Linear Genetic Programming

Linear Genetic Programming

المؤلف
Markus F. Brameier, Wolfgang Banzhaf
سنة النشر
2007
الناشر
Springer
لغة الملف
انكليزي
نوع الملف
Book
تصنيف الكتاب
Computer Science

Linear Genetic Programming examines the evolution of imperative computer programs written as linear sequences of instructions. In contrast to functional expressions or syntax trees used in traditional Genetic Programming (GP), Linear Genetic Programming (LGP) employs a linear program structure as genetic material whose primary characteristics are exploited to achieve acceleration of both execution time and evolutionary progress.


الكلمات المفتاحية: Computer science / Step Size Control / Syntax / Algorithms / Code growth / Diversity control / Evolutionary algorithm / Genetic algorithms / Genetic operators / Genetic programming / Learning / Linear genetic programming / Machine learning / Neutral variations / Optimization / Programming