M07 Evolutionary computing for EDA
Room
Autrans 2
M07-1 Evolutionary algorithms
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
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
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
Evolutionary design of approximate arithmetic circuits, image operators, hash functions, neural networks.