A novel pseudoderivative-based mutation operator for real-coded adaptive genetic algorithms
نویسندگان
چکیده
منابع مشابه
A novel pseudoderivative-based mutation operator for real-coded adaptive genetic algorithms
The fields of molecular biology and neurobiology have advanced rapidly over the last two decades. These advances have resulted in the development of large proteomic and genetic databases that need to be searched for the prediction, early detection and treatment of neuropathologies and other genetic disorders. This need, in turn, has pushed the development of novel computational algorithms that ...
متن کاملA Directed Mutation Operator for Real Coded Genetic Algorithms
Developing directed mutation methods has been an interesting research topic to improve the performance of genetic algorithms (GAs) for function optimization. This paper introduces a directed mutation (DM) operator for GAs to explore promising areas in the search space. In this DM method, the statistics information regarding the fitness and distribution of individuals over intervals of each dime...
متن کاملPreviously titled: Using computation to enhance diagnosis and therapy: a novel mutation operator for real-coded adaptive genetic algorithms
Recent development of large databases, especially those in genetics and proteomics, is pushing the development of novel computational algorithms that implement rapid and accurate search strategies. One successful approach has been to use artificial intelligence and methods, including pattern recognition (e.g. neural networks) and optimization techniques (e.g. genetic algorithms). The focus of t...
متن کاملUsing computation to enhance diagnosis and therapy: a novel mutation operator for real-coded adaptive genetic algorithms
The fields of molecular biology and neurobiology have advanced rapidly over the last two decades. These advances have resulted in the development of large proteomic and genetic databases that need to be searched for the prediction, early detection and treatment of neuropathologies and other genetic disorders. This need, in turn, has pushed the development of novel computational algorithms that ...
متن کاملOn Adaptive Operator Probabilities in Real Coded Genetic Algorithms
In this paper a decision making scheme devised by Lobo and Goldberg for a hybrid genetic algorithm is extended to deal with the problem of adaptation of the operator probabilities of a real coded steady-state genetic algorithm applied to optimization problems. The scheme is modi ed by introducing a global reference value for measuring operator productivity as well as by the inclusion of operato...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: F1000Research
سال: 2013
ISSN: 2046-1402
DOI: 10.12688/f1000research.2-139.v2