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Understanding Evolutionary Potential in Virtual CPU Instruction Set Architectures

Figure 3

The order and relationship of all tested architecture modifications (center), organized by instruction set series (left).

The evolutionary potential of the architecture selected as the basis for further experiments in each series (shown in bold) is displayed (right) for the Logic-9, Logic-77, Match-12, Fibonacci-32, Sort-10, Limited-9, and Navigation environments, respectively. Up arrows (black) indicate increased potential, down arrows (gray) indicate decreased potential, and double ended arrows (white) denote no significant trend. In general, FA (fully-associative) and Split-IO (separated input and output operations) demonstrated broadly beneficial impacts on evolutionary potential. The remaining tested modifications highlight the robustness of digital evolution, exhibiting no systematic effects on evolutionary potential.

Figure 3