Ecological applications of genetic algorithms

Ecological Informatics: Scope, Techniques and Applications

Volumn , Issue , 2006, Pages 69-83

  Morrall, D ^a  

^a PROCTER AND GAMBLE COMPANY   (United States)

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[No Author keywords available]

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EID: 84886087465     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1007/3-540-28426-5_4     Document Type: Chapter

References (54)

1. Borman FH, Likens GE (1979) Pattern and process in a forested ecosystem. SpringerVerlag, New York
2. Bouskila A, Robinson ME, Roitberg BD, Tenhumberg B (1998) Life-history decisions under predation risk: importance of game perspective. Evolutionary Ecology, 12: 701-715
3. Carnahan BJ, Redfern MS, Norman B (2000) Designing safe job rotation schedules using optimization and heuristic search. Ergonomics, 43: 543-560
4. Cedeno W, Vemuri VR (1999) Analysis of speciation and niching in the multi-niche crowding GA. Theoretical Computer Science, 229: 177-197
5. D'Angelo DJ, Howard LM, Meyer JL, Gregory SV, Ashkenas LR (1995) Ecological uses for genetic algorithms: predicting fish distributions in complex physical habitats. Can. J. Fish. Aquat. Sci., 52: 1893-1908
6. Deneubourg JL, Aron S, Goss S, Pasteels JM, Deurinck G (1986) Random behavior, amplification processes and number of participants: How they contribute to the foraging properties of ants. In D. Farmer, A. Lapedes, N. Packard, and B. Wendroff (editors), Evolution, games, and Learning. North-Holland
7. Deneubourg JL, Goss S, Franks N, Sendova-Franks A, Detrain C, Chretien L (1991) The dynamics of collective sorting robot-like ants and ant-like robots. In: J. Meyer and S. Wilson (editors), From Animals to Aniats: Proceedings of the First International Conference on Simulation of Adaptive Behavior. MIT Press
8. Downing K (1998) Using evolutionary computational techniques in environmental Modelling. Environmental Modelling and Software, 13: 519-528
9. Downing K, Zvirinsky P (1999) The simulated evolution of biochemical guilds: reconciling Gaia theory and natural selection. Artificial Life, 5: 291-318
10. Fielding AH (1999) Machine learning methods for ecological applications. Kluwer Academic Publishers, Boston, Massachusetts, 261 pp
11. Fishman MB, Barr DS (1991) A hybrid system for market timing. Artificial Intelligence, August, 26-34
12. nd Int. Conf., State-of-the-Art of Ecological Modelling, 18-24 April 1980, Liege, Belgium. P. 720
13. Fraser AS (1960) Simulation of genetic systems by automatic digital computers. 5-linkage, dominance, and epistatis. In: O. Kempthorne (editor), Biometrical genetics, Macmillan, New York, pp. 70-83
14. Fraser AS (1962) Simulation of genetic systems. Journal of Theoretical Biology, 2: 329-346
15. Giske J, Huse G, Fiksen O (1998) Modelling spatial dynamics in fish. Reviews in Fish Biology and Fisheries, 8: 57-91
16. Goldberg DE (1989) Genetic algorithms in search, optimization and machine learning. Addison-Wesley, Reading, Massachusetts, 412 pp
17. Green DP, Smith SF (1987) A genetic system for learning models of consumer choice. In: J.J. Grefenstette (editor), Genetic algorithms and their applications: Proceedings of the second annual conference on Genetic algorithms. Lawrence Erlbaum Associates Publishers, Hillsdale, New Jersey
18. Hibbert DB (1993) Generation and display of chemical structures by genetic algorithms. Chemometrics and Intelligent Laboratory Systems, 20: 35-43
19. Hirsch R, Mueller-Goymann CC (1995) Fitting of diffusion coefficients in a three-compartment sustained release drug formulation using a genetic algorithm. International journal of pharmaceutics, 120: 229-234
20. Holland JH (1975) Adaptation in natural and artificial systems. Ann Arbor, The University of Michigan Press
21. Holland JH (1995) Hidden Order: How adaptation builds complexity. Addison-Wesley, Reading, 185 p
22. Hraber PT, Jones T, Forrest S (1997) The Ecology of Echo. Artificial Life, 3: 165-190
23. Janssen M. (1998) Use of complex adaptive systems for modeling global change. Ecosystems, 1: 457-463
24. Jeffers JNR (1999) Genetic Algorithms I. In A. H. Fielding (editor) Machine Learning Methods for Ecological Applications. Kluwer Academic Press, Massachusetts, 261pp
25. Jorgensen SE (1999) State-of-the-art of ecological Modelling with emphasis on development of structural dynamic models. Ecological Modelling, 120: 75-96
26. Koza JR (1992) Genetic Programming. Massachusetts Institute of Technology, Cambridge, Massachusetts 810 pp
27. Kvasnicka V, Pospichal J (1999) An emergence of coordinated communication in populations of agents. Artificial Life, 5: 319-342
28. Lavine BK, Moores AJ, Mayfield H, Farugue A (1999) Genetic algorithms applied to pattern recognition analysis of high-speed gas chromatograms of aviation turbine fuels using an integrated Jet-A/JP-8 database. Microchemical Journal, 61: 69-78
29. Lloyd GER (1968) Aristotle, The growth and structure of his thoughts. Cambridge University Press, Cambridge, Massachusetts
30. Lotka AJ (1925) Elements of Physical Biology, Williams & Williams, Baltimore
31. Volterra V (1926) Variazione e fluttazioni de numero d'individiu in specie animali conviventi. Translated in R.N. Chapman, 1931, Animal Ecology, McGraw-Hill, New York
32. Lovelock J, Margulis L (1974) Atmospheric homeostatis by and for the biosphere: The Gaia hypothesis. Tellus, 26: 2-10
33. Ludvigsen L, Albrechtsen JJ, Holst H, Christsen TH (1997) Correlating phospholipid fatty acids (PLFA) in a landfill leachate polluted aquifer with biogeochemical facors by multivariate statistical methods. FEMS Microbiology Review, 20: 447-460
34. Mahinthakumar G, Gwo JP, Moline GR, Webb OF (1999) Subsurface biological activity zone detection using genetic search algorithms. J. Env. Engr.-ASCE, 125: 1103-1112
35. Maier HR, Dandy GC, Burch MD (1998) Use of artificial neural networks for modelling cyanobacteria Anabaena spp. in the River Murray, South Austrailia. Ecol. Modelling, 105: 257-272
36. Morrall DD, Billenstein M, Miagkikh V, KariKari A (in prep.) A hybrid k-means GP for predicting the toxicity of chemicals to aquatic organisms
37. Odum HT (1957) Trophic structure and productivity of Silver Springs, Florida, Ecol. Monogr., 27: 55-112
38. Park LJ, Park CH, Park C, Lee T (1997) Application of genetic algorithsm to parameter estimation of bioprocesses. Medical and biological engineering and computing, 35: 47-49
39. Patel S, Scott IP, Bhakoo M, Elliott P (1998) Patenting computer-designed peptides. Journal of Computer-Aided Molecular Design, 12:543-556
40. Pattichis CS, Schizas CN (1996) Genetics-based machine learning for the assessment of certain neuromuscular disorders. IEEE Transactions on Neural Networks, 7: 427-439
41. Rauch W, Harremoes P (1999) Genetic algorithms in real time control applied to minimize transient pollution from urban wastewater systems. Wat. Res., 33, 1265-1277
42. Reuter H, Breckling B (1999) Emerging properties on the individual level: Modelling the reproduction phase of the European robin. Ecol. Modelling, 121:199-219
43. Reynolds JH, Ford ED (1999) Multi-criteria assessment of ecological process models. Ecology, 80: 538-553
44. Roughgarden J (1992) Anolis lizards of the Caribbean: ecology, evolution, and plate tectonics. Oxford University Press
45. Savic DA, Walters GA (1997) Genetic algorithms for least-cost design of water distribution networks. Journal of water resources planning and management, March/April 67-77
46. Smith RE, Dike BA, Mehra RK, Ravishandran B, El-Fallah A (2000) Classifier systems in combat: two-sided learning of maneuvers for advanced fighter aircraft. Computer methods in applied mathematics and engineering, 186: 421-437
47. Song YH, Wang GS, Wang PY, Johns AT (1997) Environmental/economic dispatch using fuzzy logic control genetic algorithms. EII Proc.-Gener. Transm. Distrib., 144: 377-392
48. Srinivasan D, Cheu RL, Poh YP, Ng AKC (2000) Development of an intelligent technique for traffic network incident detection. Engineering applications of artificial intelligence, 13: 311-322
49. Stockwell DRB (1999) Genetic Algorithsm I. In A. H. Fielding (editor) Machine Learning Methods for Ecological Applications. Kluwer Academic Press, Massachusetts, 261pp
50. Su CT, Lii GR (1999) Reliability planning employing genetic algorithms for an electrical power system. Applied artificial intelligence, 13: 763-776
51. Tomassini M (in press) A survey of genetic algorithms. Annual Reviews of Computational Physics, World Scientific, Volume III
52. Venkatasubramanian V, Chan K, Caruthers JM (1995) Evolutionary design of molecules with desired properties using the genetic algorithm. J. Chem. Inf. Comput. Sci,. 35: 188-195
53. 1-dehydrogenase activity. J. Chem. Tech. Biotechnol, 64: 386-392
54. Whigham P, Recknagel FA (2001) Predicting chlorophyll-a in freshwater lakes by hybridising process-based models and genetic algorithms. Ecological Modelling 246,1-3,243-252