Smoothing representation of fitness landscapes - The genotype-phenotype map of evolution

被引:19
作者
Asselmeyer, T [1 ]
Ebeling, W [1 ]
Rose, H [1 ]
机构
[1] HUMBOLDT UNIV BERLIN, INST PHYS, D-10115 BERLIN, GERMANY
关键词
evolutionary algorithms; fitness landscape; representation problem;
D O I
10.1016/0303-2647(95)01601-5
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
We investigate a simple evolutionary game of sequences and demonstrate at this example the structure of fitness landscapes in discrete problems. We show the smoothing action of the genotype-phenotype mapping which makes evolution feasible. Further we propose the density of sequence states as a classifying measure of fitness landscapes.
引用
收藏
页码:63 / 76
页数:14
相关论文
共 30 条
[1]   SUGGESTED MODEL FOR PREBIOTIC EVOLUTION - THE USE OF CHAOS [J].
ANDERSON, PW .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA-BIOLOGICAL SCIENCES, 1983, 80 (11) :3386-3390
[2]  
ANDERSON PW, 1983, SELFORGANIZATION PRE
[3]  
ANDRESEN B, 1989, P 4 INT C IRR PROC S
[4]   BOLTZMANN AND DARWIN STRATEGIES IN COMPLEX OPTIMIZATION [J].
BOSENIUK, T ;
EBELING, W ;
ENGEL, A .
PHYSICS LETTERS A, 1987, 125 (6-7) :307-310
[5]  
BOSENIUK T, 1990, BOLTZMANN DARWIN HAE
[6]   VOLKENSTEIN,M.V. EVOLUTIONARY THINKING AND THE STRUCTURE OF FITNESS LANDSCAPES [J].
CONRAD, M ;
EBELING, W .
BIOSYSTEMS, 1992, 27 (03) :125-128
[7]  
Conrad M., 1983, ADAPTABILITY SIGNIFI
[8]   STOCHASTIC DIFFERENTIAL-CALCULUS, THE MOYAL ASTERISK-PRODUCT, AND NONCOMMUTATIVE GEOMETRY [J].
DIMAKIS, A ;
MULLERHOISSEN, F .
LETTERS IN MATHEMATICAL PHYSICS, 1993, 28 (02) :123-137
[9]   ENTROPY OF SYMBOLIC SEQUENCES - THE ROLE OF CORRELATIONS [J].
EBELING, W ;
NICOLIS, G .
EUROPHYSICS LETTERS, 1991, 14 (03) :191-196
[10]  
Ebeling W., 1994, Proceedings of the First IEEE Conference on Evolutionary Computation. IEEE World Congress on Computational Intelligence (Cat. No.94TH0650-2), P79, DOI 10.1109/ICEC.1994.350038