Browsing Engineering (Faculty of) by Subject "Evolutionary Algorithms"
Now showing items 1-2 of 2
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Implementing FPGA-optimized Systolic Arrays using 2D Knapsack and Evolutionary Algorithms
(University of Waterloo, 2022-01-25)Underutilization of FPGA resources is a significant challenge in deploying FPGAs as neural network accelerators. We propose an FPGA-optimized systolic array architecture improving the CNN inference throughput by orders ... -
Opposition-Based Differential Evolution
(University of Waterloo, 2007-05-07)Evolutionary algorithms (EAs) are well-established techniques to approach those problems which for the classical optimization methods are difficult to solve. Tackling problems with mixed-type of variables, many local optima, ...