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» Automatic Generation of Heuristics for Scheduling
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AIPS
2006
14 years 11 months ago
Resource Contention Metrics for Oversubscribed Scheduling Problems
We investigate a task insertion heuristic for oversubscribed scheduling problems, max-availability, that uses a simple estimate of resource contention to assign tasks to intervals...
Laurence A. Kramer, Stephen F. Smith
CEC
2010
IEEE
14 years 9 months ago
Grammatical rules for the automated construction of heuristics
— Developing a problem-domain independent methodology to automatically generate high performing solving strategies for specific problems is one of the challenging trends on hype...
Germán Terrazas, Natalio Krasnogor
80
Voted
ISORC
2006
IEEE
15 years 3 months ago
Automatic Memory Management in Utility Accrual Scheduling Environments
Convenience, reliability, and effectiveness of automatic memory management have long been established in modern systems and programming languages such as Java. The timeliness req...
Shahrooz Feizabadi, Godmar Back
WSC
2008
14 years 11 months ago
A simulation based scheduling model for call centers with uncertain arrival rates
In this paper we develop a two stage algorithm for scheduling call centers with strict SLAs and arrival rate uncertainty. The first cut schedule can be developed in less than a mi...
Thomas R. Robbins, Terry P. Harrison
87
Voted
CGO
2009
IEEE
15 years 4 months ago
Automatic Feature Generation for Machine Learning Based Optimizing Compilation
Recent work has shown that machine learning can automate and in some cases outperform hand crafted compiler optimizations. Central to such an approach is that machine learning tec...
Hugh Leather, Edwin V. Bonilla, Michael O'Boyle