Parallel Problem Solving from Nature - PPSN VII

7th International Conference, Granada, Spain, September 7-11, 2002, Proceedings
Erscheinungsjahr 2002
ISBN: 978-3-540-44139-7
Verlag: Springer

Buch, Englisch, Band 2439, 954 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 1442 g

Reihe: Lecture Notes in Computer Science

We are proud to introduce the proceedings of the Seventh International C- ference on Parallel Problem Solving from Nature, PPSN VII, held in Granada, Spain, on 7–11 September 2002. PPSN VII was organized back-to-back with the Foundations of Genetic Algorithms (FOGA) conference, which took place in Torremolinos, Malaga, Spain, in the preceding week. ThePPSNseriesofconferencesstartedinDortmund,Germany[1].Fromthat pioneering meeting, the event has been held biennially, in Brussels, Belgium [2], Jerusalem, Israel [3], Berlin, Germany [4], Amsterdam, The Netherlands [5], and Paris, France [6]. During the Paris conference, several bids to host PPSN 2002 were put forward; it was decided that the conference would be held in Granada with Juan J. Merelo Guerv´ os as General Chairman. The scienti?c content of the PPSN conference focuses on problem-solving paradigms gleaned from natural models, with an obvious emphasis on those that display an innate parallelism, such as evolutionary algorithms and ant-colony optimization algorithms. The majority of the papers, however, concentrate on evolutionary and hybrid algorithms, as is shown in the contents of this book and itspredecessors.Thiseditionoftheconferenceproceedingshasalargesectionon applications,betheytoclassicalproblemsortoreal-worldengineeringproblems, which shows how bioinspired algorithms are extending their use in the realms of business and enterprise.

Zielgruppe

Research

Autoren/Hrsg.

Merelo, Juan J.

Adamidis, Panagiotis

Beyer, Hans-Georg

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Mathematik für Informatiker
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Wissensbasierte Systeme, Expertensysteme
• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Programmierung: Methoden und Allgemeines
• Naturwissenschaften Biowissenschaften Angewandte Biologie Biomathematik
• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Funktionale, Logische, Parallele und Visuelle Programmierung
• Mathematik | Informatik EDV | Informatik Informatik Logik, formale Sprachen, Automaten
• Naturwissenschaften Biowissenschaften Biowissenschaften Evolutionsbiologie
• Mathematik | Informatik EDV | Informatik Technische Informatik Hochleistungsrechnen, Supercomputer

Inhaltsverzeichnis

Evolutionary Algorithms Theory.- Representation/Codification Issues.- Variation Operators: Analysis, New Techniques.- Evolutionary Techniques: Coevolution.- Multiobjective Optimization.- Evolutionary Algorithms: New Techniques.- Hybrid Algorithms:Neurogenetic Algorithms, Evolutionary Techniques Applied to Neural Nets.- Hybrid Algorithms: Memetic, Other.- Learning Classifier Systems.- Comparison of Different Techniques.- Evolutionary Algorithm Implementations.- Applications.- Other Bioinspired Algorithms: Cellular Automata,Ant Colony Optimization.