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Necessity and chance: deterministic chaos in ecology and evolution
Author:
Robert M. May
Journal:
Bull. Amer. Math. Soc. 32 (1995), 291-308
MSC:
Primary 92D25; Secondary 92D15, 92D40
MathSciNet review:
1307905
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Additional Information
Abstract: This is an outline of my Gibbs Lecture to the American Mathematical Society in January 1994; it is essentially a sign-posted guide to a stilldeveloping literature.
- [1]
R. M. May, Simple mathematical models with very complicated dynamics, Nature 261 (1976), 459-467.
- [2]
Colin
W. Clark, Mathematical bioeconomics, 2nd ed., Pure and Applied
Mathematics (New York), John Wiley & Sons Inc., New York, 1990. The
optimal management of renewable resources; With a contribution by Gordon
Munro; A Wiley-Interscience Publication. MR 1044994
(91c:90037)
- [3]
R. M. Anderson and R. M. May, Infectious diseases of humans: Dynamics and control, Oxford Univ. Press, Oxford, 1991.
- [4]
R. M. May and M. A. Nowak, Superinfection, metapopulation dynamics, and the evolution of diversity, J. Theoret. Biol. 170 (1994), 95-114.
- [5]
M. A. Nowak, R. M. May, and K. Sigmund, Immune responses against multiple epitopes, J. Theoret. Biol. (1995) (in preparation).
- [6]
D. Tilman, R. M. May, C. L. Lehman, and M. A. Nowak, Habitat destruction and the extinction debt, Nature 371 (1994), 65-66.
- [7]
P. A. B. Moran, Some remarks on animal population dynamics, Biometrics 6 (1950), 250-258.
- [8]
W. E. Ricker, Stock and recruitment, J. Fish. Res. Bd. Canad. 11 (1954), 559-623.
- [9]
O.
M. Šarkovs′kiĭ, Co-existence of cycles of a
continuous mapping of the line into itself, Ukrain. Mat. Z.
16 (1964), 61–71 (Russian, with English summary). MR 0159905
(28 #3121)
- [10]
Tien
Yien Li and James
A. Yorke, Period three implies chaos, Amer. Math. Monthly
82 (1975), no. 10, 985–992. MR 0385028
(52 #5898)
- [11]
R. M. May and G. F. Oster, Bifurcations and dynamic complexity in simple ecological models, Amer. Natur. 110 (1976), 573-599.
- [12]
E. N. Lorenz, Deterministic nonperiodic flow, J. Atmospheric Sci. 20 (1963), 130-141.
- [13]
T. Mullin (ed.), The nature of chaos, Oxford Univ. Press, Oxford, 1993.
- [14]
L. A. Smith, Local optimal prediction: Exploiting strangeness and the variation of sensitivity to initial conditions, Philos. Trans. Roy. Soc. London Ser. A 348 (1994), 371-381.
- [15]
Rodney
C. L. Wolff, Local Lyapunov exponents: looking closely at
chaos, J. Roy. Statist. Soc. Ser. B 54 (1992),
no. 2, 353–371. MR 1160475
(92m:62094)
- [16]
I. Hanski, P. Turchin, E. Korpimäki, and H. Henttonen, Population oscillations of boreal rodents: Regulation by mustilid predators leads to chaos, Nature 364 (1993), 232-235.
- [17]
G. Sugihara, B. T. Grenfell, and R. M. May, Distinguishing error from chaos in ecological time series, Philos. Trans. Roy. Soc. London Ser. B 330 (1991), 235-251.
- [18]
L. F. Olsen and W. M. Scharfer, Chaos versus noisy periodicity: Alternative hypotheses for childhood epidemics, Science 249 (1990), 499-504.
- [19]
G. Sugihara, Nonlinear forecasting for the classification of natural time series, Philos. Trans. Roy. Soc. London Ser. A 348 (1994), 477-495.
- [20]
Blake
LeBaron, Chaos and nonlinear forecastability in economics and
finance, Philos. Trans. Roy. Soc. London Ser. A 348
(1994), no. 1688, 397–404. MR
1300159, http://dx.doi.org/10.1098/rsta.1994.0099
- [21]
D.
Ruelle, The Claude Bernard Lecture, 1989. Deterministic chaos: the
science and the fiction, Proc. Roy. Soc. London Ser. A
427 (1990), no. 1873, 241–248. MR 1039785
(90m:58140)
- [22]
A. S. Weigend and N. A. Gershenfeld, Time series prediction: Forecasting the future and understanding the past, Addison-Wesley, Reading, MA, 1993.
- [23]
Howell
Tong, A personal overview of non-linear time series analysis from a
chaos perspective, Scand. J. Statist. 22 (1995),
no. 4, 399–445. With discussion and a reply by the author. MR 1363222
(97d:62210)
- [24]
A. M. Hastings, C. L. Horn, S. Ellner, P. Turchin, and H. C. J. Godfray, Chaos in ecology: Is Mother Nature a strange attractor?, Ann. Rev. Ecol. Syst. 24 (1993), 1-33.
- [25]
Martin
Casdagli, Chaos and deterministic versus stochastic nonlinear
modelling, J. Roy. Statist. Soc. Ser. B 54 (1992),
no. 2, 303–328. MR 1160473
(92m:62090)
- [26]
G. Sugihara and R. M. May, Nonlinear forecasting as a way of distinguishing chaos from measurement error in time series, Nature 344 (1990), 734-741.
- [27]
J.
Doyne Farmer and John
J. Sidorowich, Exploiting chaos to predict the future and reduce
noise, Evolution, learning and cognition, World Sci. Publ., Teaneck,
NJ, 1988, pp. 277–330. MR
1036562
- [28]
Floris
Takens, Detecting strange attractors in turbulence, Dynamical
systems and turbulence, Warwick 1980 (Coventry, 1979/1980), Lecture Notes
in Math., vol. 898, Springer, Berlin, 1981, pp. 366–381. MR 654900
(83i:58065)
- [29]
Peter
Grassberger and Itamar
Procaccia, Measuring the strangeness of strange attractors,
Phys. D 9 (1983), no. 1-2, 189–208. MR 732572
(85i:58071), http://dx.doi.org/10.1016/0167-2789(83)90298-1
- [30]
B. T. Grenfell, A. Kleczkowski, S. P. Ellner, and B. M. Bolker, Measles as a case study in nonlinear forecasting and chaos, Philos. Trans. Roy. Soc. London Ser. A 348 (1994), 515-530.
- [31]
J.
D. Murray, Mathematical biology, Biomathematics, vol. 19,
Springer-Verlag, Berlin, 1989. MR 1007836
(90g:92001)
- [32]
Michael
P. Hassell, The dynamics of arthropod predator-prey systems,
Monographs in Population Biology, vol. 13, Princeton University Press,
Princeton, N.J., 1978. MR 508052
(80d:92026)
- [33]
A. J. Nicholson and V. A. Bailey, The balance of animal populations. Part I, Proc. Zoolog. Soc. London 1 (1935), 551-598.
- [34]
M. P. Hassell and R. M. May, Stability in insect host-parasite models, J. Animal Ecol. 42 (1973), 693-726.
- [35]
S. W. Pacala, M. P. Hassell, and R. M. May, Host-parasitoid associations in patchy environments, Nature 344 (1990), 150-153.
- [36]
M. P. Hassell, R. M. May, S. W. Pacala, and P. L. Chesson, The persistence of host-parasitoid associations in patchy environments, Amer. Natur. 138 (1991), 568-583.
- [37]
M. P. Hassell, H. N. Comins, and R. M. May, Spatial structure and chaos in insect population dynamics, Nature 353 (1991), 255-258.
- [38]
H. N. Comins, M. P. Hassell, and R. M. May, The spatial dynamics of host-parasitoid systems, J. Animal Ecol. 61 (1992), 735-748.
- [39]
R. V. Solè and J. Valls, Spiral waves, chaos and multiple attractors in lattice models of interacting populations, Phys. Lett. A 166 (1992), 123-128.
- [40]
M. P. Hassell, H. N. Comins, and R. M. May, Species coexistence and self-organizing spatial dynamics, Nature 370 (1994), 290-292.
- [41]
D. A. Rand, Measuring and characterizing spatial patterns, dynamics and chaos in spatially extended dynamical systems and ecologies, Philos. Trans. Roy. Soc. London Ser. A 348 (1994), 497-514.
- [42]
R. Axelrod, The evolution of cooperation, Basic Books, New York, 1984.
- [43]
Robert
Axelrod and William
D. Hamilton, The evolution of cooperation, Science
211 (1981), no. 4489, 1390–1396. MR 686747
(84f:92030), http://dx.doi.org/10.1126/science.7466396
- [44]
M. A. Nowak and K. Sigmund, Tit for tat in heterogeneous populations, Nature 355 (1992), 250-253.
- [45]
-, Chaos and the evolution of cooperation, Proc. Nat. Acad. Sci. U.S.A. 90 (1993), 5091-5094.
- [46]
R. M. May, More evolution of cooperation, Nature 327 (1987), 15-17.
- [47]
M. A. Nowak and R. M. May, Evolutionary games and spatial chaos, Nature 359 (1992), 826-829.
- [48]
Martin
A. Nowak and Robert
M. May, The spatial dilemmas of evolution, Internat. J. Bifur.
Chaos Appl. Sci. Engrg. 3 (1993), no. 1, 35–78.
MR
1218718 (94c:92014), http://dx.doi.org/10.1142/S0218127493000040
- [49]
Martin
A. Nowak, Sebastian
Bonhoeffer, and Robert
M. May, More spatial games, Internat. J. Bifur. Chaos Appl.
Sci. Engrg. 4 (1994), no. 1, 33–56. MR 1276803
(95a:90213), http://dx.doi.org/10.1142/S0218127494000046
- [50]
-, Spatial games and the maintenance of cooperation, Proc. Nat. Acad. Sci. U.S.A. 91 (1994), 4877-4881.
- [51]
A. V. M. Herz, Collective phenomena in spatially extended evolutionary games, J. Theoret. Biol. 169 (1994), 65-87.
- [52]
B. A. Huberman and N. S. Glance, Evolutionary games and computer simulations, Proc. Nat. Acad. Sci. U.S.A. 90 (1993), 7712-7715.
- [53]
J. Maynard Smith, Evolution and the theory of games, Cambridge Univ. Press, Cambridge, 1982.
- [54]
T. Stoppard, Arcadia, Faber and Faber, London, 1993.
- [1]
- R. M. May, Simple mathematical models with very complicated dynamics, Nature 261 (1976), 459-467.
- [2]
- C. W. Clark, Mathematical bioeconomics (second ed.), Wiley, New York, 1990. MR 1044994 (91c:90037)
- [3]
- R. M. Anderson and R. M. May, Infectious diseases of humans: Dynamics and control, Oxford Univ. Press, Oxford, 1991.
- [4]
- R. M. May and M. A. Nowak, Superinfection, metapopulation dynamics, and the evolution of diversity, J. Theoret. Biol. 170 (1994), 95-114.
- [5]
- M. A. Nowak, R. M. May, and K. Sigmund, Immune responses against multiple epitopes, J. Theoret. Biol. (1995) (in preparation).
- [6]
- D. Tilman, R. M. May, C. L. Lehman, and M. A. Nowak, Habitat destruction and the extinction debt, Nature 371 (1994), 65-66.
- [7]
- P. A. B. Moran, Some remarks on animal population dynamics, Biometrics 6 (1950), 250-258.
- [8]
- W. E. Ricker, Stock and recruitment, J. Fish. Res. Bd. Canad. 11 (1954), 559-623.
- [9]
- A. N. Sharkovsky, Coexistence of cycles of a continuous map of the line into itself, Ukrain. Mat. Zh. 16 (1964), 61-71. MR 0159905 (28:3121)
- [10]
- T. Y. Li and J. A. Yorke, Period three implies chaos, Amer. Math. Monthly 82 (1975), 985-992. MR 0385028 (52:5898)
- [11]
- R. M. May and G. F. Oster, Bifurcations and dynamic complexity in simple ecological models, Amer. Natur. 110 (1976), 573-599.
- [12]
- E. N. Lorenz, Deterministic nonperiodic flow, J. Atmospheric Sci. 20 (1963), 130-141.
- [13]
- T. Mullin (ed.), The nature of chaos, Oxford Univ. Press, Oxford, 1993.
- [14]
- L. A. Smith, Local optimal prediction: Exploiting strangeness and the variation of sensitivity to initial conditions, Philos. Trans. Roy. Soc. London Ser. A 348 (1994), 371-381.
- [15]
- R. C. L. Wolff, Local Lyapunov exponents: Looking closely at chaos, J. Roy. Statist. Soc. Ser. B 54 (1992), 353-357. MR 1160475 (92m:62094)
- [16]
- I. Hanski, P. Turchin, E. Korpimäki, and H. Henttonen, Population oscillations of boreal rodents: Regulation by mustilid predators leads to chaos, Nature 364 (1993), 232-235.
- [17]
- G. Sugihara, B. T. Grenfell, and R. M. May, Distinguishing error from chaos in ecological time series, Philos. Trans. Roy. Soc. London Ser. B 330 (1991), 235-251.
- [18]
- L. F. Olsen and W. M. Scharfer, Chaos versus noisy periodicity: Alternative hypotheses for childhood epidemics, Science 249 (1990), 499-504.
- [19]
- G. Sugihara, Nonlinear forecasting for the classification of natural time series, Philos. Trans. Roy. Soc. London Ser. A 348 (1994), 477-495.
- [20]
- B. Le Baron, Chaos and nonlinear forecastability in finance and economics, Philos. Trans. Roy. Soc. London Ser. A 348 (1994), 397-404. MR 1300159
- [21]
- D. Ruelle, Deterministic chaos: The science and the fiction, Proc. Roy. Soc. London Ser. A 42 (1990), 241-248. MR 1039785 (90m:58140)
- [22]
- A. S. Weigend and N. A. Gershenfeld, Time series prediction: Forecasting the future and understanding the past, Addison-Wesley, Reading, MA, 1993.
- [23]
- H. Tong, A personal overview of nonlinear time series analysis from a chaos perspective, Scand. J. Statist. (1995) (to appear). MR 1363222 (97d:62210)
- [24]
- A. M. Hastings, C. L. Horn, S. Ellner, P. Turchin, and H. C. J. Godfray, Chaos in ecology: Is Mother Nature a strange attractor?, Ann. Rev. Ecol. Syst. 24 (1993), 1-33.
- [25]
- M. Casdagli, Chaos and deterministic versus stochastic nonlinear modelling, J. Roy. Statist. Soc. Ser. B 54 (1992), 303-328. MR 1160473 (92m:62090)
- [26]
- G. Sugihara and R. M. May, Nonlinear forecasting as a way of distinguishing chaos from measurement error in time series, Nature 344 (1990), 734-741.
- [27]
- J. D. Farmer and J. J. Sidorowich, Exploiting chaos to predict the future and reduce noise, Evolution, Learning and Cognition (Y. C. Lee, ed.), World Scientific Press, New York, 1989, pp. 277-304. MR 1036562
- [28]
- F. Takens, Detecting strange attractors in turbulence, Lecture Notes in Math. 898 (1981), 366-381. MR 654900 (83i:58065)
- [29]
- P. Grassberger and I. Procaccia, Measuring the strangeness of strange attactors, Phys. D 9 (1983), 189-208. MR 732572 (85i:58071)
- [30]
- B. T. Grenfell, A. Kleczkowski, S. P. Ellner, and B. M. Bolker, Measles as a case study in nonlinear forecasting and chaos, Philos. Trans. Roy. Soc. London Ser. A 348 (1994), 515-530.
- [31]
- J. D. Murray, Mathematical biology, Springer-Verlag, Berlin and New York, 1989. MR 1007836 (90g:92001)
- [32]
- M. P. Hassell, The dynamics of arthropod predator-prey associations, Princeton Univ. Press, Princeton, NJ, 1978. MR 508052 (80d:92026)
- [33]
- A. J. Nicholson and V. A. Bailey, The balance of animal populations. Part I, Proc. Zoolog. Soc. London 1 (1935), 551-598.
- [34]
- M. P. Hassell and R. M. May, Stability in insect host-parasite models, J. Animal Ecol. 42 (1973), 693-726.
- [35]
- S. W. Pacala, M. P. Hassell, and R. M. May, Host-parasitoid associations in patchy environments, Nature 344 (1990), 150-153.
- [36]
- M. P. Hassell, R. M. May, S. W. Pacala, and P. L. Chesson, The persistence of host-parasitoid associations in patchy environments, Amer. Natur. 138 (1991), 568-583.
- [37]
- M. P. Hassell, H. N. Comins, and R. M. May, Spatial structure and chaos in insect population dynamics, Nature 353 (1991), 255-258.
- [38]
- H. N. Comins, M. P. Hassell, and R. M. May, The spatial dynamics of host-parasitoid systems, J. Animal Ecol. 61 (1992), 735-748.
- [39]
- R. V. Solè and J. Valls, Spiral waves, chaos and multiple attractors in lattice models of interacting populations, Phys. Lett. A 166 (1992), 123-128.
- [40]
- M. P. Hassell, H. N. Comins, and R. M. May, Species coexistence and self-organizing spatial dynamics, Nature 370 (1994), 290-292.
- [41]
- D. A. Rand, Measuring and characterizing spatial patterns, dynamics and chaos in spatially extended dynamical systems and ecologies, Philos. Trans. Roy. Soc. London Ser. A 348 (1994), 497-514.
- [42]
- R. Axelrod, The evolution of cooperation, Basic Books, New York, 1984.
- [43]
- R. Axelrod and W. D. Hamilton, The evolution of cooperation, Science 211 (1981), 1390-1396. MR 686747 (84f:92030)
- [44]
- M. A. Nowak and K. Sigmund, Tit for tat in heterogeneous populations, Nature 355 (1992), 250-253.
- [45]
- -, Chaos and the evolution of cooperation, Proc. Nat. Acad. Sci. U.S.A. 90 (1993), 5091-5094.
- [46]
- R. M. May, More evolution of cooperation, Nature 327 (1987), 15-17.
- [47]
- M. A. Nowak and R. M. May, Evolutionary games and spatial chaos, Nature 359 (1992), 826-829.
- [48]
- -, The spatial dilemmas of evolution, Internat. J. Bifur. Chaos 3 (1993), 35-78. MR 1218718 (94c:92014)
- [49]
- M. A. Nowak, S. Bonhoeffer, and R. M. May, More spatial games, Internat. J. Bifur. Chaos 4 (1994), 33-56. MR 1276803 (95a:90213)
- [50]
- -, Spatial games and the maintenance of cooperation, Proc. Nat. Acad. Sci. U.S.A. 91 (1994), 4877-4881.
- [51]
- A. V. M. Herz, Collective phenomena in spatially extended evolutionary games, J. Theoret. Biol. 169 (1994), 65-87.
- [52]
- B. A. Huberman and N. S. Glance, Evolutionary games and computer simulations, Proc. Nat. Acad. Sci. U.S.A. 90 (1993), 7712-7715.
- [53]
- J. Maynard Smith, Evolution and the theory of games, Cambridge Univ. Press, Cambridge, 1982.
- [54]
- T. Stoppard, Arcadia, Faber and Faber, London, 1993.
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Additional Information
DOI:
http://dx.doi.org/10.1090/S0273-0979-1995-00598-7
PII:
S 0273-0979(1995)00598-7
Article copyright:
© Copyright 1995 American Mathematical Society
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