Discretionary dismissal refers to a court's authority to dismiss a case based on the judge's judgment, often due to procedural issues or lack of merit. This power allows judges to manage their dockets effectively and ensure that only cases meeting certain legal standards proceed in the judicial system. The concept ties closely to supplemental jurisdiction as courts may dismiss state law claims that are not sufficiently related to the federal claims being adjudicated.