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This book presents recent advances in the theory of discrete optimization, particularly those arising from algebraic geometry, commutative algebra, convex and discrete geometry. The material within is not yet well known, and is accessible to students of mathematics computer science, algorithms or operations research at advanced undergraduate level and beyond.