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» Solving a Real-World Train Unit Assignment Problem
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GECCO
2005
Springer
131views Optimization» more  GECCO 2005»
13 years 10 months ago
Genetic algorithms for the sailor assignment problem
This paper examines a real-world application of genetic algorithms – solving the United States Navy’s Sailor Assignment Problem (SAP). The SAP is a complex assignment problem ...
Deon Garrett, Joseph Vannucci, Rodrigo Silva, Dipa...
ASPDAC
2005
ACM
146views Hardware» more  ASPDAC 2005»
13 years 7 months ago
High-level synthesis for DSP applications using heterogeneous functional units
Abstract— This paper addresses high level synthesis for realtime digital signal processing (DSP) architectures using heterogeneous functional units (FUs). For such special purpos...
Zili Shao, Qingfeng Zhuge, Chun Xue, Bin Xiao, Edw...
ICML
2008
IEEE
14 years 6 months ago
Learning to classify with missing and corrupted features
After a classifier is trained using a machine learning algorithm and put to use in a real world system, it often faces noise which did not appear in the training data. Particularl...
Ofer Dekel, Ohad Shamir
AAAI
2008
13 years 7 months ago
Learning and Inference with Constraints
Probabilistic modeling has been a dominant approach in Machine Learning research. As the field evolves, the problems of interest become increasingly challenging and complex. Makin...
Ming-Wei Chang, Lev-Arie Ratinov, Nicholas Rizzolo...
IEEEICCI
2007
IEEE
13 years 11 months ago
A Logic Language of Granular Computing
Granular computing concerns human thinking and problem solving, as well as their implications to the design of knowledge intensive systems. It simplifies complex real world probl...
Yiyu Yao, Bing Zhou