“A Collection of Test Problems for Constrained Global Optimization Algorithms” by Christodoulos A. Floudas and Panos M. Pardalos is a seminal work in the field of optimization. Published in 1990, it serves as a comprehensive resource for researchers and practitioners working on constrained global optimization problems.
The book begins with an overview of the challenges and importance of constrained global optimization, highlighting the practical significance of finding optimal solutions subject to constraints in various fields such as engineering, economics, and operations research.
One of the key contributions of the book is the extensive collection of test problems it provides. These problems are carefully selected to represent a diverse range of optimization challenges, including nonlinear, nonconvex, and discontinuous objective functions, as well as nonlinear inequality and equality constraints.
Each test problem is accompanied by a detailed description, including the mathematical formulation, the nature of the constraints, and any specific characteristics that make it challenging for optimization algorithms. Additionally, the book often includes benchmark results obtained by various optimization algorithms on these test problems, providing valuable insights into the relative performance of different approaches.
Overall, “A Collection of Test Problems for Constrained Global Optimization Algorithms” serves as an indispensable resource for researchers and practitioners seeking to develop and evaluate optimization algorithms for constrained global optimization problems. Its comprehensive collection of test problems and benchmark results continue to be widely referenced in the optimization community.