This book focuses on the theoretical problems associated with  molecular diversity as it is being applied in the pharmaceutical  industry. Therefore, this book deals with algorithms that are involved  in understanding chemical space and selection of diverse sets of  structures. The algorithms also deal with the problem of focused  diversity where chemical libraries are being created within a  structured physical volume.   Diversity is necessarily connected to combinational chemistry,  although this book is limited to the application of diversity methods  to combinational chemistry and does not deal with synthetic methods.  It is this focus on algorithms and strategies for exploiting molecular  diversity that makes it different from books on combinational  chemistry.   The intended readership of the book falls into two categories: those  actively engaged in applying molecular diversity in the chemical  industry and those in academia who are developing strategies to  embrace, understand and accept the many problems thrown up by this new  research field of molecular diversity.

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