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» Parameter Space Exploration of Agent-Based Models
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CDC
2009
IEEE
138views Control Systems» more  CDC 2009»
14 years 7 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
15 years 2 months 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»
15 years 2 months 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»
14 years 9 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»
15 years 1 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