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High Level Synthesis (HLS) has definitely bridged the pathway between the Electronic System Level (ESL) and its respective structural block at the Register Transfer Level (RTL). However, the most critical task during HLS is to assess and find a superior architecture from the design space that meets the design objectives. This thesis introduces a novel mechanism for efficient Design Space Exploration (DSE) based on Priority Facgtor using the Fuzzy search technique to achieve the optimum result.doi:10.32920/ryerson.14661969 fatcat:spvzm6rh2jf6lejgkl46nunjem