IDEAS home Printed from https://ideas.repec.org/p/ags/uvicwp/37015.html
   My bibliography  Save this paper

Dynamic Programming and Learning Models for Management of a Nonnative Species

Author

Listed:
  • Eiswerth, Mark E.
  • van Kooten, G. Cornelis
  • Lines, Jeff M.
  • Eagle, Alison J.

Abstract

Nonnative invasive species result in sizeable economic damages and expensive control costs. Because dynamic optimization models break down if controls depend in complex ways on past controls, non-uniform or scale-dependent spatial attributes, etc., decision support systems that allow learning may be preferred. We compare three models of an invasive weed in California’s grazing lands: (1) a stochastic dynamic programming model, (2) a reinforcement-based, experience-weighted attraction (EWA) learning model, and (3) an EWA model that also includes stochastic forage growth and penalties for repeated application of environmentally harmful control techniques. Results indicate that EWA learning models may be appropriate for invasive species management.

Suggested Citation

  • Eiswerth, Mark E. & van Kooten, G. Cornelis & Lines, Jeff M. & Eagle, Alison J., 2005. "Dynamic Programming and Learning Models for Management of a Nonnative Species," Working Papers 37015, University of Victoria, Resource Economics and Policy.
    • Handle: RePEc:ags:uvicwp:37015
    DOI: 10.22004/ag.econ.37015
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/37015/files/WorkingPaper2005-07.pdf
    Download Restriction: no
    File URL: https://libkey.io/10.22004/ag.econ.37015?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Mark E. Eiswerth & G. Cornelis van Kooten, 2002. "Uncertainty, Economics, and the Spread of an Invasive Plant Species," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 84(5), pages 1317-1322.
    2. Oscar R. Burt & John R. Allison, 1963. "Farm Management Decisions With Dynamic Programming," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 45(1), pages 121-136.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Kimberly Burnett & Sittidaj Pongkijvorasin & James Roumasset, 2012. "Species Invasion as Catastrophe: The Case of the Brown Tree Snake," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 51(2), pages 241-254, February.
    2. Morteza Chalak & David J. Pannell, 2015. "Optimal Integrated Strategies to Control an Invasive Weed," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 63(3), pages 381-407, September.
    3. Haider, Zulqarnain & Charkhgard, Hadi & Kwon, Changhyun, 2018. "A robust optimization approach for solving problems in conservation planning," Ecological Modelling, Elsevier, vol. 368(C), pages 288-297.
    4. James Nolan & Dawn Parker & G. Cornelis Van Kooten & Thomas Berger, 2009. "An Overview of Computational Modeling in Agricultural and Resource Economics," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 57(4), pages 417-429, December.
    5. Carrasco, L.R. & Mumford, J.D. & MacLeod, A. & Knight, J.D. & Baker, R.H.A., 2010. "Comprehensive bioeconomic modelling of multiple harmful non-indigenous species," Ecological Economics, Elsevier, vol. 69(6), pages 1303-1312, April.
    6. Eiswerth, Mark E. & Yen, Steven T. & van Kooten, G. Cornelis, 2011. "Factors determining awareness and knowledge of aquatic invasive species," Ecological Economics, Elsevier, vol. 70(9), pages 1672-1679, July.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Timothy J. Lowe & Paul V. Preckel, 2004. "Decision Technologies for Agribusiness Problems: A Brief Review of Selected Literature and a Call for Research," Manufacturing & Service Operations Management, INFORMS, vol. 6(3), pages 201-208.
    2. Trapp, James N., 1989. "The Dawning Of The Age Of Dynamic Theory: Its Implications For Agricultural Economics Research And Teaching," Southern Journal of Agricultural Economics, Southern Agricultural Economics Association, vol. 21(1), pages 1-11, July.
    3. Burnett, Kimberly & Kaiser, Brooks & Pitafi, Basharat A. & Roumasset, James, 2006. "Prevention, Eradication, and Containment of Invasive Species: Illustrations from Hawaii," Agricultural and Resource Economics Review, Cambridge University Press, vol. 35(1), pages 63-77, April.
    4. Thang, Tran Cong & Burton, Michael P. & Brennan, Donna C., 2009. "Optimal replanting and cutting rule for coffee farmers in Vietnam," 2009 Conference (53rd), February 11-13, 2009, Cairns, Australia 47638, Australian Agricultural and Resource Economics Society.
    5. McDermott, Shana M. & Finnoff, David C. & Shogren, Jason F. & Kennedy, Chris J., 2021. "When does natural science uncertainty translate into economic uncertainty?," Ecological Economics, Elsevier, vol. 184(C).
    6. Ranjan, Ram & Evans, Edward A., 2007. "Private Responses to Public Incentives for Invasive Species Management," Farm and Business - The Journal of the Caribbean Agro-Economic Society, Caribbean Agro-Economic Society, vol. 7(1), pages 1-24.
    7. Ranjan, Ram, 2005. "Environmental Restoration of Invaded Ecosystems: How Much Versus How Often?," Working Papers 15661, University of Florida, International Agricultural Trade and Policy Center.
    8. Matta, Jagannadha R. & Alavalapati, Janaki R.R. & Stainback, George A., 2009. "Effect of conserving habitat for biodiversity on optimal management of non-industrial private forests in Florida," Journal of Forest Economics, Elsevier, vol. 15(4), pages 223-235, December.
    9. Batabyal, Amitrajeet A. & Beladi, Hamid, 2006. "International trade and biological invasions: A queuing theoretic analysis of the prevention problem," European Journal of Operational Research, Elsevier, vol. 170(3), pages 758-770, May.
    10. Howitt, Richard E. & Reynaud, Arnaud & Msangi, Siwa & Knapp, Keith C., 2002. "Calibrated Stochastic Dynamic Models for Resource Management," 2002 Annual meeting, July 28-31, Long Beach, CA 19620, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    11. Lee, Donna J. & Adams, Damian C. & Kim, C.S., 2009. "Managing invasive plants on public conservation forestlands: Application of a bio-economic model," Forest Policy and Economics, Elsevier, vol. 11(4), pages 237-243, July.
    12. Kim Meyer Hall & Heidi J. Albers & Majid Alkaee Taleghan & Thomas G. Dietterich, 2018. "Optimal Spatial-Dynamic Management of Stochastic Species Invasions," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 70(2), pages 403-427, June.
    13. Kobayashi, Mimako & Harris, Thomas R. & Rollins, Kimberly S., 2009. "Invasive Weeds, Wildfire, and Rancher Decision Making in the Great Basin," 2009 Annual Meeting, July 26-28, 2009, Milwaukee, Wisconsin 49365, Agricultural and Applied Economics Association.
    14. Finnoff, David & Potapov, Alexei & Lewis, Mark A., 2010. "Control and the management of a spreading invader," Resource and Energy Economics, Elsevier, vol. 32(4), pages 534-550, November.
    15. Sims, Charles & Finnoff, David, 2013. "When is a “wait and see” approach to invasive species justified?," Resource and Energy Economics, Elsevier, vol. 35(3), pages 235-255.
    16. Alison Eagle & Mark Eiswerth & Wayne Johnson & Steve Schoenig & G. Cornelis van Kooten, 2006. "Economic Impacts of Yellow Starthistle on California Ranchers," Working Papers 2006-01, University of Victoria, Department of Economics, Resource Economics and Policy Analysis Research Group.
    17. Sawani, Mustafa A. & Finley, Robert M. & Kliebenstein, James B., 1986. "Impact Of Farm Indebtedness On Farm Income And Survival," 1986 Annual Meeting, July 27-30, Reno, Nevada 278069, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    18. Amit Batabyal & Peter Nijkamp, 2005. "On Container Versus Time Based Inspection Policies in Invasive Species Management," ERSA conference papers ersa05p162, European Regional Science Association.
    19. Lee, Donna J. & Motoki, Michael & Vanderwoude, Casper & Nakamoto, Stuart T. & Leung, PingSun, 2015. "Taking the sting out of Little Fire Ant in Hawaii," Ecological Economics, Elsevier, vol. 111(C), pages 100-110.
    20. Moffitt, L. Joe & Osteen, Craig D., 2006. "Prioritizing Invasive Species Threats Under Uncertainty," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 35(1), pages 1-11, April.

    More about this item

    Keywords

    Environmental Economics and Policy;

    JEL classification:

    • C73 - Mathematical and Quantitative Methods - - Game Theory and Bargaining Theory - - - Stochastic and Dynamic Games; Evolutionary Games
    • Q57 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Ecological Economics

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ags:uvicwp:37015. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: AgEcon Search (email available below). General contact details of provider: http://web.uvic.ca/econ/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.