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Spectral Graph Theory - Chung, Fan R K
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Based on 10 lectures given at the CBMS workshop on spectral graph theory in June 1994 at Fresno State University, this exposition can be likened to a conversation with a good teacher - one who not only gives you the facts, but tells you what is really going on, why it is worth doing, and how it is related to familiar ideas in other areas.

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Spectral Graph Theory 1996, American Mathematical Society

ISBN-13: 9780821803158

UK edition

Trade paperback