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» Hybrid Optimizations: Which Optimization Algorithm to Use
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ICMLA
2007
13 years 11 months ago
Bias-variance tradeoff in hybrid generative-discriminative models
Given any generative classifier based on an inexact density model, we can define a discriminative counterpart that reduces its asymptotic error rate, while increasing the estima...
Guillaume Bouchard
GECCO
2007
Springer
481views Optimization» more  GECCO 2007»
14 years 4 months ago
A hybrid PSO/ACO algorithm for classification
In a previous work we have proposed a hybrid Particle Swarm Optimisation/Ant Colony Optimisation (PSO/ACO) algorithm for the discovery of classification rules, in the context of d...
Nicholas Holden, Alex Alves Freitas
DATE
2005
IEEE
110views Hardware» more  DATE 2005»
14 years 4 months ago
Designer-Driven Topology Optimization for Pipelined Analog to Digital Converters
This paper suggests a practical “hybrid” synthesis methodology which integrates designer-derived analytical models for system-level description with simulation-based models at...
Yu-Tsun Chien, Dong Chen, Jea-Hong Lou, Gin-Kou Ma...
WCE
2007
13 years 11 months ago
Optimizing Designs based on Risk Approach
— In this paper a new approach to optimize nuclear power plant designs based on global risk reduction are described. In design the focus is on as components quality as redundancy...
Jorge E. Núñez Mc Leod, Selva S. Riv...
ATAL
2010
Springer
13 years 11 months ago
Asynchronous algorithms for approximate distributed constraint optimization with quality bounds
Distributed Constraint Optimization (DCOP) is a popular framework for cooperative multi-agent decision making. DCOP is NPhard, so an important line of work focuses on developing f...
Christopher Kiekintveld, Zhengyu Yin, Atul Kumar, ...