Book excerpt: The chapters included in this volume, which are authored by some of the most well-known researchers in nonlinear optimization, give an updated overview of the field from different and complementary standpoints: theoretical analysis, algorithmic developments, software evaluation, implementation issues, and applications. Audience: This volume would be useful to researchers and professionals working in applied mathematics, advanced engineering, computer sciences, as well as graduate students.