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ICMLA
2007
15 years 8 months ago
Improving gene expression programming performance by using differential evolution
Gene Expression Programming (GEP) is an evolutionary algorithm that incorporates both the idea of a simple, linear chromosome of fixed length used in Genetic Algorithms (GAs) and...
Qiongyun Zhang, Chi Zhou, Weimin Xiao, Peter C. Ne...
CORR
2009
Springer
74views Education» more  CORR 2009»
15 years 4 months ago
Parallelizing Deadlock Resolution in Symbolic Synthesis of Distributed Programs
Previous work has shown that there are two major complexity barriers in the synthesis of fault-tolerant distributed programs, namely generation of fault-span, the set of states re...
Fuad Abujarad, Borzoo Bonakdarpour, Sandeep S. Kul...
JMLR
2012
13 years 9 months ago
Message-Passing Algorithms for MAP Estimation Using DC Programming
We address the problem of finding the most likely assignment or MAP estimation in a Markov random field. We analyze the linear programming formulation of MAP through the lens of...
Akshat Kumar, Shlomo Zilberstein, Marc Toussaint
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ESOP
2009
Springer
16 years 1 months ago
SingleTrack: A Dynamic Determinism Checker for Multithreaded Programs
Abstract. Multithreaded programs are prone to errors caused by unintended interference between concurrent threads. This paper focuses on verifying that deterministically-parallel c...
Caitlin Sadowski, Stephen N. Freund, Cormac Flanag...
DAC
2009
ACM
16 years 7 months ago
Efficient program scheduling for heterogeneous multi-core processors
Heterogeneous multicore processors promise high execution efficiency under diverse workloads, and program scheduling is critical in exploiting this efficiency. This paper present...
Jian Chen, Lizy Kurian John