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Dynamic resource allocation in conservation planning

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, , , , and

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Abstract

Consider the problem of protecting endangered species by selecting patches of land to be used for conservation purposes. Typically, the availability of patches changes over time, and recommendations must be made dynamically. This is a challenging prototypical example of a sequential optimization problem under uncertainty in computational sustainability. Existing techniques do not scale to problems of realistic size. In this paper, we develop an efficient algorithm for adaptively making recommendations for dynamic conservation planning, and prove that it obtains near-optimal performance. We further evaluate our approach on a detailed reserve design case study of conservation planning for three rare species in the Pacific Northwest of the United States. Copyright ?? 2011, Association for the Advancement of Artificial Intelligence. All rights reserved.

Additional Publication Details

Publication type:
Conference Paper
Publication Subtype:
Conference Paper
Title:
Dynamic resource allocation in conservation planning
ISBN:
9781577355090
Volume
2
Year Published:
2011
Language:
English
Larger Work Title:
Proceedings of the National Conference on Artificial Intelligence
First page:
1331
Last page:
1336
Number of Pages:
6
Conference Title:
25th AAAI Conference on Artificial Intelligence and the 23rd Innovative Applications of Artificial Intelligence Conference, AAAI-11 / IAAI-11
Conference Location:
San Francisco, CA
Conference Date:
7 August 2011 through 11 August 2011