Evolutionary Learning: Advances in Theories and Algorithms

• Main Authors: Zhou, Zhi-Hua (Author, http://id.loc.gov/vocabulary/relators/aut), Yu, Yang (http://id.loc.gov/vocabulary/relators/aut), Qian, Chao (http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Singapore : Springer Singapore : Imprint: Springer, 2019.
• Edition: 1st ed. 2019.
• Subjects: Artificial intelligence.; Algorithms.; Computer science-Mathematics.; Artificial Intelligence.; Algorithm Analysis and Problem Complexity.; Math Applications in Computer Science.

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 algorit...