algorithm''
S.J. Louis and G.J.E. Rawlins, ``Pareto optimality, GA-easiness and
deception (extended abstract)''
3:40-4:15pm Break
Levis
(2nd Floor)
4:15-5:30pm Technical Sessions
Levis
Genetic Operators (3rd Floor)
N.J. Radcliffe and F.A.W. George, ``A study in set recombination''
D. Thierens and D.E. Goldberg, ``Mixing in genetic algorithms''
L.J. Eshelman and J.D. Schaffer, ``Crossover's niche''
Applications (Room 407)
R. Unger and J. Moult, ``A genetic algorithm for 3D protein folding
simulations''
G. Jones, R.D. Brown, D.E. Clark, P. Willett, and R.C. Glen, ``Searching
databases of two-dimensional and three-dimensional chemical structures
using genetic algorithms''
H.A. Guvenir and I. Sirin, ``A genetic algorithm for classification by
feature partitioning''
Classifier systems (Music Room, 2nd Floor )
J. Oliver, ``Discovering individual decision rules: an application of
genetic algorithms''
R.A. Zitar and M.H. Hassoun, ``Regulator control via genetic search
assisted reinforcement learning''
P. Bonelli and A. Parodi, ``A new approach to fuzzy classifier systems''I
7:00pm Midwest Bar-B-Q Dinner
Chancellor Hotel
Midwest Ballroom
1501 S. Neil, Champaign
Shuttle Bus Provided
(Informal Dress)
Monday, July 19, 1993
8am-12:30pm Registration
KCPA
(Colwell Playhouse Foyer)
8:30-9:00am Coffee
KCPA
(Colwell Playhouse Foyer)
9-10:00am "Evolutionary optimization and the units of selection: why is
there a phenotype?" Invited Speaker: Gunter Wagner, Dept. of Biology,
Yale University
KCPA
(Colwell Playhouse )
10:00-10:45amBreak
KCPA
(Colwell Playhouse Foyer)
10:45-12:30pmTechnical Sessions
KCPA/Levis
Design applications (Levis, 3rd Floor)
E.R. Altman, V.K. Agarwal, and G.R. Gao, ``A novel methodology using
genetic algorithms for the design of caches and cache replacement policy''
R. San Martin and J.P. Knight, ``Genetic algorithms for the optimization of
integrated circuits synthesis''
J.D. Schaffer and L.J. Eshelman, ``Designing multiplierless digital filters
using genetic algorithms''
L. Davis, D. Orvosh, A. Cox, and Y. Qiu, ``A genetic algorithm for
survivable network design''
Classifier Systems and heuristic search
(Levis, Room 407)
G. Roberts, ``Dynamic planning for classifier systems''
A. Fairley and D.F. Yates, ``An investigation into possible causes of, and
solutions to, rule strength distortion in the bucket brigade''
K. Twardowski, ``Credit assignment for pole balancing with learning
classifier systems''
M.-T. Shing and G.B. Parker, ``Genetic algorithms for the development of
real-time multi-heuristic search strategies''
Genetic programming (Krannert Playhouse)
P.J. Angeline and J.B. Pollack, ``Competitive environments evolve better
solutions for complex tasks''
B.-T. Zhang and H. Muhlenbein, ``Genetic programming of minimal neural nets
using Occam's razor''
K.E. Kinnear, Jr., ``Generality and difficulty in genetic programming: evolving a
sort''
H. Iba, T. Kurita, H. de Garis, and T. Sato, ``System identification using
structured genetic algorithms''
12:30-2pm Lunch (Sit Down Service)
KCPA
(Main Lobby, 5th Floor)
1:30-5:00pm Registration
Levis
(Lobby, Main Floor )
2-3:30pm Poster Session
Levis
(2nd Floor)
3:30-4:00pm Break
Levis
(2nd Floor)
4-5:30pm Technical Sessions
Levis
Genetic programming
(3rd Floor)
S. Handley, ``Automated learning of a detector for alpha-helices in protein
sequences via genetic programming''
J.R. Koza, ``Simultaneous discovery of reusable detectors and subroutines
using genetic programming''
W.A. Tackett, ``Genetic programming for feature discovery and image
discrimination''
Applications (Room 407)
J.W. Bala and H. Wechsler, ``Learning to detect targets using scale-space
and genetic search''
R.T. Haftka and H. Furuya, ``Genetic algorithms for placing actuators on
space structures''
W.F. Punch, E.D. Goodman, M. Pei, L. Chia-Shun, P. Hovland, and R. Enbody,
``Further research on feature selection and classification using genetic
algorithms''
Techniques (Music Room, 2nd Floor)
T. Back, ``Optimal mutation rates in genetic search''
S.-Y. Hwang and T. Kuo, ``A genetic algorithm with disruptive selection''
T. Jones and G.J.E. Rawlins, ``Reverse hillclimbing, genetic algorithms and
the busy beaver problem''
6-7:30pm "Mathematica Preview and Reception at Wolfram Research"
Wolfram Research, Inc.
100 Trade Center Drive
Champaign, IL 61820
Shuttle Bus Provided
8:00pm Informal Workshop
(Optional)
Levis
(3rd Floor)
No shuttle bus service
Tuesday, July 20, 1993
8:30-12:30pm Registration
KCPA
(Colwell Playhouse Foyer)
8:30-9:00am Coffee
KCPA
(Colwell Playhouse Foyer)
9-10:00am "Using the Schema Theorem to counter hitchiking and premature
convergence"
Invited Speaker: John Holland, Dept. of Psychology, University of
Michigan KCPA
(Colwell Playhouse )
10:00-10:45amBreak
KCPA
(Colwell Playhouse Foyer)
10:45-12:30pmTechnical Sessions
Workshops
KCPA/Levis
12:30-2:00pm Lunch (Box Lunch)
KCPA
(Main Lobby, 5th Floor)
2-3:45pm Technical Sessions
Levis
Design applications (3rd Floor)
C.M. Fonseca and P.J. Fleming, ``Genetic algorithms for multiobjective
optimization: formulation, discussion and generalization''
D. Beasley, D.R. Bull, and R.R. Martin, ``Reducing epistasis in
combinatorial problems by expansive coding''
D. Powell and M.M. Skolnick, ``Using genetic algorithms in engineering
design optimization with non-linear constraints''
H. Watabe and N. Okino, ``A study on genetic shape design''
Techniques (Room 407)
C.R. Reeves, ``Using genetic algorithms with small populations''
X. Yin and N. Germay, "A Fast Genetic Algorithm with Sharing Scheme Using
Cluster Analysis Methods in Multimodal Function Optimization"
S. Tsutsui and Y. Fujimoto, ``Forking genetic algorithm with blocking and
shrinking modes (FGA)''
D.E. Goldberg, K. Deb, H. Kargupta, and G. Harik, ``Rapid, accurate
optimization of difficult problems using fast messy genetic algorithms''
3:45-4:15pm Break
Levis
(2nd Floor)
4:15-5:30pm Technical Sessions
Levis
Combinatorial optimization applications
(3rd Floor)
A. Homaifar, S. Guan, and G.E. Liepins, ``A new approach on the traveling
salesman problem by the genetic algorithms''
D. Levine, ``A genetic algorithm for the set partitioning problem''
A. Smith and D.M. Tate,``Genetic optimization using a penalty function''
Techniques (Room 407)
B.W. Wah and A.N. Aizawa, `"Scheduling of Genetic Algorithms in a Noisy
Environment"
M. Lee and H. Takagi, ``Dynamic control of genetic algorithms using fuzzy
logic techniques''
C.L. Ramsey and J.J. Grefenstette, ``Case-based initialization of genetic
algorithms''
Parallel genetic algorithms
(Music Room, 2nd Floor)
S. Baluja, ``Structure and performance of fine-grain parallelism in genetic
search''
T. Maruyama, T. Hirose, and A. Konagaya, ``A fine-grained parallel genetic
algorithm for distributed parallel systems''
R. Shonkwiler, ``Parallel genetic algorithms''
5:30-6:30pm Wine and cheese reception hosted by MIT Press to celebrate
the launch of "Evolutionary Computation"
Levis
(2nd Floor)
Wednesday, July 21, 1993
8:30-12:30pm Registration
Levis
(Main Floor Lobby)
8:30-9:00am Coffee
Levis
(2nd Floor)
9-10:45am Technical Sessions
Levis
Parallel genetic algorithms
(3rd Floor)
Y. Davidor, T. Yamada, and R. Nakano, ``The ECOlogical framework II:
improving GA performance at virtually zero cost''
V.S. Gordon and D. Whitley, ``Serial and parallel genetic algorithms as
function optimizers''
R.R. Meyer, R.-J. Chen, and J. Yeckel, ``A genetic algorithm for diversity
minimization and its parallel implementation''
L.D. Merkle and G.B. Lamont, ``Comparison of parallel messy genetic
algorithm data distribution strategies''
Combinatorial optimization
(Room 407)
A.T. Rahmani and N. Ono, ``A genetic algorithm for channel routing
problem''
K. Juliff, ``A multi-chromosome genetic algorithm for pallet loading''
B.A. Julstrom, ``A genetic algorithm for the rectilinear Steiner problem''
T. Munakata and D.J. Hashier, ``A genetic algorithm applied to the maximum
flow problem''
10:45-11:15am Break
Levis
(2nd Floor)
11:15-12:30pm Technical Sessions
Levis
Combinatorial optimization
(3rd Floor)
R.L. Wainwright and J.L. Blanton, Jr., ``Multiple vehicle routing with time
and capacity constraints using genetic algorithms''
H.G. Cobb and J.J. Grefenstette, ``Genetic algorithms for tracking changing
environments''
S.J. Flockton and M.S. White, ``Pole-zero system identification using
genetic algorithms''
Applications (Room 407)
W. Wienholt, "An Advanced Genetic Algorithm for Parameter Optimization
Problems"
J.-J. Yang and R.R. Korfhage, ``Query optimization in information retrieval
using genetic algorithms''
M. Manela, N.Thornhill, J.A. Campbell, ``Fitting spline functions to noisy
data using a genetic algorithm''
12:30-2pm Break
Levis
(2nd Floor)
2-3:30pm Business Meeting
Levis
(Room 407)
Invited Speakers
David Campbell, Head, Dept. of Physics, University of Illinois. Topic:
Dynamical Systems And Evolution
Gunter Wagner, Professor, Dept. of Biology, Yale University. Topic:
Evolutionary Optimization And The Units Of Selection: Why Is There A
Phenotype?
John Holland, Professor, Dept. of Psychology, University of Michigan.
Topic: Using The Schema Theorem To Counter Hitchhiking And Premature
Convergence
Papers
Erik R. Altman, V.K. Agarwak, and G.R. Gao, "A Novel Methodology Using
Genetic Algorithms for the Design of Caches and Cache Replacement Policy"
Peter J. Angeline and J.B. Pollack, "Competitive Environments Evolve Better
Solutions for Complex Tasks"
Thomas Back, "Optimal Mutation Rates in Genetic Search"
Jerzy W. Bala and H. Wechsler, "Learning to Detect Targets Using
Scale-Space and Genetic Search"
S. Baluja, ``Structure and performance of fine-grain parallelism in genetic
search''
David Beasley, D.R. Bull, and R.R. Martin, "Reducing Epistasis in
Combinatorial Problems by Expansive Coding"
Pierre Bonelli and A. Parodi, "A New Approach to Fuzzy Classifier Systems"
Ralph Bruns, "Direct Chromosome Representation and Advanced Genetic
Operators for Production Scheduling"
T. N. Bui and Byung R. Moon, "Hyperplane Synthesis for Genetic Algorithms"
Helen G. Cobb and J.J. Grefenstette, "Genetic Algorithms for Tracking
Changing Environments"
Yuval Davidor, T. Yamada, and R. Nakano, "The ECOlogical Framework II:
Improving GA Performance With Virtually Zero Cost"
Lawrence Davis, D. Orvosh, A. Cox, and Y. Qiu, "A Genetic Algorithm for
Survivable Network Design"
K. De Jong and William Spears, "On the State of Evolutionary Computation"
M. de la Maza and Bruce Tidor, "An Analysis of Selection Procedures with
Particular Attention Paid to Proportional and Boltzmann Selection"
Fred F. Easton and N. Mansour, "A Distributed Genetic Algorithm for
Employee Staffing and Scheduling Problems"
Larry J. Eshelman and J. D. Schaffer, "Crossover's Niche"
Andrew Fairley and D.F. Yates, "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 and M.S. White, "Pole-Zero System Identification Using
Genetic Algorithms"
Carlos Fonseca and P.J. Fleming, "Genetic Algorithms for Multiobjective
Optimization: Formulation, Discussion and Generalization"
David E. Goldberg and D. Thierens, "Mixing in Genetic Algorithms"
David E. Goldberg, K. Deb, H. Kargupta, and G. Harik, "Rapid, Accurate
Optimization of Difficult Problems Using Fast Messy Genetic Algorithms"
V. Scott Gordon and D. Whitley, "Serial and Parallel Genetic Algorithms as
Function Optimizers"
Frederic Gruau, "Genetic Synthesis of Modular Neural Networks"
H. Altay Guvenir and I Sirin, "A Genetic Algorithm for Classification by
Feature Partitioning"
S. Handley, ``Automated learning of a detector for alpha-helices in protein
sequences via genetic programming''
Raphael T. Haftka and H. Furuya, "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, S. Guan, and G.E. Liepins, "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 and T. Kuo, "A Genetic Algorithm with Disruptive Selection"
Hitoshi Iba, T. Kurita, H. de Garis, and T. Sato, "System Identification
using Structured Genetic Algorithms"
Terry Jonesand G.J.E. Rawlins, "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"
J.R. Koza, ``Simultaneous discovery of reusable detectors and subroutines
using genetic programming''
Michael Lee and H. Takagi, "Dynamic Control of Genetic Algorithms Using
Fuzzy Logic Techniques"
David M. Levine, "A Genetic Algorithm for the Set Partitioning Problem"
S.J. Louis and G.J.E. Rawlins, ``Pareto optimality, GA-easiness and
deception (extended abstract)''
Mauro Manela, N. Thornhill, J.A. Campbell, "Fitting Spline Functions to
Noisy Data Using a Genetic Algorithm"
Tsutomu Maruyama, T. Hirose, and A. Konagaya, "A Fine-Grained Parallel
Genetic Algorithm for Distributed Parallel Systems"
Laurence D. Merkle and G.B. Lamont, "Comparison of Parallel Messy Genetic
Algorithm Data Distribution Strategies"
Robert R. Meyer, R.-J. Chen, and J. Yeckel, "A Genetic Algorithm for
Diversity Minimization and Its Parallel Implementation"
Toshinori Munakata and D.J. Hashier, "A Genetic Algorithm Applied to the
Maximum Flow Problem"
Jim Oliver, "Discovering Individual Decision Rules: An Application of
Genetic Algorithms"
Francesco Palmieri and X. Qi, "Diversification Role of Crossover in the
Genetic Algorithms"
L.M. Patnaik and M. Srinivas, "Binomially Distributed Populations for
Modelling GAs"
D. Powell and Michael M. Skolnick, "Using Genetic Algorithms in Engineering
Design Optimization with Non-Linear Constraints"
W.F. Punch, E. D. Goodman, M. Pei, L. Chia-Shun, P. Hovland, and R. Enbody,
"Further Research on Feature Selection and Classification Using Genetic
Algorithms"
Nicholas J. Radcliffe and F.A.W. George, "A Study in Set Recombination"
A.T. Rahmani and Norihiko Ono, "A Genetic Algorithm for Channel Routing
Problem"
Connie Loggia Ramsey and J.J. Grefenstette, "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 and H.-L. Fang, "A Promising GA Approach to Job-Shop Scheduling
and Re-Scheduling Problems"
Raul San Martin and J.P. Knight, "Genetic Algorithms for the Optimization of Integrated Circuits Synthesis"
J. David Schaffer and L.J. Eshelman, "Designing Multiplierless Digital
Filters Using Genetic Algorithms"
Michael J. Shaw I. Lee, and R. Sikora, "Joint Lot Sizing and Sequencing
with Genetic Algorithms for Scheduling: Evolving the Chromosome Structure"
Man-Tak Shing and G.B. Parker, "Genetic Algorithms for the Development of
Real-Time Multi-Heuristic Search Strategies"
Marc Shoenauer and S. Xanthakis, "Constrained GA Optimization"
R. Shonkwiler, "Parallel Genetic Algorithms"
Alice E. Smith and D.M. Tate, "Genetic Optimization Using A Penalty
Function"
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 and A.E. Smith, "Expected Allele Coverage and the Role of
Mutation"
Sam R. Thangiah, "Vehicle Routing and Time Deadlines Using Genetic and
Local Algorithms"
Shigeyoshi Tsutsui and Y. Fujimoto, "Forking Genetic Algorithm with
Blocking and Shrinking Modes (FGA)"
Kirk Twardowski, "Credit Assignment for Pole Balancing with Learning
Classifier Systems"
Ron Unger and J. Moult, "A Genetic Algorithm for 3D Protein Folding
Simulations"
Thomas Uthmann and D. Polani, "Training Kohonen Feature Maps in Different
Topologies: an Analysis Using Genetic Algorithms"
Benjamin W. Wah and A.N. Aizawa, "Scheduling of Genetic Algorithms in a
Noisy Environment"
Roger L. Wainwright and J.L. Blanton, Jr., "Multiple Vehicle Routing with
Time and Capacity Constraints Using Genetic Algorithms"
Hirokazu Watabe and N. Okino, "A Study on Genetic Shape Design"
Willfried Wienholt, "An Advanced Genetic Algorithm for Parameter
Optimization Problems"
Peter Willett, R.D. Brown, D.E. Clark, G. Jones, and R.C. Glen, "Searching
Databases of Two-Dimensional and Three-Dimensional Chemical Structures
Using Genetic Algorithms"
Jing-Jye Yang and R.R. Korfhage, "Query Optimization in Information
Retrieval Using Genetic Algorithms"
Xiaodong Yin and N. Germay, "A Fast Genetic Algorithm with Sharing Scheme
Using Cluster Analysis Methods in Multimodal Function Optimization"
Byoung-Tak Zhangand H. Muhlenbein, "Genetic Programming of Minimal Neural
Nets Using Occam's Razor"
Raed Abu Zitar and M.H. Hassoun, "Regulator Control via Genetic Search
Assisted Reinforcement Learning"
Posters
Fabrizio Baiardi, D. Ciufolini, A.M. Lomatire, and G. Pesce, "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"
Wolfgang Banzhaf, Takashi Iwamoto, and Kazuo Kyumo, "Topological Aspects of
Genetic Algorithms"
Richard K. Belew and Thomas E. Kammeyer, ``Evolving Aesthetic
SortingNetworks Using Developmental Grammars''
Joachim Born, Ivan Santibanex-Koref, and Hans-Michael Voigt, "Multivalued
Evolutionary Algorithms"
Susan E. Carlson, Michael Ingrim, and Ronald Shonkwiler, "A Comparative
Evaluation of Search Methods Applied to Catalog Selection"
Hugh M. Cartwright and Stephen P. Harris, "The Application of the Genetic
Algorithm to Two-Dimensional Strings: The Source Apportionment Problem"
Dave Cliff, Inman Harvey, and Philip Husbands, "Genetic Convergence in a
Species of Evolved Robot Control
Architectures"
Joseph C. Culberson, "Crossover Versus Mutation: Fueling the Debate: TGA
versus GIGA"
Lawrence Davis and David Orvosh, "Shall We Repair? Genetic Algorithms,
Combinatorial Optimization, and Feasibility Constraints"
Mehdi Elketroussi and David Fan, "GADELO: A Multi-Population Genetic
Algorithm Based on Dynamic Exploration of Local Optima"
Fikret Ercal and Matthias Mayer, "Genetic Algorithms for Vertex Splitting
in DAG's"
Terence C. Fogarty, "Reproduction, Ranking, Replacement and Noisy
Evaluations: Experimental Results"
Takeshi Furuhashi, Ken Nakaoka, Koji Morikawa, and Yoshiki Uchikawa, "A
Proposal of Hierarchical Fuzzy Classifier Systems"
Brynn Hibbert, "Display of Chemical Structures in Two Dimensions and the
Evolution of Molecular Recognition"
John H. Holland and Melanie Mitchell, "When Will a Genetic Algorithm
Outperform Hill-Climbing?"
Akio Ishiguro, "A Genetic Algorithms' Application to Inverse Problems in
Electromagnetics"
Jyh-Shing Jang and Chuen-Tsai Sun, "Using Genetic Algorithms in Structuring
a Fuzzy Rulebase"
Antonia J. Jones, "A Schemata Theorem for Trees"
Jenny Juliany and Michael D. Vose, "The Genetic Algorithm Fractal"
Hillol Kargupta, "Information Transmission in Genetic Algorithm and
Shannon's Second Theorem"
Takashi Kido, Hiroaki Kitano, and Masakazu Kakanishi, "A Hybrid Search for
Genetic Algorithms: Combining Genetic Algorithms, TABU Search, and
Simulated Annealing"
Jinwoo Kim and Bernard P. Zeigler, "Asynchronous Genetic Algorithms on
Parallel Computers"
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 and Dirk Schlierkamp-Voosen, "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"
Masaharu Munetomo, Yoshiharu Sato, and Yoshiaki Takai, "An Efficient
Migration Scheme for Subpopulation-Based Asynchronously Parallel Genetic
Algorithms"
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"
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"
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
* Committee Members can be identifies by a blue dot on their name badges.
Feel free to ask them for assistance during the conference.
Special Thanks To The Following
International Society for Genetic Algorithms
Philips Laboratories, North American Philips Corporation
Office of Naval Research
Naval Research Laboratory
BBN
University of Illinois at Urbana-Champaign
National Center for Supercomputer Applications
Wolfram Research
Division of Conferences & Institutes at the University of Illinois
Keith Roberson
Student Volunteers
Additional Information
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.
Parking and Parking Passes: A limited number of $3 all day Levis lot
parking passes for Monday, Tuesday, and Wednesday will be available at the
registration desk or you may park at the meters (quarters only).
Public Transportation: For any independent transportation needs, you may
contact_________
Taxi __ contact Corky's phone 352-3121
Public City Bus Service (75 per ride) __ the city bus schedule will be
available at the registration desk .
For additional information on local sites and restaurants please consult
the pages included in your conference packet.
COMPUTER ROOM ACCESS
The computer room (located in room 405-6 Levis) is available to give
software demonstrations and to provide Telnet access to other computer installations.
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. Tennis__ your IMPE pass will also
admit you to the indoor/outdoor courts at the IMPE building. All other
outdoor courts located on campus are available at no charge with walk-on
availability.
Golf Courses (Local):
Lake of the Woods, Mahomet, IL (15-20 minutes to drive)
Phone 1-586-2183
Tee times needed daily, club and cart rental available. 18 hole, 9 hole
Par 3, driving range. Lots of hills, trees, water, sand traps.
University of Illinois Golf Course, Savoy, IL (10-15 minutes to drive)
Phone 359-5613
Tee times needed weekends and holidays only, club and cart rental
available. 2 18 hole, driving range. Lots of water, sand traps.
ICGA '93 is a non-smoking conference. Smoking is allowed in designated
areas only.
Registration Schedule
Saturday, July 17
12-3:00pm Levis Faculty Center
(Lobby, Main Floor)
7:00pm Levis Faculty Center
(Lobby, Main Floor)
Sunday, July 18 - Tuesday, July 20
8-12:30pm Krannert Center (KCPA)
(Colwell Playhouse Foyer)
1:30-5:00pm Levis Faculty Center
(Lobby, Main Floor)
Wednesday, July 21
8:30-12:00pm Levis Faculty Center
(Lobby, Main Floor)
============================================================================
=================================
Conference/Campus Bus Shuttle Schedule
Saturday, July 17
12noon-2:00pm from *hotels to Levis Faculty Center
5:00pm-6:00pm from Levis Faculty Center to *hotels
6:30pm-9:30pm from *hotels to Levis Faculty Center
Sunday, July 18
7:30am-9:30am from *hotels to Krannert Center for the Performing Arts
5:30pm-6:30pm from Levis Faculty Center to *hotels
6:30pm-7:30pm from *hotels to Chancellor Convention Center
9:00pm-10:00pm from Chancellor Convention Center to *hotels
Monday, July 19
7:30am-9:30am from *hotels to Krannert Center for the Performing Arts
5:30pm-6:30pm from Levis Faculty Center to *hotels with stop at Trade
Center Bldg. (connected to Radisson Suites Hotel)
7:00pm-8:00pm from Trade Center Bldg. to *hotels
Tuesday, July 20
8:00am-9:30am from *hotels to Krannert Center for the Performing Arts
5:30pm-7:30pm from Levis Faculty Center to *hotels
Wednesday, July 21
8:00am-9:30am from *hotels to Levis Faculty Center
11:30am-1:00pm from Levis Faculty Center to *hotels
*The following hotels will form part of the above shuttle:
Jumer's Castle Lodge - 209 S. Broadway, Urbana
University Inn - 302 E. John St., Champaign
Travelodge - 406 W. University, Urbana
Campus Inn - 1701 S. State St., Champaign
Busey-Evans will not have a conference/campus
shuttle as it is located 1/2 block from the conference.
GENERAL AND REGISTRATION 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
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 assist 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: lje@philabs.philips.com.
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
loric@ux1.cso.uiuc.edu 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
loric@ux1.cso.uiuc.edu.
______________________________________________
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 loric@ux1.cso.uiuc.edu. 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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