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VLSI for the new era

VLSI design currently allows to build million-transistor chips and is about to enable Gigascale (GSI) design and Terascale Scale Integration (TSI) design. From a system design perspective, this increase in integration levels is qualitatively different from past integration improvements of similar magnitudes.

Distributed Estimation of Distribution Algorithms for continuous optimization: How does the exchanged information influence their behavior?

One of the most promising areas in which probabilistic graphical models have shown an incipient activity is the field of heuristic optimization and, in particular, in Estimation of Distribution Algorithms. Due to their inherent parallelism, different research lines have been studied trying to improve Estimation of Distribution Algorithms from the point of view of execution time and/or accuracy.