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» A Perspective on Evolutionary Computation
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CEC
2009
IEEE
16 years 1 months ago
Evolutionary market agents and heterogeneous service providers: Achieving desired resource allocations
Abstract—In future massively distributed service-based computational systems, resources will span many locations, organisations and platforms. In such systems, the ability to all...
Peter R. Lewis, Paul Marrow, Xin Yao
AUSAI
2009
Springer
16 years 1 months ago
A Distance Metric for Evolutionary Many-Objective Optimization Algorithms Using User-Preferences
In this paper we propose to use a distance metric based on user-preferences to efficiently find solutions for many-objective problems. In a user-preference based algorithm a decis...
Upali K. Wickramasinghe, Xiaodong Li
GECCO
2007
Springer
119views Optimization» more  GECCO 2007»
16 years 19 days ago
Optimising the flow of experiments to a robot scientist with multi-objective evolutionary algorithms
A Robot Scientist is a physically implemented system that applies artificial intelligence to autonomously discover new knowledge through cycles of scientific experimentation. Ad...
Emma Byrne
ISCAS
2005
IEEE
143views Hardware» more  ISCAS 2005»
16 years 2 days ago
Design and FPGA implementation of a structure of evolutionary digital filters for hardware implementation
— In this paper, we design and implement an improved hardware-based evolutionary digital filter (EDF) version 2. The EDF is an adaptive digital filter which is controlled by ad...
Masahide Abe, Hiroki Arai, Masayuki Kawamata
GECCO
2004
Springer
212views Optimization» more  GECCO 2004»
15 years 12 months ago
An Evolutionary Autonomous Agent with Visual Cortex and Recurrent Spiking Columnar Neural Network
Spiking neural networks are computationally more powerful than conventional artificial neural networks. Although this fact should make them especially desirable for use in evoluti...
Rich Drewes, James B. Maciokas, Sushil J. Louis, P...