Springer - The Annealing Algorithm: 72 Monograph

Explore the complexities of optimization with The Annealing Algorithm, part of The Springer International Series in Engineering and Computer Science. This monograph focuses on the research goal of transforming annealing into a general purpose optimization routine. While the basic concept suggests it could apply to any combinatorial optimization problem, this work investigates the deeper requirements necessary for success. To run annealing on a specific problem, a unique representation for each configuration, a quality measurement procedure, and a neighbor relation are required. However, achieving acceptable results consistently within a reasonable timeframe requires more than just these basic components. This book examines the challenges and methodologies involved in making annealing a reliable tool for researchers and engineers working in computer science and optimization.