Core strengthening exercises, including planks, bird dogs, and gentle yoga poses, are recommended for alleviating lower back pain. Strengthening the core muscles supports the lower back, improving posture and reducing strain on the spine. It's important to perform these exercises with proper form to avoid further injury.