Title
A Principle of Minimum Complexity in Evolution
Abstract
This paper presents a principle of minimum complexity in evolving systems. Minimum complexity is supported by results and observations from genetic algorithm research and information complexity theory. This paper introduces minimum complexity and presents quantitative evidence for minimum complexity in messy genetic evolution. There also appears to be a strong correlation with our theory and what is observed in biological genetics.
Year
DOI
Venue
1990
10.1007/BFb0029782
PPSN
Keywords
Field
DocType
minimum complexity,genetics,genetic algorithm
Evolving systems,Asymptotic computational complexity,Combinatorics,Mathematical optimization,Genetic Evolution,Computer science,Decision tree model,Theoretical computer science,Simon's problem,Information complexity,Genetic algorithm
Conference
Volume
ISBN
Citations 
496
3-540-54148-9
0
PageRank 
References 
Authors
0.34
3
2
Name
Order
Citations
PageRank
Luis R. Lopez101.01
H. John Caulfield2443164.79