M07 Evolutionary computing for EDA

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Autrans 2

M07-1 Evolutionary algorithms

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Principles and terminology of EAs. Genetic algorithm vs genetic programming. Single-objective vs multi-objective optimization. Statistical evaluation of search heuristics. 

M07-2 Cartesian genetic programming for circuit design

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Cartesian genetic programming. Evolutionary circuit design and approximation. Fast circuit evaluation utilizing formal verification methods

Case studies I, M07-3, , Mon, 9 Mar 2020 16:00 - Mon, 9 Mar 2020 17:00

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Evolutionary approaches to the design of variability-aware cells, SRAM and analogue circuits.

Case studies II, M07-4, , Mon, 9 Mar 2020 17:00 - Mon, 9 Mar 2020 18:00

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Evolutionary design of approximate arithmetic circuits, image operators, hash functions, neural networks.