IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 2009 · 59 citations · 48 references
ArchitectureComputer EngineeringDesignDesign AutomationDesign ComputationDesign OptimizationAnalog DesignDesign HierarchyDesign SynthesisHierarchical DesignOptimization-based DesignTopology OptimizationAutomated Design Space ExplorationAutomated Design SynthesisCircuit OptimizationEvolutionary SearchExperimental ValidationHierarchical TopologiesMultiobjective Evolutionary AlgorithmsProcess Corners
This paper presents MOJITO-R, a tool that performs variation-aware structural synthesis of analog circuits. It returns trustworthy topologies by searching across a space of thousands of possible topologies defined by hierarchically organized analog structural building blocks. ldquoStructural homotopyrdquo conducts search at several objective-function tightening levels (numbers of process corners) simultaneously. Multiobjective evolutionary search returns sized topologies which trade off power, area, performances, and <i xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">yield</i> . An experimental validation run returned 78 643 Pareto-optimal designs, having 982 sized topologies with various specification/yield combinations. A decision tree is extracted to visualize the performance-topology relationship.
48
Classification and Regression Trees.
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John Van Ryzin, Leo Breiman, Jerome H. Friedman et al. · Journal of the American Statistical Association · 1986 · 21K citations
Classification and regression trees
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