The evolution of intelligent systems: From optimization to automation to AI

Traditional approaches to signal and power integrity analysis are insufficient, prompting a shift toward integrated systems that enhance decision-making, execution, and adaptability. This whitepaper frames this shift as an evolution across three interconnected domains: optimization, automation, and AI, using Siemens EDA’s HyperLynx platform as a practical reference.