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CCE
2008
15 years 7 months ago
Informative gene selection and design of regulatory networks using integer optimization
A central problem in bioinformatics and systems biology is the selection of appropriate models in a rational and systematic way. This fundamentally combinatorial problem can be re...
Eric Yang, Timothy Maguire, Martin L. Yarmush, Ioa...
CORR
2010
Springer
109views Education» more  CORR 2010»
15 years 7 months ago
Optimal Direct Sum Results for Deterministic and Randomized Decision Tree Complexity
A Direct Sum Theorem holds in a model of computation, when for every problem solving some k input instances together is k times as expensive as solving one. We show that Direct Su...
Rahul Jain, Hartmut Klauck, Miklos Santha
CORR
2010
Springer
56views Education» more  CORR 2010»
15 years 7 months ago
Theory and Applications of Robust Optimization
In this paper we survey the primary research, both theoretical and applied, in the area of Robust Optimization (RO). Our focus is on the computational attractiveness of RO approac...
Dimitris Bertsimas, David B. Brown, Constantine Ca...
CORR
2010
Springer
85views Education» more  CORR 2010»
15 years 7 months ago
Optimally Solving the MCM Problem Using Pseudo-Boolean Satisfiability
In this report, we describe three encodings of the multiple constant multiplication (MCM) problem to pseudo-boolean satisfiability (PBS), and introduce an algorithm to solve the M...
Nuno P. Lopes, Levent Aksoy, Vasco M. Manquinho, J...
FGCS
2008
77views more  FGCS 2008»
15 years 7 months ago
Simulation-based optimization of multiple-task GRID applications
This paper deals with the performance optimization of multiple-task applications in GRID environments. Typically such applications are launched by a Resource Manager, which only t...
Emilio Pasquale Mancini, Umberto Villano, Massimil...