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» Differentially Private Combinatorial Optimization
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INFORMATICALT
2010
101views more  INFORMATICALT 2010»
13 years 9 months ago
An Improved Differential Evolution Scheme for the Solution of Large-Scale Unit Commitment Problems
This paper presents an improved differential evolution (IDE) method for the solution of large-scale unit commitment (UC) problems. The objective of the proposed scheme is to determ...
Chen-Sung Chang
CORR
2010
Springer
156views Education» more  CORR 2010»
13 years 11 months ago
Selling Privacy at Auction
We initiate the study of markets for private data, through the lens of differential privacy. Although the purchase and sale of private data has already begun on a large scale, a t...
Arpita Ghosh, Aaron Roth
GECCO
2008
Springer
175views Optimization» more  GECCO 2008»
13 years 12 months ago
Using differential evolution for symbolic regression and numerical constant creation
One problem that has plagued Genetic Programming (GP) and its derivatives is numerical constant creation. Given a mathematical formula expressed as a tree structure, the leaf node...
Brian M. Cerny, Peter C. Nelson, Chi Zhou
SAGT
2009
Springer
108views Game Theory» more  SAGT 2009»
14 years 5 months ago
On the Planner's Loss Due to Lack of Information in Bayesian Mechanism Design
In this paper we study a large class of resource allocation problems with an important complication, the utilization cost of a given resource is private information of a profit ma...
José R. Correa, Nicolas Figueroa
INFOCOM
2007
IEEE
14 years 5 months ago
Ranking-Based Optimal Resource Allocation in Peer-to-Peer Networks
—This paper presents a theoretic framework of optimal resource allocation and admission control for peer-topeer networks. Peer’s behavioral rankings are incorporated into the r...
Yonghe Yan, Adel El-Atawy, Ehab Al-Shaer