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ICPP
2007
IEEE
16 years 1 months ago
Improving Static Task Scheduling in Heterogeneous and Homogeneous Computing Systems
In this paper, we present a heuristic algorithm that improves the performance of static task scheduling. Our algorithm is based on the list-scheduling mechanism. For the listing p...
Chih-Hsueh Yang, PeiZong Lee, Yeh-Ching Chung
194
Voted
IJCNN
2007
IEEE
16 years 1 months ago
Optimizing 0/1 Loss for Perceptrons by Random Coordinate Descent
—The 0/1 loss is an important cost function for perceptrons. Nevertheless it cannot be easily minimized by most existing perceptron learning algorithms. In this paper, we propose...
Ling Li, Hsuan-Tien Lin
243
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ECML
2007
Springer
16 years 1 months ago
Multi-objective Genetic Programming for Multiple Instance Learning
Abstract. This paper introduces the use of multi-objective evolutionary algorithms in multiple instance learning. In order to achieve this purpose, a multi-objective grammar-guided...
Amelia Zafra, Sebastián Ventura
GECCO
2007
Springer
168views Optimization» more  GECCO 2007»
16 years 1 months ago
Rigorous analyses of simple diversity mechanisms
It is widely assumed and observed in experiments that the use of diversity mechanisms in evolutionary algorithms may have a great impact on its running time. Up to now there is no...
Tobias Friedrich, Nils Hebbinghaus, Frank Neumann
FPL
2005
Springer
136views Hardware» more  FPL 2005»
16 years 29 days ago
Architecture-Adaptive Routability-Driven Placement for FPGAs
Current FPGA placement algorithms estimate the routability of a placement using architecture-specific metrics. The shortcoming of using architecture-specific routability estimates ...
Akshay Sharma, Carl Ebeling, Scott Hauck