Optimal mutation rates in dynamic environments: The eigen model

2011 ◽  
Author(s):  
Mark Ancliff ◽  
Jeong-Man Park
Keyword(s):  
Dynamic Environments ◽  
Mutation Rates ◽  
Eigen Model

scholarly journals Adaptive Approaches Towards Better GA Performance in Dynamic Fitness Landscapes

1994 ◽  
Vol 23 (487) ◽  
Author(s):  
Henrik Hautop Lund
Keyword(s):  
Fitness Landscape ◽  
Dynamic Environments ◽  
Mutation Rates ◽  
Landscape Changes ◽  
Correlation Measure ◽  
The Right ◽  
Changes Over Time ◽  
Adaptive Approaches ◽  
Over Time ◽  
Selection Of

We review different techniques for improving GA performance. By analysing the fitness landscape, a correlation measure between parents and offspring can be provided, and we can estimate effectively which genetic operator to use in the GA for a given fitness landscape. The response to selection equation further tells us how well the GA will do, and combining the two approaches gives us a powerful tool to automatically ensure the selection of the right parameter settings for a given problem. In dynamic environments the fitness landscape changes over time, and the evolved systems should be able to adapt to such changes. By introducing evolvable mutation rates and evolvable fitness formulae, we obtain such systems. The systems are shown to be able to adapt to both internal and external constraints and changes.

Transforming organizational culture in complex, dynamic environments for safety

2009 ◽  
Author(s):  
Sallie J. Weaver ◽  
Rebecca Lyons ◽  
Eduardo Salas ◽  
David A. Hofmann
Keyword(s):  
Organizational Culture ◽  
Dynamic Environments ◽  
Complex Dynamic

Anticipating Information Needs: Adaptive Display in Dynamic Environments

2008 ◽  
Author(s):  
Bradley C. Love ◽  
Matt Jones ◽  
Marc Tomlinson ◽  
Michael Howe
Keyword(s):  
Information Needs ◽  
Dynamic Environments

Do Mutation Rates Match the Kelly Criterion?

2020 ◽  
Vol 2 (1) ◽  
pp. 31
Author(s):  
Jonathan Bartlett
Keyword(s):  
Mutation Rates ◽  
Kelly Criterion

The Kelly Criterion defines an optimal betting strategy for games that have a defined risk and payoff. This letter explores the question of if this can be used as a methodology for analyzing mutation rates.

Activity-Based Costing in Complex and Dynamic Environments

Controlling ◽  
2004 ◽  
Vol 16 (11) ◽  
pp. 597-602 ◽  
Author(s):  
Werner Bruggeman ◽  
Kris Moreels
Keyword(s):  
Dynamic Environments ◽  
Activity Based Costing
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