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LION
2010
Springer
209views Optimization» more  LION 2010»
14 years 11 days ago
Feature Extraction from Optimization Data via DataModeler's Ensemble Symbolic Regression
We demonstrate a means of knowledge discovery through feature extraction that exploits the search history of an optimization run. We regress a symbolic model ensemble from optimiza...
Kalyan Veeramachaneni, Katya Vladislavleva, Una-Ma...
GECCO
2007
Springer
148views Optimization» more  GECCO 2007»
14 years 1 months ago
Exploring the behavior of building blocks for multi-objective variation operator design using predator-prey dynamics
In this paper, we utilize a predator-prey model in order to identify characteristics of single-objective variation operators in the multi-objective problem domain. In detail, we a...
Christian Grimme, Joachim Lepping, Alexander Papas...
ASPDAC
2007
ACM
96views Hardware» more  ASPDAC 2007»
13 years 11 months ago
A Novel Performance-Driven Topology Design Algorithm
This paper presents a very efficient algorithm for performance-driven topology design for interconnects. Given a net, it first generates A-tree1 topology using table lookup and net...
Min Pan, Chris C. N. Chu, Priyadarshan Patra
GECCO
2003
Springer
122views Optimization» more  GECCO 2003»
14 years 25 days ago
Designing A Hybrid Genetic Algorithm for the Linear Ordering Problem
The Linear Ordering Problem(LOP), which is a well-known NP-hard problem, has numerous applications in various fields. Using this problem as an example, we illustrate a general pro...
Gaofeng Huang, Andrew Lim
MOBISYS
2011
ACM
12 years 10 months ago
AppJoy: personalized mobile application discovery
The explosive growth of the mobile application market has made it a significant challenge for the users to find interesting applications in crowded App Stores. To alleviate this...
Bo Yan, Guanling Chen