Titlebook: Evolutionary Algorithms for VLSI CAD; Rolf Drechsler Book 1998 Springer Science+Business Media New York 1998 Software.VLSI.algorithms.circ

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Massenerziehung in der Corona-Krise,t 5,000 transistors while in 1995 Intel’s state-of-the-art processor . contains more than 5 million transistors. To handle the complexity of todays circuits the design engineers are totally dependent on . (CAD), i.e. software tools. The capabilities and limitations of CAD tools have crucial impact o

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Jürgen Budde,Johanna Ge?ner,Nora Weuster of IC application are considered, i.e. applications from logic synthesis, mapping, testing and EA based solutions are given. Several selected papers are reviewed, then extensions of these approaches are outlined. For each area, the detailed problem definition is given and the main characteristics o

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https://doi.org/10.1007/978-3-531-92887-6es (especially for large problem instances) are overly long. For this in this chapter a model for heuristic learning is presented [37]. The idea of this approach is to create heuristics by an EA that obtain good results and in addition have good runtime behavior.

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Evolutionary Algorithmsan implementation on a computer system are discussed. The main components of an EA are presented, i.e. fitness function, selection principle and evolutionary operators. Finally, some special cases of the concept defined here are outlined, like evolution strategies and genetic programming.

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