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

来源：

BIOSYSTEMS | 1996年 / 39卷 / 01期

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

页码：63 / 76

页数：14

共 30 条

[11]

EBELING W, 1992, J NON-EQUIL THERMODY, V17, P303, DOI 10.1515/jnet.1992.17.4.303

[12]

EBELING W, 1990, PHYSIK EVOLUTIONSPRO

[13] HYPERCYCLE - PRINCIPLE OF NATURAL SELF-ORGANIZATION .A. EMERGENCE OF HYPERCYCLE [J].

EIGEN, M ;

SCHUSTER, P .

NATURWISSENSCHAFTEN, 1977, 64 (11) :541-565

[14] SELFORGANIZATION OF MATTER AND EVOLUTION OF BIOLOGICAL MACROMOLECULES [J].

EIGEN, M .

NATURWISSENSCHAFTEN, 1971, 58 (10) :465-+

[15]

EIGEN M, 1989, ADV CHEM PHYS, V75, P149

[16]

Fisher R. A., 1999, The Genetical Theory of Natural Selection: A Complete Variorum Edition

[17]

Fogel D.B., 1995, EVOLUTIONARY COMPUTA

[18]

Fogel LJ., 1962, Ind Res, V4, P14

[19]

GATLIN LL, 1972, INFORMATION THEORY L

[20]

Goldberg DE, 1989, GENETIC ALGORITHMS S

← 1 2 3 →