Ligand-based drug design is a computational approach within pharmaceutical research that focuses on identifying and optimizing potential drug candidates by analyzing the chemical and structural properties of known active ligands, inferring the essential molecular features required for biological activity without explicit knowledge of the target structure. This methodology is significant for drug discovery when target structural information is unavailable, providing valuable insights into pharmacophores and structure-activity relationships to guide the design of novel compounds.