Evolutionary Learning Zhou Zhi-Hua PhD
Many machine learning tasks involve solving complex optimization problems, such as working on non-differentiable, non-continuous, and non-unique objective functions; in some cases it can prove…
Specifikacia Evolutionary Learning Zhou Zhi-Hua PhD
Many machine learning tasks involve solving complex optimization problems, such as working on non-differentiable, non-continuous, and non-unique objective functions; in some cases it can prove difficult to even define an explicit objective function. Evolutionary learning applies evolutionary algorithms to address optimization problems in machine learning, and has yielded encouraging outcomes in many applications. However, due to the heuristic nature of evolutionary optimization, most outcomes to date have been empirical and lack theoretical support. This shortcoming has kept evolutionary learning from being well received in the machine learning community, which favors solid theoretical approaches.Recently there have been considerable efforts to address this issue. This book presents a range of those efforts, divided into four parts. Part I briefly introduces readers to
Zhou Enlai
Zhou Enlai
Uropathology Zhou Ming
Evolutionary Finance
Evolutionary Paleoecology
Evolutionary Psychology
Evolutionary Parasitology
Evolutionary Astrology
Evolutionary Astrology
Evolutionary Intelligence
Evolutionary Mind
Evolutionary Ideas