GECCO 1999: Orlando, Florida, USA
Wolfgang Banzhaf, Jason M. Daida, A. E. Eiben, Max H. Garzon, Vasant Honavar, Mark J. Jakiela, Robert E. Smith (Eds.): Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 1999), 13-17 July 1999, Orlando, Florida, USA. Morgan Kaufmann 1999 ISBN 1-55860-611-4
Volume 1
Jose Aguilar, Pablo Miranda: Approaches Based on Genetic Algorithms for Multiobjective Optimization Problems. 3-10
Alwyn Barry: Aliasing in XCS and the Consecutive State Problem: 1 - Effects. 19-26
Alwyn Barry: Aliasing in XCS and the Consecutive State Problem: 2 - Solutions. 27-34
Peter J. Bentley, Sanjeev Kumar: Three Ways to Grow Designs: A Comparison of Embryogenies for an Evolutionary Design Problem. 35-43
Jean Berger, Mourad Sassi, Martin Salois: A Hybrid Genetic Algorithm for the Vehicle Routing Problem with Time Windows and Itinerary Constraints. 44-51
Andrea Bonarini: Comparing Reinforcement Learning Algorithms Applied to Crisp and Fuzzy Learning Classifier Systems. 52-59
Peter A. N. Bosman, Dirk Thierens: Linkage Information Processing In Distribution Estimation Algorithms. 60-67
Jürgen Branke, Massimo Cutaia, Heinrich Dold: Reducing Genetic Drift in Steady State Evolutionary Algorithms. 68-74
Carlos A. Brizuela, Nobuo Sannomiya: A Diversity Study in Genetic Algorithms for Job Shop Scheduling Problems. 75-82
Larry Bull: On using ZCS in a Simulated Continuous Double-Auction Market. 83-90
Erick Cantú-Paz: Topologies, Migration Rates, and Multi-Population Parallel Genetic Algorithms. 91-98
Lijuan Cao, Francis Eng Hock Tay: Neuro-Genetic Based Method to the Classification of Acupuncture Needle: A Case Study. 99-105
Zeke S. H. Chan, H. W. Ngan, Ahmad B. Rad: Minimum-Allele-Reserve-Keeper (MARK): A Fast and Effective Mutation Scheme for Genetic Algorithm (GA). 106-113
Shu-Heng Chen, Wei-Yuan Lin, Chueh-Iong Tsao: Genetic Algorithms, Trading Strategies and Stochastic Processes: Some New Evidence from Monte Carlo Simulations. 114-121
Stephen Y. Chen, Stephen F. Smith: Introducing a New Advantage of Crossover: Commonality-Based Selection. 122-128
Stephen Y. Chen, Cesar Guerra-Salcedo, Stephen F. Smith: Non-Standard Crossover for a Standard Representation - Commonality-Based Feature Subset Selection. 129-134
Stephen Y. Chen, Stephen F. Smith: Improving Genetic Algorithms by Search Space Reductions (with Applications to Flow Shop Scheduling). 135-140
Chao-Hsien Chu, G. Premkumar, Carey Chou, Jianzhong Sun: Dynamic Degree Constrained Network Design: A Genetic Algorithm Approach. 141-148
Dipankar Dasgupta, Yuehua Cao, Congjun Yang: An Immunogenetic Approach to Spectra Recognition. 149-155
Ivan De Falco, Aniello Iazzetta, Ernesto Tarantino, Antonio Della Cioppa, A. Iacuelli: Towards a Simulation of Natural Mutation. 156-163
Kalyanmoy Deb: Construction of Test Problems for Multi-Objective Optimization. 164-171
Kalyanmoy Deb, Hans-Georg Beyer: Self-Adaptation in Real-Parameter Genetic Algorithms with Simulated Binary Crossover. 172-179
Myriam Regattieri Delgado, Fernando J. Von Zuben, Fernando A. C. Gomide: Modular and Hierarchial Evolutionary Design of Fuzzy Systems. 180-187
Steven van Dijk, Dirk Thierens, Mark de Berg: On The Design of Genetic Algorithms for Geographical Applications. 188-195
Mohammed El-Beltagy, Prasanth B. Nair, Andy J. Keane: Metamodeling Techniques For Evolutionary Optimization of Computationally Expensive Problems: Promises and Limitations. 196-203
Hiroshi Furutani: Analytical Solutions for Infinite Population Genetic Algorithms on Multiplicative Landscape. 204-211
David E. Goldberg: Using Time Efficiently: Genetic-Evolutionary Algorithms and the Continuation Problem. 212-219
V. Scott Gordon, Rebecca Pirie, Adam Wachter, Scottie Sharp: Terrain-Based Genetic Algorithm (TBGA): Modeling Parameter Space as Terrain. 229-235
Cesar Guerra-Salcedo, L. Darrell Whitley: Genetic Approach to Feature Selection for Ensemble Creation. 236-243
Gary L. Haith, Silvano Colombano, Jason D. Lohn, Dimitris Stassinopoulos: Coevolution for Problem Simplification. 244-251
Hisashi Handa, Osamu Katai, Tadataka Konishi, Mitsuru Baba: Coevolutionary Genetic Algorithms for Solving Dynamic Constraint Satisfaction Problems. 252-257
Adrian R. Hartley: Accuracy-based fitness allows similar performance to humans in static and dynamic classification environments. 266-273
K. Burton Harvey, Chrisila C. Pettey: The Outlaw Method for Solving Multimodal Functions with Split Ring Parallel Genetic Algorithms. 274-280
Robert B. Heckendorn, Soraya B. Rana, L. Darrell Whitley: Polynomial Time Summary Statistics for a Generalization of MAXSAT. 281-288
Patrick van Bael, Dirk Devogelaere, Marcel Rijckaert: The Job Shop Problem Solved with Simple, Basic Evolutionary Search Elements. 665-669
Fabio Abbattista, Valeria Carofiglio, Mario Köppen: Scout Algorithms and Genetic Algorithms: A Comparative Study. 769
Alexandru Agapie: Random Systems with Complete Connections. 770
Jesús S. Aguilar-Ruiz, José Cristóbal Riquelme Santos, Miguel Toro: Three Geometric Approaches for representing Decision Rules in a Supervised Learning System. 771
Hernán E. Aguirre, Kiyoshi Tanaka, Tatsuo Sugimura: Cooperative Crossover and Mutation Operators in Genetic Algorithms. 772
Enrique Alba, Carlos Cotta, José M. Troya: Entropic and Real-Time Analysis of the Search with Panmictic, Structured, and Parallel Distributed Genetic Algorithms. 773
Anthony J. Bagnall, George D. Smith: Using an Adaptive Agent to Bid in a Simplified Model of the UK Market in Electricity. 774
Erick Cantú-Paz: Migration Policies and Takeover Times in Genetic Algorithms. 775
Lijuan Cao, Francis Eng Hock Tay, Ma Lawrence, Wai Cheong Yeong: Classification of the Market States Using Neural Network. 776
Maezawa Chikara, Atsumi Masayasu: Collaborative Learning Agents with Structural Classifier Systems. 777
Mark Coletti, Thomas D. Lash, Ryszard S. Michalski, Craig Mandsager, Rida E. Moustafa: Comparing Performance of the Learnable Evolution Model and Genetic Algorithms. 779
Trevor D. Collins: A Comparison of Search Space Visualization Techniques. 780
J. J. Collins, Lucia Sheehan, Conor Casey: Genetic Planner for a Mobile Robot Navigation System. 782
Carlos Cotta, Enrique Alba, José M. Troya: Improving the Scalability of Dynastically Optimal Forma Recombination by Tuning the Granularity of the Representation. 783
William Edelson, Michael L. Gargano: Efficient Calculation of Compute-Intensive Fitness In Genetic Computations Using A Survival Indicator For Population Members. 784
Francine Federman, Gayle Sparkman, Stephanie Watt: Representation of Music in a Learning Classifier System Utilizing Bach Chorales. 785
Alex S. Fukunaga: Portfolios of Genetic Algorithms. 786
Jens Gottlieb: Evolutionary Algorithms for Multidimensional Knapsack Problems: the Relevance of the Boundary f the Feasible Region. 787
Alexis Guigue, Sofiane Oussedik, Daniel Delahaye: Sequencing Aircraft Landings by Genetic Algorithms. 788
Xavier Llorà, Josep Maria Garrell i Guiu: GENIFER: A Nearest Neighbour based Classifier System using GA. 797
Hans-Georg Beyer, Dirk V. Arnold: Fitness Noise and Localization Errors of the Optimum in General Quadratic Fitness Models. 817-824
Stefan Boettcher, Allon G. Percus: Extremal Optimization: Methods derived from Co-Evolution. 825-832
Stefan Droste, Thomas Jansen, Ingo Wegener: Perhaps Not a Free Lunch But At Least a Free Appetizer. 833-839
Marcus Gallagher, Marcus R. Frean, Tom Downs: Real-valued Evolutionary Optimization using a Flexible Probability Density Estimator. 840-846
Martina Gorges-Schleuter: An Analysis of Local Selection in Evolution Strategies. 847-854
William E. Hart: Comparing Evolutionary Programs and Evolutionary Pattern Search Algorithms: A Drug Docking Application. 855-862
German Hernandez, Jerome A. Goldstein, Fernando Niño: Stochastic Differential Model for Evolutionary Algorithms over Continuous Spaces. 863-870
Michael L. Best: Coevolving Mutualists Guide Simulated Evolution. 941
Pedro A. Castillo Valdivieso, Víctor Manuel Rivas Santos, Juan J. Merelo Guervós, Jesús González, Alberto Prieto, Gustavo Romero: G-Prop-III: Global Optimization of Multilayer Perceptrons using an Evolutionary Algorithm. 942
Volume 2
Manu Ahluwalia, Larry Bull: Coevolving Functions in Genetic Programming: Classification using K-nearest-neighbour. 947-952
Celia C. Bojarczuk, Heitor S. Lopes, Alex Alves Freitas: Discovering comprehensible classification rules by using Genetic Programming: a case study in a medical domain. 953-958
Hongqing Cao, Lishan Kang, Yuping Chen: Evolutionary Modeling of Ordinary Differential Equations for Dynamic Systems. 959-965
Shu-Heng Chen, Tzu-Wen Kuo: Towards an Agent-Based Foundation of Financial Econometrics: An Approach Based on Genetic-Programming Artificial Markets. 966
Pierre Collet, Evelyne Lutton, Frédéric Raynal, Marc Schoenauer: Individual GP: an Alternative Viewpoint for the Resolution of Complex Problems. 974-981
Jason M. Daida, John Polito, Steven A. Stanhope, Robert R. Bertram, Jonathan C. Khoo, Shahbaz A. Chaudhary: What Makes a Problem GP-Hard? Analysis of a Tunably Difficult Problem in Genetic Programming. 982-989
G. F. Davenport, M. D. Ryan, Victor J. Rayward-Smith: Rule Induction Using a Reverse Polish Representation. 990-995
Antonello Dessi, Antonella Giani, Antonina Starita: An Analysis of Automatic Subroutine Discovery in Genetic Programming. 996-1001
Peter Dittrich, Andre Skusa, Wolfgang Kantschik, Wolfgang Banzhaf: Dynamical Properties of the Fitness Landscape of a GP Controlled Random Morphology Robot. 1002-1008
Marc Ebner, Andreas Zell: Evolving a behavior-based control architecture- From simulations to the real world. 1009-1014
Gianluigi Folino, Clara Pizzuti, Giandomenico Spezzano: A Cellular Genetic Programming Approach to Classification. 1015-1020
Frank D. Francone, Markus Conrads, Wolfgang Banzhaf, Peter Nordin: Homologous Crossover in Genetic Programming. 1021-1026
Marc Fuchs, Dirk Fuchs, Matthias Fuchs: Generating Lemmas for Tableau-based Proof Search Using Genetic Programming. 1027-1032
Matthias Fuchs: Large Populations Are Not Always The Best Choice In Genetic Programming. 1033-1038
Akira Hara, Tomoharu Nagao: Emergence of the cooperative behavior using ADG; Automatically Defined Groups. 1039-1046
Grigorios N. Beligiannis, Elias N. Demiris, Spiridon D. Likothanassis: Evolutionary Multimodel Partitioning Filters for Nonlinear Systems. 1227
Markus Brameier, Frank Hoffmann, Peter Nordin, Wolfgang Banzhaf, Frank D. Francone: Parallel Machine Code Genetic Programming. 1228
Fuey Sian Chong, William B. Langdon: Java based Distributed Genetic Programming on the Internet. 1229
Christos Dimopoulos, Ali M. S. Zalzala: Evolving Scheduling Policies through a Genetic Programming Framework. 1231
Matthew P. Evett, Taghi M. Khoshgoftaar, Pei-der Chien, Edward B. Allen: Modelling software quality with GP. 1232
Hugo de Garis, Andrzej Buller, Michael Korkin, Felix A. Gers, Norberto Eiji Nawa, Michael Hough: ATR's Artificial Brain ("CAM-Brain") Project: A Sample of What Individual "CoDi-1Bit" Model Evolved Neural Net Modules Can Do with Digital and Analog I/O. 1233
Angelo Cangelosi: Heterochrony and Adaptation in Developing Neural Networks. 1241-1248
H. Brown Cribbs III: Aircraft Maneuvering via Genetics-Based Adaptive Agent. 1249-1256
A. E. Eiben, D. Elia, Jano I. van Hemert: Population dynamics and emerging mental features in AEGIS. 1257-1264
Alexei A. Gaivoronski: Modeling of Complex Economic Systems with Agent Nets. 1265-1272
John C. Gallagher, Randall D. Beer: Evolution and Analysis of Dynamical Neural Networks for Agents Integrating Vision, Locomotion, and Short-Term Memory. 1273-1280
Matthew R. Glickman, Katia P. Sycara: Evolution of Goal-Directed Behavior from Limited Information in a Complex Environment. 1281-1288
Stéphane Calderoni: Behavior-Based Control System in MultiAgent Domain. 1439
David W. Digby, William Seffens: Evolutionary Algorithm Analysis of the Biological Genetic Codes. 1440
Robert A. Ghanea-Hercock, Divine T. Ndumu, Jaron C. Collis: Distributed Genetic Programming with Mobile Agents. 1441
Marko Gronroos: A Comparison of Some Methods for Evolving Neural Networks. 1442
Adam V. Adamopoulos, Efstratios F. Georgopoulos, Spiridon D. Likothanassis, Photios A. Anninos: Forecasting the MagnetoEncephaloGram (MEG) of Epileptic Patients Using Genetically Optimized Neural Networks. 1457-1462
Daryl Battle, Abdollah Homaifar, Edward Tunstel, Gerry V. Dozier: Genetic Programming of Full Knowledge Bases for Fuzzy Logic Controllers. 1463-1468
M. A. Beck, Ian C. Parmee: Extending the bounds of the search space: A Multi-Population approach. 1469-1476
Forrest H. Bennett III, John R. Koza, Martin A. Keane, Jessen Yu, William Mydlowec, Oscar Stiffelman: Evolution by Means of Genetic Programming of Analog Circuits that Perform Digital Functions. 1477-1483
Forrest H. Bennett III, John R. Koza, James Shipman, Oscar Stiffelman: Building a Parallel Computer System for $18, 000 that Performs a Half Peta-Flop per Day. 1484-1490
Christopher R. Bonham, Ian C. Parmee: An Investigation of Exploration and Exploitation Within Cluster Oriented Genetic Algorithms (COGAs). 1491-1497
Kelly D. Crawford, Michael D. McCormack, Donald J. MacAllister: Modified Gradient Techniques for Normalized Solution Vectors. 1498-1503
Dragan Cvetkovic, Ian C. Parmee: Use of Preferences for GA-based Multi-objective Optimisation. 1504-1509
E. William East: Infrastructure Work Order Planning Using Genetic Algorithms. 1510-1516
J. Jaime Fernandez, Ian D. Walker: A Biologically Inspired Fitness Function for Robotic Grasping. 1517-1522
Yoshikazu Fukuyama, Shinichi Takayama, Yosuke Nakanishi, Hirotaka Yoshida: A Particle Swarm Optimization for Reactive Power and Voltage Control in Electric Power Systems. 1523-1528
Igor E. Golovkin, Roberto C. Mancini, Sushil J. Louis: Plasma X-ray Spectra Analysis Using Genetic Algorithms. 1529-1534
Francisco Gordillo, Ismael Alcala, Javier Aracil: A Tool for Solving Differential Games with Co-evolutionary Algorithms. 1535-1542
Timothy Hackworth: India and Pakistan, a classic "Richardson" Arms Race: A Genetic Algorithmic approach. 1543-1550
Laura J. Harrell, S. Ranji Ranjithan: Evaluation of Alternative Penalty Function Implementations in a Watershed Management Design Problem. 1551-1558
Lino A. Costa, Pedro Oliveira: GAs in Global Optimization of Mixed Integer Non-Linear Problems. 1773
Lisa M. Desjarlais, Mohammad R. Akbarzadeh-Totonchi, Craig W. Wright: Control System Optimization Using Genetic Algorithms within the SoftLab Toolkit. 1774
Rémy Dupas, G. Cavory, Gilles Goncalves: Real-World Applications. Optimising the throughput of a manufacturing production line using a genetic algortihm. 1775
Carlos M. Fernandes, João Paulo Caldeira, Fernando Melicio, Agostinho C. Rosa: Evolutionary Algorithm for School Timetabling. 1777
S. D. Harris, R. Mustata, Lionel Elliott, David B. Ingham, Daniel Lesnic: Parameter Identification Within Rocks Using Genetic Algorithms. 1779
S. D. Harris, Lionel Elliott, David B. Ingham, Mohamed Pourkashanian, Christopher W. Wilson: The Retrieval of Chemical Reaction Rates Using Genetic Algorithms. 1780
Guy G. Helmer, Johnny S. Wong, Vasant Honavar, Les Miller: Feature Selection Using a Genetic Algorithm for Intrusion Detection. 1781
Mark P. Hinchliffe, Mark J. Willis, Ming T. Tham: Dynamic Chemical Process Modelling Using a Multiple Basis Function Genetic Programming Algorithm. 1782
Russell J. Deaton: Reaction Temperature Constraints in DNA Computing. 1803-1804
Joaquim Nunes Aparício, Luís Correia, Fernando Moura-Pires: Populations are Multisets-PLATO. 1845-1850
Jason M. Daida, Derrick S. Ampy, Michael Ratanasavetavadhana, Hsiaolei Li, Omar A. Chaudhri: Challenges with Verification, Repeatability, and Meaningful Comparison in Genetic Programming: Gibson's Magic. 1851-1858



