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Machine Learning

Volumn 45, Issue 1, 2001, Pages 77-114

Optimizing epochal evolutionary search: Population-size dependent theory

(2) Van Nimwegen, Erik a Crutchfield, James P a

a SANTA FE INSTITUTE (United States)

Author keywords

Error threshold; Evolutionary search; Genetic algorithm; Marginal stability; Optimization; Statistical dynamics

Indexed keywords

ERROR ANALYSIS; GENETIC ALGORITHMS; OPTIMIZATION; SAMPLING; STATISTICAL MECHANICS;

EVOLUTIONARY SEARCH ALGORITHMS;

POPULATION STATISTICS;

EID: 0035478527 PISSN: 08856125 EISSN: None Source Type: Journal
DOI: 10.1023/A:1010928206141 Document Type: Article

Times cited : (32)

References (50)

1
- 24944538568
- Self-organized criticality in living systems
- (1995) Phys. Lett. A , vol.203 , pp. 29-32
- Adami, C.¹

2
- 0000286476
- Error thresholds in finite populations
- (1998) Phys. Rev. E , vol.57 , pp. 7008-7013
- Alves, D.¹ Fontanari, J.F.²

3
- 0003435075
- New York, NY: Oxford University Press
- (1996) Evolutionary Algorithms in Theory and Practice: Evolution Strategies, Evolutionary Programming, Genetic Algorithms
- Bäck, T.¹

4
- 0003409293
- Master's thesis, School of Cognitive Sciences, University of East Sussex, Brighton
- (1997) Tangled webs: Evolutionary dynamics on fitness landscapes with neutrality
- Barnett, L.¹

5
- 0003405898
- San Mateo, CA: Morgan Kaufmann
- (1991) Proceedings of the Fourth International Conference on Genetic Algorithms
- Belew, R.K.¹ Booker, L.B.²

6
- 0003955441
- Boca Raton: CRC Press
- (1995) Practical Handbook of Genetic Algorithms
- Chambers, L.¹

7
- 0028786664
- The evolution of emergent computation
- (1995) Proc. Natl. Acad. Sci. U.S.A. , vol.92 , pp. 10742-10746
- Crutchfield, J.P.¹ Mitchell, M.²

8
- 4243639492
- The evolutionary unfolding of complexity
- L.F. Landweber, E. Winfree, R. Lipton, & S. Freeland (Eds.), SFI Working Paper 99-02-015
- (1999) Evolution as Computation
- Crutchfield, J.P.¹ Van Nimwegen, E.²

9
- 0003849948
- Van Nostrand Reinhold
- (1991) The Handbook of Genetic Algorithms
- Davis, L.D.¹

10
- 0015133749
- Self-organization of matter and the evolution of biological macromolecules
- (1971) Naturwissen , vol.58 , pp. 465-523
- Eigen, M.¹

11
- 85050209693
- The molecular quasispecies
- (1989) Adv. Chem. Phys. , vol.75 , pp. 149-263
- Eigen, M.¹ McCaskill, J.² Schuster, P.³

12
- 0017667182
- The hypercycle, a principle of natural self-organization. Part A: Emergence of the hypercycle
- (1977) Naturwissen , vol.64 , pp. 541-565
- Eigen, M.¹ Schuster, P.²

13
- 0030017289
- Punctuated evolution caused by selection of rare beneficial mutations
- (1996) Science , vol.272 , pp. 1802-1804
- Elena, S.F.¹ Cooper, V.S.² Lenski, R.E.³

14
- 0003440441
- San Mateo, CA: Morgan Kaufmann
- (1995) Proceedings of the Sixth International Conference on Genetic Algorithms
- Eshelman, L.¹

15
- 0003751736
- Springer-Verlag, Berlin
- (1979) Mathematical Population Genetics (Vol. 9 of Biomathematics) , vol.9
- Ewens, W.J.¹

16
- 0032577365
- Continuity in evolution: On the nature of transitions
- (1998) Science , vol.280 , pp. 1451-1455
- Fontana, W.¹ Schuster, P.²

17
- 0003485302
- San Mateo, CA: Morgan Kaufmann
- (1993) Proceedings of the Fifth International Conference on Genetic Algorithms
- Forrest, S.¹

18
- 0003967510
- New York: Interscience Publishers
- (1959) Applications of the Theory of Matrices
- Gantmacher, F.R.¹

19
- 0004300111
- Springer-Verlag, Berlin
- (1985) Handbook of Stochastic Methods
- Gardiner, C.W.¹

20
- 0003722376
- Reading, MA: Addison-Wesley
- (1989) Genetic Algorithms in Search, Optimization, and Machine Learning
- Goldberg, D.E.¹

21
- 85032131319
- Punctuated equilibria: The tempo and mode of evolution reconsidered
- (1977) Paleobiology , vol.3 , pp. 115-251
- Gould, S.J.¹ Eldredge, N.²

22
- 0004226825
- (2nd edn.) Sunderland, MA: Sinauer Associates
- (1989) Principles of Population Genetics
- Hartl, D.L.¹ Clark, A.G.²

23
- 0003463297
- Ann Arbor, MI: The University of Michigan Press
- (1975) Adaptation in Natural and Artificial Systems
- Holland, J.H.¹

24
- 0030030533
- Smoothness within ruggedness: The role of neutrality in adaptation
- (1996) Proc. Natl. Acad. Sci. , vol.93 , pp. 397-401
- Huynen, M.¹ Stadler, P.F.² Fontana, W.³

25
- 0029791455
- Exploring phenotype space through neutral evolution
- (1995) J. Mol. Evol. , vol.43 , pp. 165-169
- Huynen, M.A.¹

26
- 0004161153
- Oxford University Press
- (1993) The Origins of Order
- Kauffman, S.¹

27
- 0023647382
- Towards a general theory of adaptive walks in rugged fitness landscapes
- (1987) J. Theo. Bio. , vol.128 , pp. 11-45
- Kauffman, S.A.¹ Levin, S.²

28
- 0000660047
- Diffusion models in population genetics
- (1964) J. Appl. Prob. , vol.1 , pp. 177-232
- Kimura, M.¹

29
- 0004046696
- Cambridge University Press
- (1983) The Neutral Theory of Molecular Evolution
- Kimura, M.¹

30
- 0003882343
- Cambridge, MA: MIT Press
- (1992) Genetic Programming: On the Programming of Computers by Means of Natural Selection
- Koza, J.R.¹

31
- 5544283055
- Statistical mechanics of Eigen's evolution model
- (1987) J. Stat. Phys. , vol.48 , pp. 343-360
- Leuthäusser, I.¹

32
- 0024709553
- Protein evolution in rugged fitness landscapes
- (1989) Proc. Nat. Accad. Sci. , vol.86 , pp. 6191-6195
- Macken, C.A.¹ Perelson, A.S.²

33
- 0003587805
- Cambridge, MA: MIT Press
- (1996) An Introduction to Genetic Algorithms
- Mitchell, M.¹

34
- 43949158663
- Evolving cellular automata to perform computations: Mechanisms and impediments
- (1994) Physica D , vol.75 , pp. 361-391
- Mitchell, M.¹ Crutchfield, J.P.² Hraber, P.T.³

35
- 0001946219
- When will a genetic algorithm outperform hill climbing?
- J. D. Cowan, G. Tesauro, & J. Alspector (Eds.), San Mateo, CA: Morgan Kaufmann
- (1994) Advances in Neural Information Processing Systems 6 , vol.6
- Mitchell, M.¹ Holland, J.H.² Forrest, S.³

36
- 0032558169
- Effects of selective neutrality on the evolution of molecular species
- (1998) Proc. R. Soc. London B. , vol.265 , pp. 1333-1338
- Newman, M.¹ Engelhardt, R.²

37
- 0024974481
- Error thresholds of replication in finite populations, mutation frequencies and the onset of Muller's ratchet
- (1989) J. Theo. Bio. , vol.137 , pp. 375-395
- Nowak, M.¹ Schuster, P.²

38
- 0015722319
- Slightly deleterious mutant substitutions in evolution
- (1973) Nature , vol.247 , pp. 96-98
- Ohta, T.¹

39
- 0001654122
- Development of neutral and nearly neutral theories
- (1996) Theo. Pop. Bio. , vol.49 , pp. 128-142
- Ohta, T.¹ Gillespie, J.H.²

40
- 0347858792
- Analysis of genetic algorithms using statistical mechanics
- (1994) Phys. Rev. Lett. , vol.72 , Issue.9 , pp. 1305-1309
- Prügel-Bennett, A.¹ Shapiro, J.L.²

41
- 0002375286
- The dynamics of a genetic algorithm in simple random Ising systems
- (1997) Physica D , vol.104 , Issue.1 , pp. 75-114
- Prügel-Bennett, A.¹ Shapiro, J.L.²

42
- 0039861912
- The dynamics of a genetic algorithm for a simple learning problem
- (1996) J. Phys. A , vol.29 , Issue.23 , pp. 7451-7473
- Rattray, M.¹ Shapiro, J.L.²

43
- 0034968504
- Replication and mutation on neutral networks
- (2001) Bull. Math. Bio. , vol.63 , Issue.1 , pp. 57-94
- Reidys, C.M.¹ Forst, C.V.² Schuster, P.K.³

44
- 0020437078
- Self replicating with error, a model for polynucleotide replication
- (1982) Biophys. Chem. , vol.16 , pp. 329-340
- Swetina, J.¹ Schuster, P.²

45
- 0033747992
- Optimizing epochal evolutionary search: Population-size independent theory
- D. Goldberg & K. Deb (Eds.)
- (2000) Computer Methods in Applied Mechanics and Engineering, special issue on Evolutionary and Genetic Algorithms in Computational Mechanics and Engineering , vol.186 , pp. 171-194
- Van Nimwegen, E.¹ Crutchfield, J.P.²

46
- 0042635275
- Finite populations induce metastability in evolutionary search
- (1997) Phys. Lett., A , vol.229 , pp. 144-150
- Van Nimwegen, E.¹ Crutchfield, J.P.² Mitchell, M.³

47
- 0001938575
- Statistical dynamics of the Royal Road genetic algorithm
- A. Eiben & G. Rudolph, (Eds.), SFI working paper 97-04-35
- (1999) Theoretical Computer Science, special issue on Evolutionary Computation , vol.229 , pp. 41-102
- Van Nimwegen, E.¹ Crutchfield, J.P.² Mitchell, M.³

48
- 0003468111
- Dynamics of neutral evolution
- Ph.D. Thesis, Biologisch-Pharmazeutischen Fakultät der Friedrich Schiller-Universität Jena
- (1996) A case study on RNA secondary structures
- Weber, J.¹

49
- 0031118203
- No free lunch theorems for optimization
- (1997) IEEE Trans. Evol. Comp. , vol.1 , pp. 67-82
- Wolpert, D.H.¹ Macready, W.G.²

50
- 0001032177
- Character change, speciation, and the higher taxa
- (1982) Evolution , vol.36 , pp. 427-443
- Wright, S.¹

* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.