Energy-aware load balancing of parallel evolutionary algorithms with heavy fitness functions in heterogeneous CPU-GPU architectures

2018 ◽  
Vol 31 (6) ◽  
pp. e4688 ◽  
Author(s):  
Juan José Escobar ◽  
Julio Ortega ◽  
Antonio Francisco Díaz ◽  
Jesús González ◽  
Miguel Damas
Keyword(s):  
Load Balancing ◽  
Evolutionary Algorithms ◽  
Energy Aware ◽  
Fitness Functions ◽  
Parallel Evolutionary Algorithms ◽  
Gpu Architectures

scholarly journals Independence Conservation and Evolutionary Algorithms

2020 ◽  
Vol 2 (1) ◽  
pp. 32-35
Author(s):  
Eric Holloway
Keyword(s):  
Information Theory ◽  
Evolutionary Algorithms ◽  
Algorithmic Information Theory ◽  
Fitness Functions ◽  
Information Law ◽  
Algorithmic Information

Leonid Levin developed the first stochastic conservation of information law, describing it as "torturing an uninformed witness cannot give information about the crime."  Levin's law unifies both the deterministic and stochastic cases of conservation of information.  A proof of Levin's law from Algorithmic Information Theory is given as well as a discussion of its implications in evolutionary algorithms and fitness functions.

Sign in / Sign up

Export Citation Format

Share Document