Place the broccoli florets and lemon halves on the baking sheet. Toss with olive oil, salt, and pepper, and spread evenly on the baking sheet.
Roast 15 to 22 minutes or until browned around the edges. Squeeze a little lemon juice onto the broccoli and sprinkle with red pepper flakes, if desired.