M07 Evolutionary computing for EDA

Start
Monday, 9 March 2020 14:00
End
Monday, 9 March 2020 18:00
Room
Autrans 2

M07-1 Evolutionary algorithms

Session Start
Mon, 14:00
Session End
Mon, 14:45

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

Session Start
Mon, 14:45
Session End
Mon, 15:30

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

Session Start
Mon, 16:00
Session End
Mon, 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

Session Start
Mon, 17:00
Session End
Mon, 18:00

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