DTIC ADA467897: A Heuristic Design Information Sharing Framework For Hard Discrete Optimization Problems - Info and Reading Options
By Defense Technical Information Center
"DTIC ADA467897: A Heuristic Design Information Sharing Framework For Hard Discrete Optimization Problems" and the language of the book is English.
“DTIC ADA467897: A Heuristic Design Information Sharing Framework For Hard Discrete Optimization Problems” Metadata:
- Title: ➤ DTIC ADA467897: A Heuristic Design Information Sharing Framework For Hard Discrete Optimization Problems
- Author: ➤ Defense Technical Information Center
- Language: English
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- Internet Archive ID: DTIC_ADA467897
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"DTIC ADA467897: A Heuristic Design Information Sharing Framework For Hard Discrete Optimization Problems" Description:
The Internet Archive:
This project studied and developed simultaneous generalized hill climbing (SGHC) algorithms as an algorithmic framework for information sharing in discrete optimization problems. This framework has been used to gain new insights into neighborhood structure designs that allow different neighborhood functions to share information when using the same heuristic applied to the same problem. The results reported from this project introduce the SGHC algorithm framework for information sharing across sets of related discrete optimization problems, provide guidelines on how to use and to design neighborhood functions that results in effective performance of local search algorithms, and describe how tabu search can be effectively used to improve the performance of generalized hill climbing algorithms. Extensive computationally results are reported on a large variety of test bed, large-scale, real-world discrete optimization problems. The primary application for this research were a military combat search and rescue problems, where several possible search and rescue strategies must be considered to determine the optimal strategy, and a homeland security aviation security baggage screening problems, where several different baggage screening strategies at a set of airports must be considered to determine the optimal strategy for the entire system. Both these problems are intractable due, in part, to the exponentially large number of possible solutions that exist and must be evaluated to identify those that are optimal.
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"DTIC ADA467897: A Heuristic Design Information Sharing Framework For Hard Discrete Optimization Problems" is available for download from The Internet Archive in "texts" format, the size of the file-s is: 61.90 Mbs, and the file-s went public at Tue Jun 12 2018.
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- Internet Archive Link: Archive.org page
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- Number of Files: 16
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- Added Date: 2018-06-12 22:02:19
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