Biologically relevant chemical spaces are those spaces on any molecules of receptors where chemical entities (Drug molecules) can join to produce specific or some special action. These spaces are very important in designing or developing any formulation for the disease so as to reduce the side effects caused by the drug.Hence in this book a novel technique is used to explore those biologically relevant chemical spaces. Hence this book will be proved very useful for the researchers doing research to develop new formulations for disease.