GECCO 2003:
Chicago, IL, USA
Erick Cantú-Paz, James A. Foster, Kalyanmoy Deb, Lawrence Davis, Rajkumar Roy, Una-May O'Reilly, Hans-Georg Beyer, Russell K. Standish, Graham Kendall, Stewart W. Wilson, Mark Harman, Joachim Wegener, Dipankar Dasgupta, Mitchell A. Potter, Alan C. Schultz, Kathryn A. Dowsland, Natasa Jonoska, Julian F. Miller (Eds.):
Genetic and Evolutionary Computation - GECCO 2003, Genetic and Evolutionary Computation Conference, Chicago, IL, USA, July 12-16, 2003. Proceedings, Part II.
Lecture Notes in Computer Science 2724 Springer 2003, ISBN 3-540-40603-4 
Genetic Algorithms (continued)
- Jiri Ocenasek, Josef Schwarz, Martin Pelikan:
Design of Multithreaded Estimation of Distribution Algorithms.
1247-1258
- Topon Kumar Paul, Hitoshi Iba:
Reinforcement Learning Estimation of Distribution Algorithm.
1259-1270
- Martin Pelikan, David E. Goldberg:
Hierarchical BOA Solves Ising Spin Glasses and MAXSAT.
1271-1282
- Eduardo Rodriguez-Tello, Jose Torres-Jimenez:
ERA: An Algorithm for Reducing the Epistasis of SAT Problems.
1283-1294
- Peter Ross, Javier G. Marín-Blázquez, Sonia Schulenburg, Emma Hart:
Learning a Procedure That Can Solve Hard Bin-Packing Problems: A New GA-Based Approach to Hyper-heuristics.
1295-1306
- Franz Rothlauf:
Population Sizing for the Redundant Trivial Voting Mapping.
1307-1319
- Conor Ryan, J. J. Collins, David Wallin:
Non-stationary Function Optimization Using Polygenic Inheritance.
1320-1331
- Kumara Sastry, David E. Goldberg:
Scalability of Selectorecombinative Genetic Algorithms for Problems with Tight Linkage.
1332-1344
- Dong-il Seo, Yong-Hyuk Kim, Byung Ro Moon:
New Entropy-Based Measures of Gene Significance and Epistasis.
1345-1356
- Dong-il Seo, Byung Ro Moon:
A Survey on Chromosomal Structures and Operators for Exploiting Topological Linkages of Genes.
1357-1368
- Franciszek Seredynski, Pascal Bouvry, Albert Y. Zomaya:
Cellular Programming and Symmetric Key Cryptography Systems.
1369-1381
- Robert E. Smith, Claudio Bonacina:
Mating Restriction and Niching Pressure: Results from Agents and Implications for General EC.
1382-1393
- Christopher R. Stephens, Adolfo Zamora:
EC Theory: A Unified Viewpoint.
1394-1405
- Tobias Storch, Ingo Wegener:
Real Royal Road Functions for Constant Population Size.
1406-1417
- Matthew J. Streeter:
Two Broad Classes of Functions for Which a No Free Lunch Result Does Not Hold.
1418-1430
- Alexander P. Topchy, William F. Punch:
Dimensionality Reduction via Genetic Value Clustering.
1431-1443
- Marc Toussaint:
The Structure of Evolutionary Exploration: On Crossover, Buildings Blocks, and Estimation-Of-Distribution Algorithms.
1444-1456
- Manuel Valenzuela-Rendón:
The Virtual Gene Genetic Algorithm.
1457-1468
- L. Darrell Whitley, Deon Garrett, Jean-Paul Watson:
Quad Search and Hybrid Genetic Algorithms.
1469-1480
- Mark Wineberg, Franz Oppacher:
Distance between Populations.
1481-1492
- Mark Wineberg, Franz Oppacher:
The Underlying Similarity of Diversity Measures Used in Evolutionary Computation.
1493-1504
- Alden H. Wright, Michael D. Vose, Jonathan E. Rowe:
Implicit Parallelism.
1505-1517
- Danica Wyatt, Hod Lipson:
Finding Building Blocks through Eigenstructure Adaptation.
1518-1529
- Ningchuan Xiao, Marc P. Armstrong:
A Specialized Island Model and Its Application in Multiobjective Optimization.
1530-1540
- Han Yu, Annie S. Wu, Kuo-Chi Lin, Guy A. Schiavone:
Adaptation of Length in a Nonstationary Environment.
1541-1553
- Tian-Li Yu, David E. Goldberg, Kumara Sastry:
Optimal Sampling and Speed-Up for Genetic Algorithms on the Sampled OneMax Problem.
1554-1565
- Chatchawit Aporntewan, Prabhas Chongstitvatana:
Building-Block Identification by Simultaneity Matrix.
1566-1567
- Jürgen Branke, Michael Stein, Hartmut Schmeck:
A Unified Framework for Metaheuristics.
1568-1569
- Vincenzo Cutello, Francesco Pappalardo:
The Hitting Set Problem and Evolutionary Algorithmic Techniques with ad-hoc Viruses (HEAT-V).
1570-1571
- Grant Dick:
The Spatially-Dispersed Genetic Algorithm.
1572-1573
- Federico Divina, Maarten Keijzer, Elena Marchiori:
Non-universal Suffrage Selection Operators Favor Population Diversity in Genetic Algorithms.
1574-1575
- Stephen Drake:
Uniform Crossover Revisited: Maximum Disruption in Real-Coded GAs.
1576-1577
- Christian Gagné, Marc Parizeau, Marc Dubreuil:
The Master-Slave Architecture for Evolutionary Computations Revisited.
1578-1579
Genetic Algorithms - Posters
- Jonatan Gómez, Dipankar Dasgupta, Fabio A. González:
Using Adaptive Operators in Genetic Search.
1580-1581
- William A. Greene:
A Kernighan-Lin Local Improvement Heuristic That Solves Some Hard Problems in Genetic Algorithms.
1582-1583
- Haipeng Guo, William H. Hsu:
GA-Hardness Revisited.
1584-1585
- Jonathan Hallam, Adam Prügel-Bennett:
Barrier Trees For Search Analysis.
1586-1587
- Gregory A. Holifield, Annie S. Wu:
A Genetic Algorithm as a Learning Method Based on Geometric Representations.
1588-1589
- Tom Kalisker, Doug Camens:
Solving Mastermind Using Genetic Algorithms.
1590-1591
- Rajeev Kumar, Peter Rockett:
Evolutionary Multimodal Optimization Revisited.
1592-1593
- Andrew Lim, Brian Rodrigues, Fei Xiao:
Integrated Genetic Algorithm with Hill Climbing for Bandwidth Minimization Problem.
1594-1595
- Andrew Lim, Zhou Xu:
A Fixed-Length Subset Genetic Algorithm for the p-Median Problem.
1596-1597
- Shouichi Matsui, Isamu Watanabe, Ken-ichi Tokoro:
Performance Evaluation of a Parameter-Free Genetic Algorithm for Job-Shop Scheduling Problems.
1598-1599
- Paulito P. Palmes, Taichi Hayasaka, Shiro Usui:
SEPA: Structure Evolution and Parameter Adaptation in Feed-Forward Neural Networks.
1600-1601
- Sung-Joon Park, Masayuki Yamamura:
Real-Coded Genetic Algorithm to Reveal Biological Significant Sites of Remotely Homologous Proteins.
1602-1603
- Elena Popovici, Kenneth A. De Jong:
Understanding EA Dynamics via Population Fitness Distributions.
1604-1605
- Oliver Ritthoff, Ralf Klinkenberg:
Evolutionary Feature Space Transformation Using Type-Restricted Generators.
1606-1607
- Franz Rothlauf:
On the Locality of Representations.
1608-1609
- Sang-Moon Soak, Byung-Ha Ahn:
New Subtour-Based Crossover Operator for the TSP.
1610-1611
- Jason Teo, Hussein A. Abbass:
Is a Self-Adaptive Pareto Approach Beneficial for Controlling Embodied Virtual Robots?
1612-1613
- Lirong Tian, Tughrul Arslan:
A Genetic Algorithm for Energy Efficient Device Scheduling in Real-Time Systems.
1614-1615
- Miwako Tsuji, Masaharu Munetomo, Kiyoshi Akama:
Metropolitan Area Network Design Using GA Based on Hierarchical Linkage Identification.
1616-1617
- Shengxiang Yang:
Statistics-Based Adaptive Non-uniform Mutation for Genetic Algorithms.
1618-1619
- Tian-Li Yu, David E. Goldberg, Ali Yassine, Ying-Ping Chen:
Genetic Algorithm Design Inspired by Organizational Theory: Pilot Study of a Dependency Structure Matrix Driven Genetic Algorithm.
1620-1621
- Emily M. Zechman, S. Ranji Ranjithan:
Are the "Best" Solutions to a Real Optimization Problem Always Found in the Noninferior Set? Evolutionary Algorithm for Generating Alternatives (EAGA).
1622-1623
- Jian Zhang, Xiaohui Yuan, Bill P. Buckles:
Population Sizing Based on Landscape Feature.
1624-1625
Genetic Programming
- R. Muhammad Atif Azad, Conor Ryan:
Structural Emergence with Order Independent Representations.
1626-1638
- Jason M. Daida, Adam M. Hilss:
Identifying Structural Mechanisms in Standard Genetic Programming.
1639-1651
- Jason M. Daida, Adam M. Hilss, David J. Ward, Stephen L. Long:
Visualizing Tree Structures in Genetic Programming.
1652-1664
- Jason M. Daida, Hsiaolei Li, Ricky Tang, Adam M. Hilss:
What Makes a Problem GP-Hard? Validating a Hypothesis of Structural Causes.
1665-1677
- Gregory Hornby:
Generative Representations for Evolving Families of Designs.
1678-1689
- Daniel Howard, Karl Benson:
Evolutionary Computation Method for Promoter Site Prediction in DNA.
1690-1701
- William B. Langdon:
Convergence of Program Fitness Landscapes.
1702-1714
- Hongwei Liu, Hitoshi Iba:
Multi-agent Learning of Heterogeneous Robots by Evolutionary Subsumption.
1715-1718
- Sean Luke, Gabriel Catalin Balan, Liviu Panait:
Population Implosion in Genetic Programming.
1729-1739
- Liviu Panait, Sean Luke:
Methods for Evolving Robust Programs.
1740-1751
- Conor Ryan, Maarten Keijzer, Miguel Nicolau:
On the Avoidance of Fruitless Wraps in Grammatical Evolution.
1752-1763
- Kisung Seo, Zhun Fan, Jianjun Hu, Erik D. Goodman, Ronald C. Rosenberg:
Dense and Switched Modular Primitives for Bond Graph Model Design.
1764-1775
- Sara Silva, Jonas S. Almeida:
Dynamic Maximum Tree Depth.
1776-1787
- Leonardo Vanneschi, Marco Tomassini, Manuel Clergue, Philippe Collard:
Difficulty of Unimodal and Multimodal Landscapes in Genetic Programming.
1788-1799
Genetic Programming - Posters
- Edmund K. Burke, Steven M. Gustafson, Graham Kendall:
Ramped Half-n-Half Initialisation Bias in GP.
1800-1801
- Sin Man Cheang, Kin-Hong Lee, Kwong-Sak Leung:
Improving Evolvability of Genetic Parallel Programming Using Dynamic Sample Weighting.
1802-1803
- Rodney Fry, Andrew M. Tyrrell:
Enhancing the Performance of GP Using an Ancestry-Based Mate Selection Scheme.
1804-1805
- Peter Galos, Peter Nordin, Joel Olsén:
Kristofer Sundén Ringnér, A General Approach to Automatic Programming Using Occam's Razor, Compression, and Self-Inspection.
1806-1807
- Yi Liu, Taghi M. Khoshgoftaar:
Building Decision Tree Software Quality Classification Models Using Genetic Programming.
1808-1809
- Holger Mauch:
Evolving Petri Nets with a Genetic Algorithm.
1810-1811
- Marco Tomassini, Leonardo Vanneschi, Francisco Fernández de Vega, Germán Galeano Gil:
Diversity in Multipopulation Genetic Programming.
1812-1813
- Kazuto Tominaga, Tomoya Suzuki, Kazuhiro Oka:
An Encoding Scheme for Generating lambda-Expressions in Genetic Programming.
1814-1815
- Hiromi Wakaki, Hitoshi Iba:
AVICE: Evolving Avatar's Movernent.
1816-1817
Learning Classifier Systems
Learning Classifier Systems - Posters
Real World Applications
- Shin Ando, Hitoshi Iba:
Artificial Immune System for Classification of Gene Expression Data.
1926-1937
- Plamen P. Angelov, Y. Zhang, Jonathan A. Wright, V. I. Hanby, Richard A. Buswell:
Automatic Design Synthesis and Optimization of Component-Based Systems by Evolutionary Algorithms.
1938-1950
- Lourdes Araujo:
Studying the Advantages of a Messy Evolutionary Algorithm for Natural Language Tagging.
1951-1962
- Thomas Beielstein, Claus-Peter Ewald, Sandor Markon:
Optimal Elevator Group Control by Evolution Strategies.
1963-1974
- Flor A. Castillo, Ken A. Marshall, James L. Green, Arthur K. Kordon:
A Methodology for Combining Symbolic Regression and Design of Experiments to Improve Empirical Model Building.
1975-1985
- Ping Chen, Zhaohui Fu, Andrew Lim, Brian Rodrigues:
The General Yard Allocation Problem.
1986-1997
- Sung-Soon Choi, Byung Ro Moon:
Connection Network and Optimization of Interest Metric for One-to-One Marketing.
1998-2009
- Yoon-Seok Choi, Byung Ro Moon:
Parameter Optimization by a Genetic Algorithm for a Pitch Tracking System.
2010-2021
- John A. Clark, Jeremy L. Jacob, Susan Stepney:
Secret Agents Leave Big Footprints: How to Plant a Cryptographic Trapdoor, and Why You Might Not Get Away with It.
2022-2033
- Clare Bates Congdon, Raymond H. Mazza:
GenTree: An Interactive Genetic Algorithms System for Designing 3D Polygonal Tree Models.
2034-2045
- Lionel Elliott, Derek B. Ingham, Adrian G. Kyne, Nicolae S. Mera, Mohamed Pourkashanian, Christopher W. Wilson:
Optimisation of Reaction Mechanisms for Aviation Fuels Using a Multi-objective Genetic Algorithm.
2046-2057
- Zhun Fan, Kisung Seo, Jianjun Hu, Ronald C. Rosenberg, Erik D. Goodman:
System-Level Synthesis of MEMS via Genetic Programming and Bond Graphs.
2058-2071
- Sean L. Forman, Yading Yue:
Congressional Districting Using a TSP-Based Genetic Algorithm.
2072-2083
- Faustino J. Gomez, Risto Miikkulainen:
Active Guidance for a Finless Rocket Using Neuroevolution.
2084-2095
- Karim Hamza, Juan F. Reyes-Luna, Kazuhiro Saitou:
Simultaneous Assembly Planning and Assembly System Design Using Multi-objective Genetic Algorithms.
2096-2108
- José Ignacio Hidalgo, Francisco Fernández de Vega, Juan Lanchares, Juan Manuel Sánchez-Pérez, Román Hermida, Marco Tomassini, Ranieri Baraglia, Raffaele Perego, Oscar Garnica:
Multi-FPGA Systems Synthesis by Means of Evolutionary Computation.
2109-2120
- Zhijian Huang, Min Pei, Erik D. Goodman, Yong Huang, Gaoping Li:
Genetic Algorithm Optimized Feature Transformation - A Comparison with Different Classifiers.
2121-2133
- Manabu Ichikawa, Kiyoshi Tanaka, Shoji Kondo, Koji Hiroshima, Kazuo Ichikawa, Shoko Tanabe, Kiichiro Fukami:
Web-Page Color Modification for Barrier-Free Color Vision with Genetic Algorithm.
2134-2146
- Jun-Su Jang, Kuk-Hyun Han, Jong-Hwan Kim:
Quantum-Inspired Evolutionary Algorithm-Based Face Verification.
2147-2156
- Charles L. Karr, Rodney Bowersox, Vishnu Singh:
Minimization of Sonic Boom on Supersonic Aircraft Using an Evolutionary Algorithm.
2157-2167
- Yong-Hyuk Kim, Seung-Kyu Lee, Byung Ro Moon:
Optimizing the Order of Taxon Addition in Phylogenetic Tree Construction Using Genetic Algorithm.
2168-2178
- Rajeev Kumar, Nilanjan Banerjee:
Multicriteria Network Design Using Evolutionary Algorithm.
2179-2190
- Ngai Ming Kwok, Sam Kwong:
Control of a Flexible Manipulator Using a Sliding Mode Controller with Genetic Algorithm Tuned Manipulator Dimension.
2191-2202
- Yung-Keun Kwon, Byung Ro Moon:
Daily Stock Prediction Using Neuro-genetic Hybrids.
2203-2214
- Seung-Kyu Lee, Yong-Hyuk Kim, Byung Ro Moon:
Finding the Optimal Gene Order in Displaying Microarray Data.
2215-2226
- Yingqiang Lin, Bir Bhanu:
Learning Features for Object Recognition.
2227-2239
- Shouichi Matsui, Isamu Watanabe, Ken-ichi Tokoro:
An Efficient Hybrid Genetic Algorithm for a Fixed Channel Assignment Problem with Limited Bandwidth.
2240-2251
- Behrouz Minaei-Bidgoli, William F. Punch:
Using Genetic Algorithms for Data Mining Optimization in an Educational Web-Based System.
2252-2263
- Emi Myodo, Hernán E. Aguirre, Kiyoshi Tanaka:
Improved Image Halftoning Technique Using GAs with Concurrent Inter-block Evaluation.
2264-2276
- David M. Reif, Bill C. White, Nancy Olsen, Thomas M. Aune, Jason H. Moore:
Complex Function Sets Improve Symbolic Discriminant Analysis of Microarray Data.
2277-2287
- Shusuke Saeki, Kiyoshi Asai, Katsutoshi Takahashi, Yutaka Ueno, Katsunori Isono, Hitoshi Iba:
GA-Based Inference of Euler Angles for Single Particle Analysis.
2288-2300
- Ioannis A. Sarafis, Philip W. Trinder, Ali M. S. Zalzala:
Mining Comprehensible Clustering Rules with an Evolutionary Algorithm.
2301-2312
- Conrad Shyu, James A. Foster:
Evolving Consensus Sequence for Multiple Sequence Alignment with a Genetic Algorithm.
2313-2324
- Dong Song, Malcolm I. Heywood, A. Nur Zincir-Heywood:
A Linear Genetic Programming Approach to Intrusion Detection.
2325-2336
- Masaru Tezuka, Masahiro Hiji:
Genetic Algorithm for Supply Planning Optimization under Uncertain Demand.
2337-2346
- Siu Shing Tong, David J. Powell:
Genetic Algorithms: A Fundamental Component of an Optimization Toolkit for Improved Engineering Designs.
2347-2359
- Allan Tucker, Xiaohui Liu, David Garway-Heath:
Spatial Operators for Evolving Dynamic Bayesian Networks from Spatio-temporal Data.
2360-2371
- Jinn-Moon Yang:
An Evolutionary Approach for Molecular Docking.
2372-2383
- Ayse S. Yilmaz, Brian N. McQuay, Han Yu, Annie S. Wu, John C. Sciortino Jr.:
Evolving Sensor Suites for Enemy Radar Detection.
2384-2395
Real World Applications - Posters
- H. W. Chong, Sam Kwong:
Optimization of Spare Capacity in Survivable WDM Networks.
2396-2397
- Marco Fischer, Hendrik Jähn, Tobias Teich:
Partner Selection in Virtual Enterprises by Using Ant Colony Optimization in Combination with the Analytical Hierarchy Process.
2398-2399
- Mike Holder, Charles L. Karr:
Quadrilateral Mesh Smoothing Using a Steady State Genetic Algorithm.
2400-2401
- Bryant A. Julstrom:
Evolutionary Algorithms for Two Problems from the Calculus of Variations.
2402-2403
- Charles L. Karr, Douglas A. Scott:
Genetic Algorithm Frequency Domain Optimization of an Anti-Resonant Electromechanical Controller.
2404-2405
- Charles L. Karr, Eric L. Wilson, Sherri L. Messimer:
Genetic Algorithm Optimization of a Filament Winding Process.
2406-2407
- Jong-Pil Kim, Byung Ro Moon:
Circuit Bipartitioning Using Genetic Algorithm.
2408-2409
- Yong-Hyuk Kim, Byung Ro Moon:
Multi-campaign Assignment Problem and Optimizing Lagrange Multipliers.
2410-2411
- Jason H. Moore, Lance W. Hahn:
Grammatical Evolution for the Discovery of Petri Net Models of Complex Genetic Systems.
2412-2413
- James Northern III, Michael A. Shanblatt:
Evaluation of Parameter Sensitivity for Portable Embedded Systems through Evolutionary Techniques.
2414-2415
- Anne L. Olsen:
An Evolutionary Algorithm for the Joint Replenishment of Inventory with Interdependent Ordering Costs.
2416-2417
- Anne M. Raich, Tamás Liszkai:
Benefits of Implicit Redundant Genetic Algorithms for Structural Damage Detection in Noisy Environments.
2418-2419
- Dazhi Sun, Rahim F. Benekohal, S. Travis Waller:
Multi-objective Traffic Signal Timing Optimization Using Non-dominated Sorting Genetic Algorithm II.
2420-2421
- T. Q. S. Truong, A. Stacey:
Exploration of a Two Sided Rendezvous Search Problem Using Genetic Algorithms.
2422-2423
- Jeff Wallace, Sushil J. Louis:
Taming a Flood with a T-CUP - Designing Flood-Control Structures with a Genetic Algorithm.
2424-2425
- Seung-Jin Yang, Yong-Geon Kim, Yung-Keun Kwon, Byung Ro Moon:
Assignment Copy Detection Using Neuro-genetic Hybrids.
2426-2427
Search Based Software Engineering
Search Based Software Engineering - Posters
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