JPEG is the standard format for compressing continuous-tone images such as photographs. Optimizing an image as a JPEG format relies on lossy compression, which selectively discards data.
Optimization settings for JPEG – A. File Format Menu B. Compression Quality Menu C. Optimize Menu
Check out more detailed information about these settings courtesy of the Adobe Resource Center – JPEG optimization options
JPEG Optimization Photoshop