$\hbox{MAWA}^{\ast}$ —A Memory-Bounded Anytime Heuristic-Search Algorithm
Autor: | Satya Gautam Vadlamudi, Partha Chakrabarti, Sandip Aine |
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Rok vydání: | 2011 |
Předmět: |
Theoretical computer science
Computer science Heuristic Window (computing) General Medicine Data structure Travelling salesman problem Computer Science Applications Human-Computer Interaction Tree (data structure) Memory management Control and Systems Engineering Bounded function Algorithm design Electrical and Electronic Engineering Software Information Systems |
Zdroj: | IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics). 41:725-735 |
ISSN: | 1941-0492 1083-4419 |
DOI: | 10.1109/tsmcb.2010.2089619 |
Popis: | This paper presents a heuristic-search algorithm called Memory-bounded Anytime Window A*(MAWA*), which is complete, anytime, and memory bounded. MAWA* uses the window-bounded anytime-search methodology of AWA* as the basic framework and combines it with the memory-bounded A* -like approach to handle restricted memory situations. Simple and efficient versions of MAWA* targeted for tree search have also been presented. Experimental results of the sliding-tile puzzle problem and the traveling-salesman problem show the significant advantages of the proposed algorithm over existing methods. |
Databáze: | OpenAIRE |
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