Genetic and Evolutionary Computation COnference

GECCO-2005

Table of Contents

Author Index

Real World Applications

Interactive Estimation of Agent-Based Financial Markets Models: 
Modularity and Learning  (page 1897)
I. Ecemis (CoalesiX)
E. Bonabeau (Icosystem)
T. Ashburn (Tiger)

Evolving Computer Intrusion Scripts for Vulnerability Assessment 
and Log Analysis  (page 1905)
J. Budynek, E. Bonabeau (Icosystem)
B. Shargel (New York University)

Learning Basic Navigation for Personal Satellite Assistant Using Neuroevolution  (page 1913)
Y. F. Sit, R. Miikkulainen (The University of Texas at Austin)

Genetic Algorithms for the Sailor Assignment Problem  (page 1921)
D. Garrett, J. Vannucci, R. Silva, D. Dasgupta (University of Memphis)
J. Simien (Naval Personnel Research, Studies and Technology)

Mission Planning for Joint Suppression of Enemy Air Defenses Using a Genetic Algorithm  (page 1929)
J. P. Ridder, J. C. HandUber (System of Systems Analytics Corporation)

Map-labelling with a Multi-objective Evolutionary Algorithm  (page 1937)
L. Bradstreet, L. Barone, L. While (The University of Western Australia)

Improving EA-based Design Space Exploration by Utilizing Symbolic Feasibility Tests  (page 1945)
T. Schlichter, C. Haubelt, J. Teich (University of Erlangen-Nuremberg)

Automated Re-Invention of Six Patented Optical Lens Systems using Genetic Programming  (page 1953)
J. R. Koza (Stanford University)
S. H. Al-Sakran, L. W. Jones (Genetic Programming Inc.)

Effective Image Compression using Evolved Wavelets  (page 1961)
U. Grasemann, R. Miikkulainen (The University of Texas at Austin)

The Molecule Evoluator: an Interactive Evolutionary Algorithm for Designing Drug Molecules  (page 1969)
E.-W. Lameijer, A. Ijzerman, J. Kok (Leiden University)
T. Bäck (Leiden University, NuTech Solutions)

Neuroevolution of an Automobile Crash Warning System  (page 1977)
K. Stanley, N. Kohl (University of Texas at Austin)
R. Sherony (Toyota Technical Center)
R. Miikkulainen (University of Texas at Austin)

Incorporating Fuzzy Knowledge into Fitness: Multiobjective Evolutionary 3D Design of Process Plants  (page 1985)
I. Mierswa (University of Dortmund)

Optimizing Parameters of a Mobile Ad Hoc Network Protocoll with a Genetic Algorithm  (page 1993) (Return to Top)
D. Montana, J. Redi (BBN Technologies)

Determining Equations for Vegetation Induced Resistance using Genetic Programming  (page 1999)
M. Keijzer (WL | Delft Hydraulics)
M. Baptist (Delft University of Technology)
V. Babovic, J. R. Uthurburu (WL | Delft Hydraulics)

Parameterized versus Generative Representations in Structural Design: An Empirical Comparison  (page 2007)
R. Kicinger, T. Arciszewski, K. De Jong (George Mason University)

A Multi-objective Algorithm for DS-CDMA Code Design Based on the Clonal Selection Principle  (page 2015)
D. Stevens, S. Das, B. Natarajan (Kansas State University)

Classification of Human Decision Behavior: Finding Modular Decision Rules with Genetic Algorithms  (page 2021)
F. Rothlauf, D. Schunk (University of Mannheim)
J. Pfeiffer (University of Waterloo)

GAMM: Genetic Algorithms with Meta-Models for Vision  (page 2029)
G. Lee, V. Bulitko (University of Alberta)

Genetic Fuzzy Discretization with Adaptive Intervals for Classification Problems  (page 2037)
Y.-S. Choi, B.-R. Moon (Seoul National University)
S. Y. Seo (KT Marketing & Technology Laboratory)

Hierarchical Multi-sensor Image Registration Using Evolutionary Computation  (page 2045)
J. Han, B. Bhanu (University of California at Riverside)

A Comparison of Evolutionary Algorithms for System-Level Diagnosis  (page 2053)
B. T. Nassu, E. P. Duarte Jr., A. T. R. Pozo (Federal University of Paraná)

Stock Prediction Based on Financial Correlation  (page 2061)                   (Return to Top)
Y.-K. Kwon, S.-S. Choi, B.-R. Moon (Seoul National University)

Use of a Genetic Algorithm in Brill's Transformation-Based Part-of-Speech Tagger  (page 2067)
G. Wilson, M. Heywood (Dalhousie University)

An "Ageing" Operator and Its Use in the Highly Constrained Topological Optimization of HVAC System Design  (page 2075)
J. Wight, Y. Zhang (Loughborough University)

Genetic Algorithm Optimization of Superresolution Parameters  (page 2083)
B. Ahrens (University of Idaho)

Nonlinear Feature Extraction Using a Neuro Genetic Hybrid  (page 2089)
Y.-K. Kwon, B.-R. Moon (Seoul National University)

Applying Metaheuristic Techniques to Search the Space 
of Bidding Strategies in Combinatorial Auctions  (page 2097)
A. Sureka, P. R. Wurman (North Carolina State University)

An Artificial Immune System Algorithm for CDMA Multiuser Detection over Multi-Path Channels  (page 2105)
M. Gong, L. Jiao, L. Wang (Xidian University)
H. Du (Xi'an Jiaotong University)

Optimization of Passenger Car Design for the Mitigation of Pedestrian Head Injury Using a Genetic Algorithm  (page 2113)
E. Carter (The University of Birmingham)
S. Ebdon (Independent Consultant)
C. Neal-Sturgess (The University of Birmingham)

An Ant Colony Algorithm for Multi-user Detection in Wireless Communication Systems  (page 2121)      (Return to Top)
S. L. Hijazi, B. Natarajan, S. Das (Kansas State University)

A Pareto Archive Evolutionary Strategy Based Radial Basis Function Neural Network Training Algorithm for Failure Rate Prediction in Overhead Feeders  (page 2127)
G. Cochenour, J. Simon, S. Das, A. Pahwa, S. Nag (Kansas State University)

Evolving Petri Nets to Represent Metabolic Pathways  (page 2133)
J. Nummela, B. A. Julstrom (St. Cloud State University)

MRI Magnet Design: Search Space Analysis, EDAs and a Real-World Problem with Significant Dependencies  (page 2141)
B. Yuan, M. Gallagher, S. Crozier (The University of Queensland)

Predicting Mining Activity with Parallel Genetic Algorithms  (page 2149)
S. Talaie, R. Leigh, S. J. Louis, G. L. Raines (University of Nevada)

An Efficient Evolutionary Algorithm Applied to the Design of Two-dimensional IIR Filters  (page 2157)
S. Das, A. Konar (Jadavpur University)
U. K. Chakraborty (University of Missouri)

An Enhanced GA to Improve the Search Process Reliability in Tuning of Control Systems  (page 2165)
A. Soltoggio (The University of Birmingham)

Three Dimensional Evolutionary Aerodynamic Design Optimization 
with CMA-ES  (page 2173)
M. Hasenjäger, B. Sendhoff (Honda Research Institute Europe GmbH)
T. Sonoda, T. Arima (Honda R&D Ltd.)

Evolutionary Optimization of Dynamic Control Problems Accelerated by Progressive Step Reduction  (page 2181)
Q. T. Pham (University of New South Wales)

Real World Applications: Posters                                                         (Return to Top)

Heuristic Rules Embedded Genetic Algorithm to Solve In-Core Fuel Management Optimization Problem  (page 2191)
F. Alim, K. Ivanov (Pennsylvania State University)

New Evolutionary Techniques for Test-Program Generation 
for Complex Microprocessor Cores  (page 2193)
E. Sanchez, M. Schillaci, M. S. Reorda, G. Squillero, L. Sterpone, M. Violante (Politecnico di Torino)

Multi-Objective Optimization of Diesel Engine Emissions 
and Fuel Economy Using SPEA2+  (page 2195)
T. Hiroyasu, M. Miki, S. Nakayama, Y. Hanada (Doshisha University)

A Case Study of Process Facility Optimization using Discrete 
Event Simulation and Genetic Algorithm  (page 2197)
K. P. Dahal (University of Bradford)
S. J. Galloway, G. M. Burt, J. R. McDonald (University of Strathclyde)
I. Hopkins (Rolls Royce plc.)

Collaborative Interactive Evolution  (page 2199)
S. R. Szumlanski, A. S. Wu, C. E. Hughes (University of Central Florida)

Event-driven Learning Classifier Systems for Online Soccer Games  (page 2201)
Y. Sato, R. Kanno (Hosei University)

A Genetic Algorithm Approach to the Selection of Near-Optimal 
Subsets from Large Sets  (page 2203)
P. Whiting, P. W. Poon (Tillinghast)
J. N. Carter (Imperial College)

Compact Genetic Algorithm for Active Interval Scheduling 
in Hierarchical Sensor Networks  (page 2205)
M.-H. Jin, C.-Y. Kao, Y.-C. Huang (Taiwan University)
D. F. Hsu (Fordham University)
R.-G. Lee (Taipei University of Technology)
C.-K. Lee (Taiwan University)

Symbolic Regression in Multicollinearity Problems  (page 2207)                   (Return to Top)
F. A. Castillo, C. M. Villa (The Dow Chemical Company)

GATS 1.0: A Novel GA-based Scheduling Algorithm 
for Task Scheduling on Heterogeneous Processor Nets  (page 2209)
M. Daoud, N. Kharma (Concordia University)

Using Evolutionary Optimization to Improve Markov-based Classification with Limited Training Data  (page 2211)
T. Meekhof, R. B. Heckendorn (University of Idaho)

MOEA Design of Robust Digital Symbol Sets  (page 2213)
R. O. Day (Air Force Institute of Technology)
A. S. Nunez (Air Force Research Laboratory)
G. B. Lamont (Air Force Institute of Technology)

Design of Air Pump System Using Bond Graph 
and Genetic Programming Method  (page 2215)
K. Seo (Seokyeong University)
E. D. Goodman, R. C. Rosenberg (Michigan State University)

Production Planning in Manufacturing/Remanufacturing 
Environment using Genetic Algorithm  (page 2217)
C. Lim (Seoul National University)
E. Sim (Samsung Electronics Co., Ltd)

Introducing a Watermarking with a Multi-Objective Genetic Algorithm  (page 2219)
D. S. Díaz, M. G. Romay (Universidad del Pais Vasco)

A New Evolutionary Method for Time Series Forecasting  (page 2221)
T. A. E. Ferreira, G. C. Vasconcelos, P. J. L. Adeodato (Federal University of Pernambuco)