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» Parameter Space Exploration of Agent-Based Models
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CDC
2009
IEEE
138views Control Systems» more  CDC 2009»
13 years 5 months ago
Beyond local optimality: An improved approach to hybrid model learning
Abstract-- Local convergence is a limitation of many optimization approaches for multimodal functions. For hybrid model learning, this can mean a compromise in accuracy. We develop...
Stephanie Gil, Brian Williams
IWSAS
2001
Springer
14 years 4 days ago
Constraint-Guided Self-adaptation
We present an approach to self-adaptive systems utilizing explicit models of the design-space of the application. The design-space is captured by allowing the specification of alte...
Sandeep Neema, Ákos Lédeczi
ISCA
2000
IEEE
111views Hardware» more  ISCA 2000»
14 years 3 days ago
HLS: combining statistical and symbolic simulation to guide microprocessor designs
As microprocessors continue to evolve, many optimizations reach a point of diminishing returns. We introduce HLS, a hybrid processor simulator which uses statistical models and sy...
Mark Oskin, Frederic T. Chong, Matthew K. Farrens
JILP
2002
83views more  JILP 2002»
13 years 7 months ago
Using Statistical and Symbolic Simulation for Microprocessor Performance Evaluation
As microprocessor designs continue to evolve, many optimizations reach a point of diminishing returns. We introduce HLS, a hybrid processor simulator which uses statistical models...
Mark Oskin, Frederic T. Chong, Matthew K. Farrens
ISSS
1998
IEEE
107views Hardware» more  ISSS 1998»
13 years 12 months ago
Integrating Communication Protocol Selection with Partitioning in Hardware/Software Codesign
This paper presents a codesign approach which incorporates communication protocol selection as a design parameter within hardware/software partitioning. The presented approach tak...
Peter Voigt Knudsen, Jan Madsen