In this video an expert says, "One way of thinking about what intelligence is [specifically with regard to artificial intelligence], is as an optimization process."

Can intelligence always be thought of as an optimization process, and can artificial intelligence always be modeled as an optimization problem? What about pattern recognition? Or is he mischaracterizing?