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Kalyanmoy Deb et al. (Eds.):
Genetic and Evolutionary Computation – GECCO 2004Genetic and Evolutionary Computation Conference,Seattle, WA, USA, June 26-30, 2004. Proceedings, Part II LNCS 3103 Ordering Information |
Table of Contents
Title Pages in PDFPreface in PDF
Organization in PDF
Table of Contents in PDF
Genetic Algorithms (Continued)
PID Controller Tuning for Stable and Unstable Processes Applying GA
Marco Antonio Paz-Ramos, Jose Torres-Jimenez, Enrique Quintero-Marmol-Marquez, and Hugo Estrada-Esquivel
LNCS 3103, p. 1 ff.
Abstract | Full article in PDF
Dynamic Uniform Scaling for Multiobjective Genetic Algorithms
Gerulf K.M. Pedersen and David E. Goldberg
LNCS 3103, p. 11 ff.
Abstract | Full article in PDF
Parameter-Less Hierarchical BOA
Martin Pelikan and Tz-Kai Lin
LNCS 3103, p. 24 ff.
Abstract | Full article in PDF
Computational Complexity and Simulation of Rare Events of Ising Spin Glasses
Martin Pelikan, Jiri Ocenasek, Simon Trebst, Matthias Troyer, and Fabien Alet
LNCS 3103, p. 36 ff.
Abstract | Full article in PDF
Fitness Inheritance in the Bayesian Optimization Algorithm
Martin Pelikan and Kumara Sastry
LNCS 3103, p. 48 ff.
Abstract | Full article in PDF
Limit Cycle Prediction in Multivariable Nonlinear Systems Using Genetic Algorithms
Farzan Rashidi and Mehran Rashidi
LNCS 3103, p. 60 ff.
Abstract | Full article in PDF
Evolving Reusable Neural Modules
Joseph Reisinger, Kenneth O. Stanley, and Risto Miikkulainen
LNCS 3103, p. 69 ff.
Abstract | Full article in PDF
How Are We Doing? Predicting Evolutionary Algorithm Performance
Mark A. Renslow, Brenda Hinkemeyer, and Bryant A. Julstrom
LNCS 3103, p. 82 ff.
Abstract | Full article in PDF
Introduction of a New Selection Parameter in Genetic Algorithm for Constrained Reliability Design Problems
Laure Rigal, Bruno Castanier, and Philippe Castagliola
LNCS 3103, p. 90 ff.
Abstract | Full article in PDF
Improving the Performance of a Genetic Algorithm Using a Variable-Reordering Algorithm
Eduardo Rodriguez-Tello and Jose Torres-Jimenez
LNCS 3103, p. 102 ff.
Abstract | Full article in PDF
Designing Competent Mutation Operators Via Probabilistic Model Building of Neighborhoods
Kumara Sastry and David E. Goldberg
LNCS 3103, p. 114 ff.
Abstract | Full article in PDF
Let’s Get Ready to Rumble: Crossover Versus Mutation Head to Head
Kumara Sastry and David E. Goldberg
LNCS 3103, p. 126 ff.
Abstract | Full article in PDF
Classification with Scaled Genetic Algorithms in a Coevolutionary Setting
Lothar M. Schmitt
LNCS 3103, p. 138 ff.
Abstract | Full article in PDF
New Epistasis Measures for Detecting Independently Optimizable Partitions of Variables
Dong-Il Seo, Sung-Soon Choi, and Byung-Ro Moon
LNCS 3103, p. 150 ff.
Abstract | Full article in PDF
Clustering with Niching Genetic K-means Algorithm
Weiguo Sheng, Allan Tucker, and Xiaohui Liu
LNCS 3103, p. 162 ff.
Abstract | Full article in PDF
A Comparison of Genetic Programming and Genetic Algorithms in the Design of a Robust, Saturated Control System
Andrea Soltoggio
LNCS 3103, p. 174 ff.
Abstract | Full article in PDF
Upper Bounds on the Time and Space Complexity of Optimizing Additively Separable Functions
Matthew J. Streeter
LNCS 3103, p. 186 ff.
Abstract | Full article in PDF
Winnowing Wheat from Chaff: The Chunking GA
Hal Stringer and Annie S. Wu
LNCS 3103, p. 198 ff.
Abstract | Full article in PDF
An Effective Chromosome Representation for Evolving Flexible Job Shop Schedules
Joc Cing Tay and Djoko Wibowo
LNCS 3103, p. 210 ff.
Abstract | Full article in PDF
Linkage Identification by Nonlinearity Check for Real-Coded Genetic Algorithms
Masaru Tezuka, Masaharu Munetomo, and Kiyoshi Akama
LNCS 3103, p. 222 ff.
Abstract | Full article in PDF
Population-Based Iterated Local Search: Restricting Neighborhood Search by Crossover
Dirk Thierens
LNCS 3103, p. 234 ff.
Abstract | Full article in PDF
Modeling Dependencies of Loci with String Classification According to Fitness Differences
Miwako Tsuji, Masaharu Munetomo, and Kiyoshi Akama
LNCS 3103, p. 246 ff.
Abstract | Full article in PDF
The Edge-Set Encoding Revisited: On the Bias of a Direct Representation for Trees
Carsten Tzschoppe, Franz Rothlauf, and Hans-Josef Pesch
LNCS 3103, p. 258 ff.
Abstract | Full article in PDF
A Gene Based Adaptive Mutation Strategy for Genetic Algorithms
Sima Uyar, Sanem Sariel, and Gulsen Eryigit
LNCS 3103, p. 271 ff.
Abstract | Full article in PDF
Subthreshold-Seeking Behavior and Robust Local Search
Darrell Whitley, Keith Bush, and Jonathan Rowe
LNCS 3103, p. 282 ff.
Abstract | Full article in PDF
Ruffled by Ridges: How Evolutionary Algorithms Can Fail
Darrell Whitley, Monte Lunacek, and James Knight
LNCS 3103, p. 294 ff.
Abstract | Full article in PDF
Non-stationary Subtasks Can Improve Diversity in Stationary Tasks
Christopher Willis-Ford and Terence Soule
LNCS 3103, p. 307 ff.
Abstract | Full article in PDF
The Shifting Balance Genetic Algorithm as More than Just Another Island Model GA
Mark Wineberg and Jun Chen
LNCS 3103, p. 318 ff.
Abstract | Full article in PDF
Bistability of the Needle Function in the Presence of Truncation Selection
Alden Wright and Greg Cripe
LNCS 3103, p. 330 ff.
Abstract | Full article in PDF
An Estimation of Distribution Algorithm Based on Maximum Entropy
Alden Wright, Riccardo Poli, Chris Stephens, W.B. Langdon, and Sandeep Pulavarty
LNCS 3103, p. 343 ff.
Abstract | Full article in PDF
Dependency Structure Matrix Analysis: Offline Utility of the Dependency Structure Matrix Genetic Algorithm
Tian-Li Yu and David E. Goldberg
LNCS 3103, p. 355 ff.
Abstract | Full article in PDF
Toward an Understanding of the Quality and Efficiency of Model Building for Genetic Algorithms
Tian-Li Yu and David E. Goldberg
LNCS 3103, p. 367 ff.
Abstract | Full article in PDF
Genetic Algorithms – Posters
Sexual and Asexual Paradigms in Evolution: The Implications for Genetic Algorithms
Mark W. Andrews and Christopher Salzberg
LNCS 3103, p. 379 f.
Abstract | Full article in PDF
Mutation Rates in the Context of Hybrid Genetic Algorithms
Seung-Hee Bae and Byung-Ro Moon
LNCS 3103, p. 381 f.
Abstract | Full article in PDF
Systematic Integration of Parameterized Local Search Techniques in Evolutionary Algorithms
Neal K. Bambha, Shuvra S. Bhattacharyya, Jürgen Teich, and Eckart Zitzler
LNCS 3103, p. 383 f.
Abstract | Full article in PDF
Comparative Molecular Binding Energy Analysis of HIV-1 Protease Inhibitors Using Genetic Algorithm-Based Partial Least Squares Method
Yen-Chih Chen, Jinn-Moon Yang, Chi-Hung Tsai, and Cheng-Yan Kao
LNCS 3103, p. 385 f.
Abstract | Full article in PDF
Controlled Content Crossover: A New Crossover Scheme and Its Application to Optical Network Component Allocation Problem
Mohammad Amin Dallaali and Malin Premaratne
LNCS 3103, p. 387 ff.
Abstract | Full article in PDF
Efficient and Reliable Evolutionary Multiobjective Optimization Using 
-Dominance Archiving and Adaptive Population Sizing
Venkat Devireddy and Patrick Reed
LNCS 3103, p. 390 f.
Abstract | Full article in PDF
Heuristic Methods for Solving Euclidean Non-uniform Steiner Tree Problems
Ian Frommer, Bruce Golden, and Guruprasad Pundoor
LNCS 3103, p. 392 f.
Abstract | Full article in PDF
Automating Evolutionary Art in the Style of Mondrian
Andrés Gómez de Silva Garza and Aram Zamora Lores
LNCS 3103, p. 394 f.
Abstract | Full article in PDF
Mutation Can Improve the Search Capability of Estimation of Distribution Algorithms
Hisashi Handa
LNCS 3103, p. 396 f.
Abstract | Full article in PDF
Neural Network Normalization for Genetic Search
Jung-Hwan Kim, Sung-Soon Choi, and Byung-Ro Moon
LNCS 3103, p. 398 f.
Abstract | Full article in PDF
Distance Measures in Genetic Algorithms
Yong-Hyuk Kim and Byung-Ro Moon
LNCS 3103, p. 400 f.
Abstract | Full article in PDF
Analysis of a Parallel MOEA Solving the Multi-objective Quadratic Assignment Problem
Mark P. Kleeman, Richard O. Day, and Gary B. Lamont
LNCS 3103, p. 402 f.
Abstract | Full article in PDF
Evolving Features in Neural Networks for System Identification
Yung-Keun Kwon and Byung-Ro Moon
LNCS 3103, p. 404 f.
Abstract | Full article in PDF
A Bio-inspired Genetic Algorithm with a Self-Organizing Genome: The RBF-Gene Model
Virginie Lefort, Carole Knibbe, Guillaume Beslon, and Joël Favrel
LNCS 3103, p. 406 f.
Abstract | Full article in PDF
Evolving Spike-Train Processors
Juan Liu and Andrzej Buller
LNCS 3103, p. 408 f.
Abstract | Full article in PDF
A Philosophical Essay on Life and Its Connections with Genetic Algorithms
Fernando G. Lobo
LNCS 3103, p. 410 f.
Abstract | Full article in PDF
An Architecture for Massive Parallelization of the Compact Genetic Algorithm
Fernando G. Lobo, Cláudio F. Lima, and Hugo Mártires
LNCS 3103, p. 412 f.
Abstract | Full article in PDF
An Evolutionary Technique for Multicriterial Optimization Based on Endocrine Paradigm
Corina Rotar
LNCS 3103, p. 414 f.
Abstract | Full article in PDF
Evolving Golomb Rulers
Jorge Tavares, Francisco B. Pereira, and Ernesto Costa
LNCS 3103, p. 416 f.
Abstract | Full article in PDF
Populating Genomes in a Dynamic Grid
Han Yu, Ning Jiang, and Annie S. Wu
LNCS 3103, p. 418 f.
Abstract | Full article in PDF
Empirical Study of Population Diversity in Permutation-Based Genetic Algorithm
Kenny Q. Zhu and Ziwei Liu
LNCS 3103, p. 420 f.
Abstract | Full article in PDF
Genetic Programming
A Demonstration of Neural Programming Applied to Non-Markovian Problems
Gabriel Catalin Balan and Sean Luke
LNCS 3103, p. 422 ff.
Abstract | Full article in PDF
Evolving En-Route Caching Strategies for the Internet
Jürgen Branke, Pablo Funes, and Frederik Thiele
LNCS 3103, p. 434 ff.
Abstract | Full article in PDF
Grammatical Constant Creation
Ian Dempsey, Michael O’Neill, and Anthony Brabazon
LNCS 3103, p. 447 ff.
Abstract | Full article in PDF
Memetic Crossover for Genetic Programming: Evolution Through Imitation
Brent E. Eskridge and Dean F. Hougen
LNCS 3103, p. 459 ff.
Abstract | Full article in PDF
Virtual Ramping of Genetic Programming Populations
Thomas Fernandez
LNCS 3103, p. 471 ff.
Abstract | Full article in PDF
Evolving Local Search Heuristics for SAT Using Genetic Programming
Alex S. Fukunaga
LNCS 3103, p. 483 ff.
Abstract | Full article in PDF
Shortcomings with Tree-Structured Edge Encodings for Neural Networks
Gregory S. Hornby
LNCS 3103, p. 495 ff.
Abstract | Full article in PDF
Adapting Representation in Genetic Programming
Cezary Z. Janikow
LNCS 3103, p. 507 ff.
Abstract | Full article in PDF
A Descriptive Encoding Language for Evolving Modular Neural Networks
Jae-Yoon Jung and James A. Reggia
LNCS 3103, p. 519 ff.
Abstract | Full article in PDF
Run Transferable Libraries — Learning Functional Bias in Problem Domains
Maarten Keijzer, Conor Ryan, and Mike Cattolico
LNCS 3103, p. 531 ff.
Abstract | Full article in PDF
Using Genetic Programming to Obtain a Closed-Form Approximation to a Recursive Function
Evan Kirshenbaum and Henri J. Suermondt
LNCS 3103, p. 543 ff.
Abstract | Full article in PDF
Comparison of Selection Strategies for Evolutionary Quantum Circuit Design
André Leier and Wolfgang Banzhaf
LNCS 3103, p. 557 ff.
Abstract | Full article in PDF
Evolving Quantum Circuits and Programs Through Genetic Programming
Paul Massey, John A. Clark, and Susan Stepney
LNCS 3103, p. 569 ff.
Abstract | Full article in PDF
On Multi-class Classification by Way of Niching
A.R. McIntyre and M.I. Heywood
LNCS 3103, p. 581 ff.
Abstract | Full article in PDF
On the Strength of Size Limits in Linear Genetic Programming
Nicholas Freitag McPhee, Alex Jarvis, and Ellery Fussell Crane
LNCS 3103, p. 593 ff.
Abstract | Full article in PDF
Softening the Structural Difficulty in Genetic Programming with TAG-Based Representation and Insertion/Deletion Operators
Nguyen Xuan Hoai and R.I. McKay
LNCS 3103, p. 605 ff.
Abstract | Full article in PDF
Grammatical Evolution
Michael O’Neill, Anthony Brabazon, Miguel Nicolau, Sean Mc Garraghy, and Peter Keenan
LNCS 3103, p. 617 ff.
Abstract | Full article in PDF
Alternative Bloat Control Methods
Liviu Panait and Sean Luke
LNCS 3103, p. 630 ff.
Abstract | Full article in PDF
Robotic Control Using Hierarchical Genetic Programming
Marcin L. Pilat and Franz Oppacher
LNCS 3103, p. 642 ff.
Abstract | Full article in PDF
A Competitive Building Block Hypothesis
Conor Ryan, Hammad Majeed, and Atif Azad
LNCS 3103, p. 654 ff.
Abstract | Full article in PDF
Dynamic Limits for Bloat Control
Sara Silva and Ernesto Costa
LNCS 3103, p. 666 ff.
Abstract | Full article in PDF
On Naïve Crossover Biases with Reproduction for Simple Solutions to Classification Problems
M. David Terrio and Malcolm I. Heywood
LNCS 3103, p. 678 ff.
Abstract | Full article in PDF
Fitness Clouds and Problem Hardness in Genetic Programming
Leonardo Vanneschi, Manuel Clergue, Philippe Collard, Marco Tomassini, and Sébastien Vérel
LNCS 3103, p. 690 ff.
Abstract | Full article in PDF
Genetic Programming – Posters
Improving Generalisation Performance Through Multiobjective Parsimony Enforcement
Yaniv Bernstein, Xiaodong Li, Vic Ciesielski, and Andy Song
LNCS 3103, p. 702 f.
Abstract | Full article in PDF
Using GP to Model Contextual Human Behavior
Hans Fernlund and Avelino J. Gonzalez
LNCS 3103, p. 704 f.
Abstract | Full article in PDF
A Comparison of Hybrid Incremental Reuse Strategies for Reinforcement Learning in Genetic Programming
Scott Harmon, Edwin Rodríguez, Christopher Zhong, and William Hsu
LNCS 3103, p. 706 f.
Abstract | Full article in PDF
Humanoid Robot Programming Based on CBR Augmented GP
Hongwei Liu and Hitoshi Iba
LNCS 3103, p. 708 f.
Abstract | Full article in PDF
Genetic Network Programming with Reinforcement Learning and Its Performance Evaluation
Shingo Mabu, Kotaro Hirasawa, and Jinglu Hu
LNCS 3103, p. 710 f.
Abstract | Full article in PDF
Multi-agent Cooperation Using Genetic Network Programming with Automatically Defined Groups
Tadahiko Murata and Takashi Nakamura
LNCS 3103, p. 712 ff.
Abstract | Full article in PDF
Chemical Genetic Programming – Coevolution Between Genotypic Strings and Phenotypic Trees
Wojciech Piaseczny, Hideaki Suzuki, and Hidefumi Sawai
LNCS 3103, p. 715 f.
Abstract | Full article in PDF
A Study of the Role of Single Node Mutation in Genetic Programming
Wei Quan and Terence Soule
LNCS 3103, p. 717 f.
Abstract | Full article in PDF
Multi-branches Genetic Programming as a Tool for Function Approximation
Katya Rodríguez-Vázquez and Carlos Oliver-Morales
LNCS 3103, p. 719 ff.
Abstract | Full article in PDF
Hierarchical Breeding Control for Efficient Topology/Parameter Evolution
Kisung Seo, Jianjun Hu, Zhun Fan, Erik D. Goodman, and Ronald C. Rosenberg
LNCS 3103, p. 722 f.
Abstract | Full article in PDF
Keeping the Diversity with Small Populations Using Logic-Based Genetic Programming
Ken Taniguchi and Takao Terano
LNCS 3103, p. 724 f.
Abstract | Full article in PDF
Learning Classifier Systems
Analysis and Improvements of the Adaptive Discretization Intervals Knowledge Representation
Jaume Bacardit and Josep Maria Garrell
LNCS 3103, p. 726 ff.
Abstract | Full article in PDF
Bounding Learning Time in XCS
Martin V. Butz, David E. Goldberg, and Pier Luca Lanzi
LNCS 3103, p. 739 ff.
Abstract | Full article in PDF
Gradient-Based Learning Updates Improve XCS Performance in Multistep Problems
Martin V. Butz, David E. Goldberg, and Pier Luca Lanzi
LNCS 3103, p. 751 ff.
Abstract | Full article in PDF
System Level Hardware–Software Design Exploration with XCS
Fabrizio Ferrandi, Pier Luca Lanzi, and Donatella Sciuto
LNCS 3103, p. 763 ff.
Abstract | Full article in PDF
Parameter Adaptation within Co-adaptive Learning Classifier Systems
Chung-Yuan Huang and Chuen-Tsai Sun
LNCS 3103, p. 774 ff.
Abstract | Full article in PDF
High Classification Accuracy Does Not Imply Effective Genetic Search
Tim Kovacs and Manfred Kerber
LNCS 3103, p. 785 ff.
Abstract | Full article in PDF
Mixed Decision Trees: Minimizing Knowledge Representation Bias in LCS
Xavier Llorà and Stewart W. Wilson
LNCS 3103, p. 797 ff.
Abstract | Full article in PDF
Improving MACS Thanks to a Comparison with 2TBNs
Olivier Sigaud, Thierry Gourdin, and Pierre-Henri Wuillemin
LNCS 3103, p. 810 ff.
Abstract | Full article in PDF
Classifier Systems for Continuous Payoff Environments
Stewart W. Wilson
LNCS 3103, p. 824 ff.
Abstract | Full article in PDF
Learning Classifier Systems – Poster
Confidence and Support Classification Using Genetically Programmed Neural Logic Networks
Henry Wai-Kit Chia and Chew-Lim Tan
LNCS 3103, p. 836 f.
Abstract | Full article in PDF
Real World Applications
An Evolutionary Constraint Satisfaction Solution for Over the Cell Channel Routing
Adnan Acan and Ahmet Unveren
LNCS 3103, p. 838 ff.
Abstract | Full article in PDF
Solution to the Fixed Airbase Problem for Autonomous URAV Site Visitation Sequencing
Amit Agarwal, Meng-Hiot Lim, Chan Yee Chew, Tong Kiang Poo, Meng Joo Er, and Yew Kong Leong
LNCS 3103, p. 850 ff.
Abstract | Full article in PDF
Inflight Rerouting for an Unmanned Aerial Vehicle
Amit Agarwal, Meng-Hiot Lim, Maung Ye Win Kyaw, and Meng Joo Er
LNCS 3103, p. 859 ff.
Abstract | Full article in PDF
Memetic Optimization of Video Chain Designs
Walid Ali and Alexander Topchy
LNCS 3103, p. 869 ff.
Abstract | Full article in PDF
A Broad and Narrow Approach to Interactive Evolutionary Design – An Aircraft Design Example
Oliver Bandte and Sergey Malinchik
LNCS 3103, p. 883 ff.
Abstract | Full article in PDF
Feature Synthesis Using Genetic Programming for Face Expression Recognition
Bir Bhanu, Jiangang Yu, Xuejun Tan, and Yingqiang Lin
LNCS 3103, p. 896 ff.
Abstract | Full article in PDF
An Enhanced Genetic Algorithm for DNA Sequencing by Hybridization with Positive and Negative Errors
Thang N. Bui and Waleed A. Youssef
LNCS 3103, p. 908 ff.
Abstract | Full article in PDF
Unveiling Optimal Operating Conditions for an Epoxy Polymerization Process Using Multi-objective Evolutionary Computation
Kalyanmoy Deb, Kishalay Mitra, Rinku Dewri, and Saptarshi Majumdar
LNCS 3103, p. 920 ff.
Abstract | Full article in PDF
Efficient Clustering-Based Genetic Algorithms in Chemical Kinetic Modelling
Lionel Elliott, Derek B. Ingham, Adrian G. Kyne, Nicolae S. Mera, Mohamed Pourkashanian, and Sean Whittaker
LNCS 3103, p. 932 ff.
Abstract | Full article in PDF
An Informed Operator Based Genetic Algorithm for Tuning the Reaction Rate Parameters of Chemical Kinetics Mechanisms
Lionel Elliott, Derek B. Ingham, Adrian G. Kyne, Nicolae S. Mera, Mohamed Pourkashanian, and Christopher W. Wilson
LNCS 3103, p. 945 ff.
Abstract | Full article in PDF
Transfer of Neuroevolved Controllers in Unstable Domains
Faustino J. Gomez and Risto Miikkulainen
LNCS 3103, p. 957 ff.
Abstract | Full article in PDF
Evolving Wavelets Using a Coevolutionary Genetic Algorithm and Lifting
Uli Grasemann and Risto Miikkulainen
LNCS 3103, p. 969 ff.
Abstract | Full article in PDF
Optimization of Constructive Solid Geometry Via a Tree-Based Multi-objective Genetic Algorithm
Karim Hamza and Kazuhiro Saitou
LNCS 3103, p. 981 ff.
Abstract | Full article in PDF
Co-evolutionary Agent Self-Organization for City Traffic Congestion Modeling
Luis Miramontes Hercog
LNCS 3103, p. 993 ff.
Abstract | Full article in PDF
Validating a Model of Colon Colouration Using an Evolution Strategy with Adaptive Approximations
D
ena Hidovi
and Jonathan E. Rowe
LNCS 3103, p. 1005 ff.
Abstract | Full article in PDF
Evolution-Based Deliberative Planning for Cooperating Unmanned Ground Vehicles in a Dynamic Environment
Talib Hussain, David Montana, and Gordon Vidaver
LNCS 3103, p. 1017 ff.
Abstract | Full article in PDF
Optimized Design of MEMS by Evolutionary Multi-objective Optimization with Interactive Evolutionary Computation
Raffi Kamalian, Hideyuki Takagi, and Alice M. Agogino
LNCS 3103, p. 1030 ff.
Abstract | Full article in PDF
Hybrid Genetic Algorithms for Multi-Objective Optimisation of Water Distribution Networks
Edward Keedwell and Soon-Thiam Khu
LNCS 3103, p. 1042 ff.
Abstract | Full article in PDF
A Hybrid Genetic Approach for Circuit Bipartitioning
Jong-Pil Kim, Yong-Hyuk Kim, and Byung-Ro Moon
LNCS 3103, p. 1054 ff.
Abstract | Full article in PDF
Lagrange Multiplier Method for Multi-campaign Assignment Problem
Yong-Hyuk Kim and Byung-Ro Moon
LNCS 3103, p. 1065 ff.
Abstract | Full article in PDF
Biomass Inferential Sensor Based on Ensemble of Models Generated by Genetic Programming
Arthur Kordon, Elsa Jordaan, Lawrence Chew, Guido Smits, Torben Bruck, Keith Haney, and Annika Jenings
LNCS 3103, p. 1078 ff.
Abstract | Full article in PDF
CellNet Co-Ev: Evolving Better Pattern Recognizers Using Competitive Co-evolution
Taras Kowaliw, Nawwaf Kharma, Chris Jensen, Hussein Moghnieh, and Jie Yao
LNCS 3103, p. 1090 ff.
Abstract | Full article in PDF
Evolutionary Ensemble for Stock Prediction
Yung-Keun Kwon and Byung-Ro Moon
LNCS 3103, p. 1102 ff.
Abstract | Full article in PDF
Discovery of Human-Competitive Image Texture Feature Extraction Programs Using Genetic Programming
Brian Lam and Vic Ciesielski
LNCS 3103, p. 1114 ff.
Abstract | Full article in PDF
Evolutionary Drug Scheduling Model for Cancer Chemotherapy
Yong Liang, Kwong-Sak Leung, and Tony Shu Kam Mok
LNCS 3103, p. 1126 ff.
Abstract | Full article in PDF
An Island-Based GA Implementation for VLSI Standard-Cell Placement
Guangfa Lu and Shawki Areibi
LNCS 3103, p. 1138 ff.
Abstract | Full article in PDF
Exploratory Data Analysis with Interactive Evolution
Sergey Malinchik and Eric Bonabeau
LNCS 3103, p. 1151 ff.
Abstract | Full article in PDF
Designing Multiplicative General Parameter Filters Using Adaptive Genetic Algorithms
Jarno Martikainen and Seppo J. Ovaska
LNCS 3103, p. 1162 ff.
Abstract | Full article in PDF
Reducing the Cost of the Hybrid Evolutionary Algorithm with Image Local Response in Electronic Imaging
Igor V. Maslov
LNCS 3103, p. 1177 ff.
Abstract | Full article in PDF
The Lens Design Using the CMA-ES Algorithm
Yuichi Nagata
LNCS 3103, p. 1189 ff.
Abstract | Full article in PDF
Automatic Synthesis of an 802.11a Wireless LAN Antenna Using Genetic Programming A Real World Application
Rian Sanderson
LNCS 3103, p. 1201 ff.
Abstract | Full article in PDF
A Generic Network Design for a Closed-Loop Supply Chain Using Genetic Algorithm
Eoksu Sim, Sungwon Jung, Haejoong Kim, and Jinwoo Park
LNCS 3103, p. 1214 ff.
Abstract | Full article in PDF
Evolving a Roving Eye for Go
Kenneth O. Stanley and Risto Miikkulainen
LNCS 3103, p. 1226 ff.
Abstract | Full article in PDF
Comparing Discrete and Continuous Genotypes on the Constrained Portfolio Selection Problem
Felix Streichert, Holger Ulmer, and Andreas Zell
LNCS 3103, p. 1239 ff.
Abstract | Full article in PDF
Learning Environment for Life Time Value Calculation of Customers in Insurance Domain
Andrea Tettamanzi, Luca Sammartino, Mikhail Simonov, Massimo Soroldoni, and Mauro Beretta
LNCS 3103, p. 1251 ff.
Abstract | Full article in PDF
Multiple Species Weighted Voting – A Genetics-Based Machine Learning System
Alexander F. Tulai and Franz Oppacher
LNCS 3103, p. 1263 ff.
Abstract | Full article in PDF
Object Oriented Design and Implementation of a General Evolutionary Algorithm
Róbert Ványi
LNCS 3103, p. 1275 ff.
Abstract | Full article in PDF
Generating Multiaxis Tool Paths for Die and Mold Making with Evolutionary Algorithms
Klaus Weinert and Marc Stautner
LNCS 3103, p. 1287 ff.
Abstract | Full article in PDF
Real World Applications – Posters
Tackling an Inverse Problem from the Petroleum Industry with a Genetic Algorithm for Sampling
Pedro J. Ballester and Jonathan N. Carter
LNCS 3103, p. 1299 f.
Abstract | Full article in PDF
A Genetic Approach for Generating Good Linear Block Error-Correcting Codes
Alan Barbieri, Stefano Cagnoni, and Giulio Colavolpe
LNCS 3103, p. 1301 f.
Abstract | Full article in PDF
Genetic Fuzzy Discretization for Classification Problems
Yoon-Seok Choi and Byung-Ro Moon
LNCS 3103, p. 1303 f.
Abstract | Full article in PDF
A Genetic Algorithm for the Shortest Common Superstring Problem
Luis C. González, Heidi J. Romero, and Carlos A. Brizuela
LNCS 3103, p. 1305 f.
Abstract | Full article in PDF
A Genetic Algorithm to Improve Agent-Oriented Natural Language Interpreters
Babak Hodjat, Junichi Ito, and Makoto Amamiya
LNCS 3103, p. 1307 ff.
Abstract | Full article in PDF
Optimization of Gaussian Mixture Model Parameters for Speaker Identification
Q.Y. Hong, Sam Kwong, and H.L. Wang
LNCS 3103, p. 1310 f.
Abstract | Full article in PDF
Network Intrusion Detection Using Genetic Clustering
Elizabeth Leon, Olfa Nasraoui, and Jonatan Gomez
LNCS 3103, p. 1312 f.
Abstract | Full article in PDF
Enhanced Innovation: A Fusion of Chance Discovery and Evolutionary Computation to Foster Creative Processes and Decision Making
Xavier Llorà, Kei Ohnishi, Ying-ping Chen, David E. Goldberg, and Michael E. Welge
LNCS 3103, p. 1314 f.
Abstract | Full article in PDF
Development of a Genetic Algorithm for Optimization of Nanoalloys
Lesley D. Lloyd, Roy L. Johnston, and Said Salhi
LNCS 3103, p. 1316 f.
Abstract | Full article in PDF
Empirical Performance Evaluation of a Parameter-Free GA for JSSP
Shouichi Matsui, Isamu Watanabe, and Ken-ichi Tokoro
LNCS 3103, p. 1318 f.
Abstract | Full article in PDF
A Caching Genetic Algorithm for Spectral Breakpoint Matching
Jonathan Mohr and Xiaobo Li
LNCS 3103, p. 1320 f.
Abstract | Full article in PDF
Multi-agent Simulation of Airline Travel Markets
Rashad L. Moore, Ashley Williams, and John Sheppard
LNCS 3103, p. 1322 f.
Abstract | Full article in PDF
Improved Niching and Encoding Strategies for Clustering Noisy Data Sets
Olfa Nasraoui and Elizabeth Leon
LNCS 3103, p. 1324 f.
Abstract | Full article in PDF
A Multi-objective Approach to Configuring Embedded System Architectures
James Northern and Michael Shanblatt
LNCS 3103, p. 1326 f.
Abstract | Full article in PDF
Achieving Shorter Search Times in Voice Conversion Using Interactive Evolution
Yuji Sato
LNCS 3103, p. 1328 f.
Abstract | Full article in PDF
Predicting Healthcare Costs Using Classifiers
C.R. Stephens, H. Waelbroeck, S. Talley, R. Cruz, and A.S. Ash
LNCS 3103, p. 1330 f.
Abstract | Full article in PDF
Generating Compact Rough Cluster Descriptions Using an Evolutionary Algorithm
Kevin Vogts and Nigel Pope
LNCS 3103, p. 1332 f.
Abstract | Full article in PDF
An Evolutionary Meta Hierarchical Scheduler for the Linux Operating System
Horst F. Wedde, Muddassar Farooq, and Mario Lischka
LNCS 3103, p. 1334 f.
Abstract | Full article in PDF
An Evolutionary Algorithm for Parameters Identification in Parabolic Systems
Zhijian Wu, Zhilong Tang, Jun Zou, Lishan Kang, and Mingbiao Li
LNCS 3103, p. 1336 f.
Abstract | Full article in PDF
Search-Based Software Engineering
How to Overcome the Equivalent Mutant Problem and Achieve Tailored Selective Mutation Using Co-evolution
Konstantinos Adamopoulos, Mark Harman, and Robert M. Hierons
LNCS 3103, p. 1338 ff.
Abstract | Full article in PDF
Evaluating Evolutionary Testability with Software-Measurements
Frank Lammermann, André Baresel, and Joachim Wegener
LNCS 3103, p. 1350 ff.
Abstract | Full article in PDF
Hybridizing Evolutionary Testing with the Chaining Approach
Phil McMinn and Mike Holcombe
LNCS 3103, p. 1363 ff.
Abstract | Full article in PDF
Using Interconnection Style Rules to Infer Software Architecture Relations
Brian S. Mitchell, Spiros Mancoridis, and Martin Traverso
LNCS 3103, p. 1375 ff.
Abstract | Full article in PDF
Finding Effective Software Metrics to Classify Maintainability Using a Parallel Genetic Algorithm
Rodrigo Vivanco and Nicolino Pizzi
LNCS 3103, p. 1388 ff.
Abstract | Full article in PDF
Evaluation of Different Fitness Functions for the Evolutionary Testing of an Autonomous Parking System
Joachim Wegener and Oliver Bühler
LNCS 3103, p. 1400 ff.
Abstract | Full article in PDF
Search Based Automatic Test-Data Generation at an Architectural Level
Yuan Zhan and John Clark
LNCS 3103, p. 1413 ff.
Abstract | Full article in PDF
Search-Based Software Engineering – Posters
Search-Based Techniques for Optimizing Software Project Resource Allocation
G. Antoniol, M. Di Penta, and M. Harman
LNCS 3103, p. 1425 f.
Abstract | Full article in PDF
Applying Evolutionary Testing to Search for Critical Defects
André Baresel, Harmen Sthamer, and Joachim Wegener
LNCS 3103, p. 1427 f.
Abstract | Full article in PDF
Input Sequence Generation for Testing of Communicating Finite State Machines (CFSMs)
Karnig Derderian, Robert M. Hierons, Mark Harman, and Qiang Guo
LNCS 3103, p. 1429 f.
Abstract | Full article in PDF
TDSGen: An Environment Based on Hybrid Genetic Algorithms for Generation of Test Data
Luciano Petinati Ferreira and Silvia Regina Vergilio
LNCS 3103, p. 1431 f.
Abstract | Full article in PDF
Author Index
LNCS 3103, p. 1434
Author Index in PDF
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