Applications of Evolutionary Computing
Springer Berlin (Verlag)
978-3-642-01128-3 (ISBN)
The 68 revised full papers and 23 revised short papers presented were carefully reviewed and selected from a total of 143 submissions. With respect to the eleven workshops covered, the papers are organized in topical sections on telecommunication networks and other parallel and distributed systems, environmental issues, finance and economics, games, design automation, image analysis and signal processing, interactive evolution and humanized computational intelligence, music, sound, art and design, continuous parameter optimisation, stochastic and dynamic environments, as well as transportation and logistics.
The year 2009 celebrates the bicentenary of Darwin's birth and the 150th - niversary of the publication of his seminal work, On the Origin of Species.If this makes 2009 a special year for the research community working in biology and evolution, the ?eld of evolutionary computation (EC) also shares the same excitement. EC techniques are e?cient, nature-inspired planning and optimi- tion methods based on the principles of natural evolution and genetics. Due to their e?ciency and simple underlying principles, these methods can be used in the context of problem solving, optimization, and machine learning. A large and ever-increasing number of researchers and professionals make use of EC te- niques in various application domains. ThisvolumepresentsacarefulselectionofrelevantECapplicationscombined with a thorough examination of the techniques used in EC. The papers in the volume illustrate the current state of the art in the application of EC and can help and inspire researchers and professionals to develop e?cient EC methods for design and problem solving.
Anthony Brabazon [B. Comm (UCD), DPA (UCD), Dip Stats (Dub), MS (Statistics) (Stanford), MS (Operations Research) (Stanford), MBA (Heriot-Watt), DBA (Kingston), FCA, ACMA] lectures at University College Dublin. His research interests include mathematical decision models, evolutionary computation, and the application of computational intelligence to the domain of finance. He has published in excess of 100 papers in journals, conferences and professional publications, and has been a member of the programme committee at both EuroGP and GECCO conferences, as well as acting as reviewer for several journals. He has also acted as consultant to a wide range of public and private companies in several countries. He currently serves as a member of the CCAB (Ireland) Consultative Committee on Accounting Standards, and is a former Secretary and Treasurer of the Irish Accounting and Finance Association. Prior to joining UCD, he worked in the banking sector, and for KPMG.
EvoCOMNET Contributions.- EvoENVIRONMENT Contributions.- EvoFIN Contributions.- EvoGAMES Contributions.- EvoHOT Contributions.- EvoIASP Contributions.- EvoINTERACTION Contributions.- EvoMUSART Contributions.- EvoNUM Contributions.- EvoSTOC Contributions.- EvoTRANSLOG Contributions.
| Erscheint lt. Verlag | 2.4.2009 |
|---|---|
| Reihe/Serie | Lecture Notes in Computer Science | Theoretical Computer Science and General Issues |
| Zusatzinfo | XXX, 831 p. |
| Verlagsort | Berlin |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Mathematik / Informatik ► Informatik |
| Schlagworte | Ad-Hoc Networks • ant colony optimization • Artificial Life • augmented reality • Automat • bio-inspired algorithm • classification • Cognitive Maps • communications • Computational Finance • computer vision • Constraint Optimization • Data Mining • Distributed Systems • Dynamic Environments • Evolution • Evolutionäre Algorithmen • evolutionary algorithms • evolutionary art • Evolutionary Computing • evolutionary game • evolutionary music • Evolutionary Programming • Evolutionary Robotics • Financial Time Series • finite state machines • Fractals • Fuzzy Clustering • Genetic algorithms • Hardcover, Softcover / Informatik, EDV/Informatik • Hybridization • Image Analysis • Image Processing • interactive evolution • Memetic Algorithms • Metaheuristics • mixed equilibrium • Modeling • Multi-Objective Optimization • music composition • neighborhood search • Neural networks • Object recognition • Optical networks • Optimization • Particle swarm optimization • pattern recognition • Probabilistic Systems • risk measures • Robot vision • Scheduling • Self-Organizing Maps • sensor networks • Signal Processing • Simulation • sound synthesis • Stigmergy • tar • topology design • Traffic Flow • virtual ecosystem |
| ISBN-10 | 3-642-01128-4 / 3642011284 |
| ISBN-13 | 978-3-642-01128-3 / 9783642011283 |
| Zustand | Neuware |
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