IT Skills Software Design and Development Algorithms
Providing an introduction to the methods used to analyze evolutionary algorithms and other randomized search heuristics, this book adopts a complexity-theoretical perspective, and derives general limitations for black-box optimization, yielding lower bounds on the performance of evolutionary algorithms, and then develops general methods for deriving upper and lower bounds step by step.