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Volumn 12, Issue 8, 2012, Pages 2409-2424

Chaotic populations in genetic algorithms

Author keywords

Chaos theory; Dynamic populations; Fitness aggregation; Genetic algorithm; Logistic Chaos map; Power Law

Indexed keywords

CHAOS MAPS; DYNAMIC BEHAVIORS; DYNAMIC POPULATION; EVOLUTIONARY COMPUTING; EXPERIMENTAL EVIDENCE; FITNESS EVALUATIONS; FITNESS LANDSCAPE; MEMORY STORAGE; NATURAL POPULATION; NON-LINEAR DYNAMICS MODEL; PERIODIC OSCILLATION; POPULATION DYNAMICS MODELS; POPULATION GENETICS; POWER LAW; RECURSION EQUATIONS; RICH DYNAMICS; SINGLE PARAMETER; STATUS QUO;

EID: 84861851112     PISSN: 15684946     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.asoc.2012.03.001     Document Type: Article
Times cited : (52)

References (47)
  • 1
    • 0027340050 scopus 로고
    • Chaos reduces species extinction by amplifying local population noise
    • J.C. Allen, W.M. Sehaffer, and D. Rosko Chaos reduces species extinction by amplifying local population noise Nature 364 1993 229 232
    • (1993) Nature , vol.364 , pp. 229-232
    • Allen, J.C.1    Sehaffer, W.M.2    Rosko, D.3
  • 5
    • 0036949764 scopus 로고    scopus 로고
    • Population regulation, emergent properties, and a requiem for density dependence
    • DOI 10.1034/j.1600-0706.2002.12106.x
    • A.A. Berryman Population regulation, emergent properties, and a requiem for density-dependence Oikos 99 3 2002 600 606 (Pubitemid 36101153)
    • (2002) Oikos , vol.99 , Issue.3 , pp. 600-606
    • Berryman, A.A.1    Lima Arce, M.2    Hawkins, B.A.3
  • 12
    • 0000098640 scopus 로고
    • Genetic algorithms and variance of fitness
    • D.E. Goldberg, and M. Rundnick Genetic algorithms and variance of fitness Complex Syst. 5 3 1991 265 278
    • (1991) Complex Syst. , vol.5 , Issue.3 , pp. 265-278
    • Goldberg, D.E.1    Rundnick, M.2
  • 13
    • 0000510934 scopus 로고
    • Genetic algorithms, noise, and the sizing of populations
    • D.E. Goldberg Genetic algorithms, noise, and the sizing of populations Complex Syst. 6 1992 333 362
    • (1992) Complex Syst. , vol.6 , pp. 333-362
    • Goldberg, D.E.1
  • 14
    • 0004596361 scopus 로고
    • Toward a better understanding of mixing in genetic algorithms
    • D.E. Goldberg, D. Thierens, and K. Deb Toward a better understanding of mixing in genetic algorithms J. Soc. Instrum. Control Eng. 32 1 1993 10 16
    • (1993) J. Soc. Instrum. Control Eng. , vol.32 , Issue.1 , pp. 10-16
    • Goldberg, D.E.1    Thierens, D.2    Deb, K.3
  • 15
    • 0033185794 scopus 로고    scopus 로고
    • The Gambler's ruin problem, genetic algorithms, and the sizing of populations
    • G. Harik, E. Cantu-Paz, D.E. Goldberg, and B.L. Miller The Gambler's ruin problem, genetic algorithms, and the sizing of populations Evol. Comput. 7 3 1999 231 253
    • (1999) Evol. Comput. , vol.7 , Issue.3 , pp. 231-253
    • Harik, G.1    Cantu-Paz, E.2    Goldberg, D.E.3    Miller, B.L.4
  • 17
    • 51249188399 scopus 로고
    • A new regression method for analyzing the aggregation pattern of animal populations
    • S. Iwao A new regression method for analyzing the aggregation pattern of animal populations Res. Popul. Ecol. 10 1968 1 20
    • (1968) Res. Popul. Ecol. , vol.10 , pp. 1-20
    • Iwao, S.1
  • 18
    • 84969246403 scopus 로고    scopus 로고
    • Evolutionary algorithm with dynamic population size for multi-objective optimization
    • pp. 2768-2773
    • E.F. Khor, K.C. Tan, M.L. Wang, and T.H. Lee Evolutionary algorithm with dynamic population size for multi-objective optimization IECON 2000. 22-28 October 2000 Vol. 4 2000 pp. 2768-2773
    • (2000) IECON 2000. 22-28 October 2000 Vol. 4
    • Khor, E.F.1    Tan, K.C.2    Wang, M.L.3    Lee, T.H.4
  • 21
    • 0042863389 scopus 로고    scopus 로고
    • Rank-density-based multi- objective genetic algorithm and benchmark test function Study
    • H. Lu, and G.G. Yen Rank-density-based multi- objective genetic algorithm and benchmark test function Study IEEE Trans. Evol. Comp. 7 4 2003 325 343
    • (2003) IEEE Trans. Evol. Comp. , vol.7 , Issue.4 , pp. 325-343
    • Lu, H.1    Yen, G.G.2
  • 23
    • 49149100807 scopus 로고
    • Estimating the dispersion indices of animal populations with Jackknifing method
    • (in Chinese with English Abstract)
    • Z.S. Ma Estimating the dispersion indices of animal populations with Jackknifing method J. Biomath. 4 2 1989 125 131 (in Chinese with English Abstract)
    • (1989) J. Biomath. , vol.4 , Issue.2 , pp. 125-131
    • Ma, Z.S.1
  • 24
    • 49149113466 scopus 로고
    • Application of grey clustering analysis to natural habitat unit of insect populations
    • Z.S. Ma Application of grey clustering analysis to natural habitat unit of insect populations J. Grey System 1990 1990 179 187
    • (1990) J. Grey System , vol.1990 , pp. 179-187
    • Ma, Z.S.1
  • 25
    • 49149102928 scopus 로고
    • Studies on the population aggregation dynamics of Dendrolimus tabulaeformis (Tsai et Liu), Lasiocampidae
    • (in Chinese with English Abstract)
    • Z.S. Ma Studies on the population aggregation dynamics of Dendrolimus tabulaeformis (Tsai et Liu), Lasiocampidae J. Biomath. 6 1 1991 79 86 (in Chinese with English Abstract)
    • (1991) J. Biomath. , vol.6 , Issue.1 , pp. 79-86
    • Ma, Z.S.1
  • 26
    • 71549172359 scopus 로고
    • Further interpreted Taylor's Power Law and population aggregation critical density
    • Z.S. Ma Further interpreted Taylor's Power Law and population aggregation critical density Trans. Ecol. Soc. China 1 1991 284 288
    • (1991) Trans. Ecol. Soc. China , vol.1 , pp. 284-288
    • Ma, Z.S.1
  • 28
    • 71549173724 scopus 로고    scopus 로고
    • Towards a population dynamics theory for evolutionary computing: Learning from biological population dynamics in nature
    • Springer pp. 195-205
    • Z.S. Ma Towards a population dynamics theory for evolutionary computing: learning from biological population dynamics in nature Lecture Notes in Computer Science 5855 2009 Springer pp. 195-205
    • (2009) Lecture Notes in Computer Science , vol.5855
    • Ma, Z.S.1
  • 29
    • 84861882885 scopus 로고    scopus 로고
    • Ecological 'Theater' for evolutionary computing 'Play': Some insights from population ecology and evolutionary ecology
    • Z.S. Ma Ecological 'Theater' for evolutionary computing 'Play': some insights from population ecology and evolutionary ecology Int. J. Bio-Inspired Comput. 3 1 2011 31 55
    • (2011) Int. J. Bio-Inspired Comput. , vol.3 , Issue.1 , pp. 31-55
    • Ma, Z.S.1
  • 30
    • 79551550001 scopus 로고    scopus 로고
    • Did we miss some evidence of chaos in laboratory insect populations?
    • Z.S. Ma Did we miss some evidence of chaos in laboratory insect populations? Popul. Ecol. 53 2011 405 412
    • (2011) Popul. Ecol. , vol.53 , pp. 405-412
    • Ma, Z.S.1
  • 31
    • 0017185443 scopus 로고
    • Simple mathematical models with very complicated dynamics
    • R.M. May Simple mathematical models with very complicated dynamics Nature 261 1976 459 467
    • (1976) Nature , vol.261 , pp. 459-467
    • May, R.M.1
  • 32
    • 0002960942 scopus 로고
    • On a new class of "contagious: Distributions, applicable in entomology and bacteriology
    • J. Neyman On a new class of "contagious: distributions, applicable in entomology and bacteriology Ann. Math. Stat. 10 1939 35 57
    • (1939) Ann. Math. Stat. , vol.10 , pp. 35-57
    • Neyman, J.1
  • 34
    • 11244320688 scopus 로고    scopus 로고
    • Ph.D. Dissertation. Computer Science Department, University of Idaho, Moscow, ID 83844
    • Rylander, B. 2001. Computational complexity and genetic algorithms. Ph.D. Dissertation. Computer Science Department, University of Idaho, Moscow, ID 83844.
    • (2001) Computational Complexity and Genetic Algorithms
    • Rylander, B.1
  • 38
    • 0035694098 scopus 로고    scopus 로고
    • Evolutionary algorithms with dynamic population size and local exploration for multiobjective optimization
    • DOI 10.1109/4235.974840, PII S1089778X0105367X
    • K.C. Tan, T.H. Lee, and E.F. Khor Evolutionary algorithms with dynamic population size and local exploration for multi-objective optimization IEEE Trans. Evol. Comp. 5 6 2001 565 588 (Pubitemid 34091916)
    • (2001) IEEE Transactions on Evolutionary Computation , vol.5 , Issue.6 , pp. 565-588
    • Tan, K.C.1    Lee, T.H.2    Khor, E.F.3
  • 39
    • 36949080948 scopus 로고
    • Aggregation, variance, and the mean
    • L.R. Taylor Aggregation, variance, and the mean Nature 189 1961 732 735
    • (1961) Nature , vol.189 , pp. 732-735
    • Taylor, L.R.1
  • 40
    • 0021607307 scopus 로고
    • Assessing and interpreting the spatial distributions of insect populations
    • L.R. Taylor Assessing and interpreting the spatial distributions of insect populations Ann. Rev. Entomol. 29 1984 321 357
    • (1984) Ann. Rev. Entomol. , vol.29 , pp. 321-357
    • Taylor, L.R.1
  • 41
    • 0032095527 scopus 로고    scopus 로고
    • Making use of population information in evolutionary artificial neural networks
    • PII S108344199802189X
    • X. Yao, and Y. Liu Making use of population information in evolutionary artificial neural networks IEEE Trans. Syst. Man Cybernet. - Part B: Cybernetics 28 3 1998 417 425 (Pubitemid 128752593)
    • (1998) IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics , vol.28 , Issue.3 , pp. 417-425
    • Yao, X.1    Liu, Y.2
  • 42
    • 0035017378 scopus 로고    scopus 로고
    • Opposing paradigms: Regulation or limitation of populations?
    • T.C.R. White Opposing paradigms: regulation of limitation of populations Oikos 93 2001 148 152 (Pubitemid 32489204)
    • (2001) Oikos , vol.93 , Issue.1 , pp. 148-152
    • White, T.C.R.1
  • 45
    • 0036950712 scopus 로고    scopus 로고
    • A genetic algorithm for shortest path routing problem and the sizing of populations
    • C.W. Ahn, and R.S. Ramakrishna A genetic algorithm for shortest path routing problem and the sizing of populations IEEE Trans. Evol. Comp. 6 6 2002 566 579
    • (2002) IEEE Trans. Evol. Comp. , vol.6 , Issue.6 , pp. 566-579
    • Ahn, C.W.1    Ramakrishna, R.S.2
  • 46
    • 0004213215 scopus 로고
    • 2nd ed. The University of Chicago Press 315 p.
    • S.E. Kingsland Modeling Nature 2nd ed. 1995 The University of Chicago Press 315 p.
    • (1995) Modeling Nature
    • Kingsland, S.E.1
  • 47
    • 0001935985 scopus 로고
    • Mean Crowding
    • L. Lloyd Mean Crowding J. Animal Ecol. 36 1967 1 30
    • (1967) J. Animal Ecol. , vol.36 , pp. 1-30
    • Lloyd, L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.