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Titlebook: Applications of Evolutionary Computing; EvoWorkshops 2009: E Mario Giacobini,Anthony Brabazon,Penousal Machado Conference proceedings 2009

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發(fā)表于 2025-3-21 17:59:52 | 只看該作者 |倒序瀏覽 |閱讀模式
期刊全稱Applications of Evolutionary Computing
期刊簡稱EvoWorkshops 2009: E
影響因子2023Mario Giacobini,Anthony Brabazon,Penousal Machado
視頻videohttp://file.papertrans.cn/160/159410/159410.mp4
學科分類Lecture Notes in Computer Science
圖書封面Titlebook: Applications of Evolutionary Computing; EvoWorkshops 2009: E Mario Giacobini,Anthony Brabazon,Penousal Machado Conference proceedings 2009
影響因子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.
Pindex Conference proceedings 2009
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Location Discovery in Wireless Sensor Networks Using a Two-Stage Simulated Annealingle in many of the applications where WSN are used. A widely used self-locating mechanism consists in equipping a small subset of the nodes with GPS hardware, while the rest of the nodes employ reference estimations (received signal strength, time of arrival, etc.) in order to determine their locatio
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A Framework for Evolutionary Peer-to-Peer Overlay Schemesount basically two dimensions: the dispersion degree of information about shared resources (centralized, decentralized, hybrid), and the logical organization (unstructured, structured). On the other side, there is a lack of common understanding about adaptive peer-to-peer sytems. In our view, peers’
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Multiuser Scheduling in HSDPA with Particle Swarm Optimizationhannel state information (CSI) feedback, which is required for this problem, in the form of a finite set of Channel Quality Indicator (CQI) values is assumed, as specified in the HSDPA standard [1]. A global optimal approach and a particle swarm optimization approach are used to solve the problem. S
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Efficient Signal Processing and Anomaly Detection in Wireless Sensor Networksd. The node-level decision unit is based on Adaptive Resonance Theory (ART), which is a simple kind of neural networks. The Fuzzy ART neural network used in this work is an ART neural network that accepts analog inputs. A Fuzzy ART neural network represents an adaptive memory that can store a predef
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Peer-to-Peer Optimization in Large Unreliable Networks with Branch-and-Bound and Particle Swarmsting platform. So far, little is known about the scaling and reliability of optimization algorithms in P2P environments. In this paper we present empirical results comparing two P2P algorithms for real-valued search spaces in large-scale and unreliable networks. Some interesting, and perhaps counter
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