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4th PPSN 1996: Berlin, Germany
- Hans-Michael Voigt, Werner Ebeling, Ingo Rechenberg, Hans-Paul Schwefel:
Parallel Problem Solving from Nature - PPSN IV, International Conference on Evolutionary Computation. The 4th International Conference on Parallel Problem Solving from Nature, Berlin, Germany, September 22-26, 1996, Proceedings. Lecture Notes in Computer Science 1141, Springer 1996, ISBN 3-540-61723-X
Basic Concepts of Evolutionary Computation
- Paul-Michael Agapow:
Computational Brittleness and the Evolution of Computer Viruses. 2-11 - Larry Bull, Terence C. Fogarty:
Evolutionary Computing in Multi-Agent Environments: Specification and Symbiogenesis. 12-21 - Michael Herdy:
Evolution Strategies with Subjective Selection. 22-31 - Hitoshi Iba:
Emergent Cooperation for Multiple Agents Using Genetic Programming. 32-41 - Christian Jacob:
Evolution Programs Evolved. 42-51 - Nick Jakobi:
Encoding Scheme Issues for Open-Ended Artificial Evolution. 52-61 - Masahiro Murakawa, Shuji Yoshizawa, Isamu Kajitani, Tatsumi Furuya, Masaya Iwata, Tetsuya Higuchi:
Hardware Evolution at Function Level. 62-71 - Jan Paredis:
Coevolutionary Life-Time Learning. 72-80 - Andreas Ronge, Mats G. Nordahl:
Genetic Programs and Co-Evolution: Developing robust general purpose controllers using local mating in two-dimensional populations. 81-90 - Alexander V. Spirov:
Self-Assemblage of Gene Nets in Evolution via Recruiting of New Netters. 91-100 - Annie S. Wu, Robert K. Lindsay:
A Survey of Intron Research in Genetics. 101-110
Theoretical Foundations of Evolutionary Computation
- Torsten Asselmeyer, Werner Ebeling, Helge Rosé:
Analytical and Numerical Investigations of Evolutionary Algorithms in Continuous Spaces. 112-121 - Hans-Georg Beyer
:
On the Asymptotic Behavior of Multirecombinant Evolution Strategies. 122-133 - Christian Höhn, Colin R. Reeves:
Are Long Path Problems Hard for Genetic Algorithms? 134-143 - Hitoshi Iba:
Random Tree Generation for Genetic Programming. 144-153 - Márk Jelasity
Implicit Formae in Genetic Algorithms. 154-163 - Anil Menon, Kishan Mehrotra, Chilukuri K. Mohan, Sanjay Ranka
A Probabilistic Database Approach to the Analysis of Genetic Algorithms. 164-173 - Lutz Molgedey:
Mean Field Analysis of Tournament Selection on a Random Manifold. 174-177 - Heinz Mühlenbein, Gerhard Paass:
From Recombination of Genes to the Estimation of Distributions I. Binary Parameters. 178-187 - Heinz Mühlenbein, Jürgen Bendisch, Hans-Michael Voigt:
From Recombination of Genes to the Estimation of Distributions II. Continuous Parameters. 188-197 - Soraya B. Rana, L. Darrell Whitley, Ronald Cogswell:
Searching in the Presence of Noise. 198-207 - Helge Rosé, Werner Ebeling, Torsten Asselmeyer:
The Density of States - A Measure of the Difficulty of Optimisation Problems. 208-217 - Günter Rudolph:
On Interactive Evolutionary Algorithms and Stochastic Mealy Automata. 218-226 - Ralf Salomon:
The Influence of Different Coding Schemes on the Computational Complexity of Genetic Algorithms in Function Optimization. 227-235 - Jayshree Sarma, Kenneth A. De Jong:
An Analysis of the Effects of Neighborhood Size and Shape on Local Selection Algorithms. 236-244 - Marc Schoenauer
Evolutionary Computation at the Edge of Feasibility. 245-254 - Dirk Thierens:
Dimensional Analysis of Allele-Wise Mixing Revisited. 255-265 - Stefan Voget:
Gaussian Diffusion in a Simple Genetic Algorithm. 266-275 - Hans-Michael Voigt, Heinz Mühlenbein:
Erroneous Truncation Selection - A Breeder's Decision Making Perspective. 276-285
Modifications and Extensions of Evolutionary Algorithms
Genetic Operators and Problem Representation
- Tolga Asveren, Paul Molitor:
New Crossover Methods For Sequencing Problems. 290-299 - Wolfgang Banzhaf, Frank D. Francone, Peter Nordin:
The Effect of Extensive Use of the Mutation Operator on Generalization in Genetic Programming Using Sparse Data Sets. 300-309 - Christian Bierwirth, Dirk C. Mattfeld
On Permutation Representations for Scheduling Problems. 310-318 - A. E. Eiben, C. A. Schippers:
Multi-Parent's Niche: n-ary Crossovers on NK-Landscapes. 319-328 - Adam Ghozeil, David B. Fogel:
A Preliminary Investigation into Directed Mutations in Evolutionary Algorithms. 329-335 - Francisco Herrera, Manuel Lozano
Heuristic Crossovers for Real-Coded Genetic Algorithms Based on Fuzzy Connectives. 336-345 - Cornelia Kappler:
Are Evolutionary Algorithms Improved by Large Mutations? 346-355 - Michèle Sebag, Marc Schoenauer
Mutation by Imitation in Boolean Evolution Strategies. 356-365 - Patrick D. Surry, Nicholas J. Radcliffe:
Formal Algorithms + Formal Representations = Search Strategies. 366-375 - Frank Vavak, Terence C. Fogarty, Ken Jukes:
A Genetic Algorithm with Variable Range of Local Search for Tracking Changing Environments. 376-385
Adaption, Niching, and Isolation in Evolutionary Algorithms
- Joachim Born:
An Evolution Strategy with Adaption of the Step Sizes by a Variance Function. 388-397 - Paul J. Darwen
Every Niching Method has its Niche: Fitness Sharing and Implicit Sharing Compared. 398-407 - Ian Robert East, Jon Rowe:
Effects of Isolation in a Distributed Population Genetic Algorithm. 408-419 - Robert Hinterding, Zbigniew Michalewicz
Self-Adaptive Genetic Algorithm for Numeric Functions. 420-429 - João Pedro Pedroso
Niche Search: An Evolutionary Algorithm for Global Optimisation. 430-440 - Jim Smith, Terence C. Fogarty:
Adaptively Parameterised Evolutionary Systems: Self-Adaptive Recombination and Mutation in a Genetic Algorithm. 441-450 - Alasdair Turner, David Corne, Graeme Ritchie, Peter Ross:
Obtaining Multiple Distinct Solutions with Genetic Algorithm Niching Methods. 451-460 - Andrew Tuson, Peter Ross:
Cost Based Operator Rate Adaption: An Investigation. 461-469
Further Modifications and Extensions
- Philippe Collard, Cathy Escazut, Alessio Gaspar:
Genetic Algorithms and Relational Landscapes. 472-481 - Richard S. Forsyth:
IOGA: An Instance-Oriented Genetic Algorithm. 482-493 - Cees H. M. van Kemenade:
Explicit Filtering of Building Blocks for Genetic Algorithms. 494-503 - Hajime Kita, Yasuyuki Yabumoto, Naoki Mori, Yoshikazu Nishikawa:
Multi-Objective Optimization by Means of the Thermodynamical Genetic Algorithm. 504-512 - Naoki Mori, Hajime Kita, Yoshikazu Nishikawa:
Adaption to a Changing Environment by Means of the Thermodynamical Genetic Algorithm. 513-522 - Ian C. Parmee:
The Development of a Dual-Agent Strategy for Efficient Search Across Whole System Engineering Design Hierachies. 523-532 - Arjen Schoneveld, Jan F. de Ronde, Peter M. A. Sloot, Jaap A. Kaandorp:
A Parallel Cellular Genetic Algorithm Used in Finite Element Simulation. 533-542 - Shigeyoshi Tsutsui, Ashish Ghosh
A Robust Solution Searching Scheme in Genetic Search. 543-552
Comparison of Methods
- José Luis Bernier, C. Ilia Herráiz, Juan Julián Merelo Guervós
Solving Master Mind Using GAs and Simulated Annealing: A Case of Dynamic Constraint Optimization. 554-563 - Tobias Blickle:
Evolving Compact Solutions in Genetic Programming: A Case Study. 564-573 - David Duvivier
Climbing Up NP-Hard Hills. 574-583 - Carlos M. Fonseca
On the Performance Assessment and Comparison of Stochastic Multiobjective Optimizers. 584-593 - Krista Lagus, Ilkka Karanta, Juha Ylä-Jääski:
Paginating the Generalized Newspaper - A Comparison of Simulated Annealing and a Heuristic Method. 594-603 - Malcolm McIlhagga, Phil Husbands
A Comparison of Optimization Techniques for Integrated Manufacturing Planning and Scheduling. 604-613 - Malcolm McIlhagga, Phil Husbands
A Comparison of Search Techniques on a Wing-Box Optimisation Problem. 614-623 - André Neubauer:
A Comparative Study of Evolutionary Algorithms for On-Line Parameter Tracking. 624-633
Other Metaphors
- Thomas Bäck
Modeling Urban Growth by Cellular Automata. 636-645 - Frank-Michael Dittes:
Democratic Optimization for Discrete and Continuous Systems. 646-655 - Marco Dorigo, Luca Maria Gambardella:
A Study of Some Properties of Ant-Q. 656-665 - Akio Ishiguro, Toshiyuki Kondo
Immunoid: An Immunological Approach to Decentralized Behavoir Arbitration of Autonomous Mobile Robots. 666-675 - Marcello Pelillo, Immanuel M. Bomze
Parallelizable Evolutionary Dynamics Principles for Solving the Maximum Clique Problem. 676-685 - Günter Rudolph, Joachim Sprave:
Significance of Locality and Selection Pressure in the Grand Deluge Evolutionary Algorithm. 686-695 - Klaus-Peter Zauner, Michael Conrad:
Parallel Computing with DNA: Toward the Anti-Universal Machine. 696-705
Applications of Evolutionary Computation
Evolutionary Computation in Machine Learning, Neural Networks, and Fuzzy Systems
- Brian Carse, Terence C. Fogarty:
Tackling the "Curse of Dimensionality" of Radial Basis Functional Neural Networks Using a Genetic Algorithm. 710-719 - Oscar Cordón
A Three-Stage Method for Designing Genetic Fuzzy Systems by Learning from Examples. 720-729 - Rolf Drechsler
Learning Heuristics for OBDD Minimization by Evolutionary Algorithms. 730-739 - Elvis Galic, Markus Höhfeld:
Improving the Generalization Performance of Multi-Layer-Perceptrons with Population-Based Incremental Learning. 740-750 - Naohiro Hondo, Hitoshi Iba, Yukinori Kakazu:
Robust GP in Robot Learning. 751-760 - Masaya Iwata, Isamu Kajitani, Hitoshi Yamada, Hitoshi Iba, Tetsuya Higuchi:
A Pattern Recognition System Using Evolvable Hardware. 761-770 - Slawomir W. Stepniewski, Andy J. Keane
Topology Design of Feedforward Neural Networks by Genetic Algorithms. 771-780 - J. C. W. Sullivan, Anthony G. Pipe:
An Evolution Strategy for On-line Optimisation of Dynamic Objective Functions. 781-790
Evolutionary Computation in Electrical, Electronics, and Communication Engineering
- Fulvio Corno
Exploiting Competing Subpopulations for Automatic Generation of Test Sequences for Digital Cicuits. 792-800 - Raphaël Dorne, Jin-Kao Hao:
Constraint Handling in Evolutionary Search: A Case Study of the Frequency Assignment. 801-810 - Claus Hillermeier, Joachim Keppler
An Application of Genetic Algorithms and Neural Networks to Scheduling Power Generating Systems. 811-818 - Jürgen Jakumeit:
Evolutionary Algorithms for the Calculation of Electron Distributions in Si-MOSFETs. 819-828 - Cornelia Kappler, Thomas Bäck
Refueling of a Nuclear Power Plant: Comparison of a Naive and a Specialized Mutation Operator. 829-838 - Jens Lienig, James P. Cohoon:
Genetic Algorithms Applied to the Physical Design of VLSI Circuits: A Survey. 839-848 - Robert Rogenmoser, Hubert Kaeslin, Tobias Blickle:
Stochastic Methods for Transistor Size Optimization of CMOS VLSI Circuits. 849-858 - Volker Schnecke
An Adaptive Parallel Genetic Algorithm for VLSI-Layout Optimization. 859-868
Evolutionary Computation in Computer Science and Operations Research
- Enrique Alba, José M. Troya:
Genetic Algorithms for Protocol Validation. 870-879 - George Bilchev, Ian C. Parmee:
Constraint Handling for the Fault Coverage Code Generation Problem: An Inductive Evolutionary Approach. 880-889 - Bernd Freisleben
New Genetic Local Search Operators for the Traveling Salesman Problem. 890-899 - Xiaobo Hu
An Evolutionary Approach to Hardware/ Software Partitioning. 900-909 - Cees H. M. van Kemenade, J. M. van den Akker, Joost N. Kok:
Evolutionary Air Traffic Flow Management for Large 3D-problems. 910-919 - Masaharu Munetomo, Yoshiaki Takai, Yoshiharu Sato:
Genetic-Based Dynamic Load Balancing: Implementation and Evaluation. 920-929 - Gerhard Niemeyer, Patricia Shiroma:
Production Scheduling with Genetic Algorithms and Simulation. 930-939 - Frank Schweitzer, Werner Ebeling, Helge Rosé, Olaf Weiss:
Network Optimization Using Evolutionary Strategies. 940-949 - Moshe Sipper
Co-evolving Parallel Random Number Generators. 950-959 - Takeshi Yamada, Ryohei Nakano:
Scheduling by Genetic Local Search with Multi-Step Crossover. 960-969
Evolutionary Computation in Mechanical, Chemical, Biological, and Optical Engineering
- Susanne Beiersdörfer, Jens B. Schmitt, Markus Sauer
Finding the Conformation of Organic Molecules with Genetic Algorithms. 972-981 - Ivan De Falco, Antonio Della Cioppa
Investigating a Parallel Breeder Genetic Algorithm on the Inverse Aerodynamic Design. 982-991 - Yoshiji Fujimoto, Masato Nishiguchi, Kenichi Nomoto, Kensuke Takahashi, Shigeyoshi Tsutsui:
An Evolutionary Design for f-theta Lenses. 992-1001 - Bernd Groß, Ulrich Hammel, Peter Maldaner, Andreas Meyer, Peter Roosen, Martin Schütz:
Optimization of Heat Exchanger Networks by Means of Evolution Strategies. 1002-1011 - Dae Gyu Kim, David Corne, Peter Ross:
Industrial Plant Pipe-Route Optimisation with Genetic Algorithms. 1012-1021 - Martina Gorges-Schleuter, Wilfried Jakob, S. Meinzer, Alexander Quinte, Wolfgang Süß, Horst Eggert:
An Evolutionary Algorithm for Design Optimization of Microsystems. 1022-1031 - Robert A. Richards, Sheri D. Sheppard:
A Learning Classifier System for Three-Dimensional Shape Optimization. 1032-1042
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