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GECCO
2007
Springer
212views Optimization» more  GECCO 2007»
15 years 11 months ago
Controlling overfitting with multi-objective support vector machines
Recently, evolutionary computation has been successfully integrated into statistical learning methods. A Support Vector Machine (SVM) using evolution strategies for its optimizati...
Ingo Mierswa
ASPLOS
2006
ACM
15 years 11 months ago
Integrated network interfaces for high-bandwidth TCP/IP
This paper proposes new network interface controller (NIC) designs that take advantage of integration with the host CPU to provide increased flexibility for operating system kerne...
Nathan L. Binkert, Ali G. Saidi, Steven K. Reinhar...
ATAL
2006
Springer
15 years 11 months ago
Failures of the VCG mechanism in combinatorial auctions and exchanges
The VCG mechanism is the canonical method for motivating bidders in combinatorial auctions and exchanges to bid truthfully. We study two related problems concerning the VCG mechan...
Vincent Conitzer, Tuomas Sandholm
COCO
2004
Springer
119views Algorithms» more  COCO 2004»
15 years 11 months ago
Tight Lower Bounds for Certain Parameterized NP-Hard Problems
Based on the framework of parameterized complexity theory, we derive tight lower bounds on the computational complexity for a number of well-known NP-hard problems. We start by pr...
Jianer Chen, Benny Chor, Mike Fellows, Xiuzhen Hua...
ATAL
2006
Springer
15 years 11 months ago
Gradient field-based task assignment in an AGV transportation system
Assigning tasks to agents is complex, especially in highly dynamic environments. Typical protocol-based approaches for task assignment such as Contract Net have proven their value...
Danny Weyns, Nelis Boucké, Tom Holvoet