Patent US 5,146,540

Patent №

US 5,146,540

Granted

Owner

Lab

AI components

3

planning · evo · hardware

Assignment

None on record

Dataset

AIPD

2023_r1 edition

Application

07815634

Apparatus and method for minimizing, in a multiprocessor system, a variance in a search effort along different subtrees of a backtrack search tree employed for solving an instance of a constraint-satisfaction problem. A method includes the steps of (a) estimating an amount of search effort required for different subtrees of the search tree, (b) allocating an appropriate number of processors to each of the different subtrees of the search tree based upon the estimated amount of search effort, the number of processor allocated to each of the subtrees being selected to minimize a variance in search processing time along the different subtrees, and (c) executing the search with the allocated processors in parallel along the different subtrees of the search tree. The step of allocating an appropriate number of processors includes the steps of (a) dividing the search tree into N(<M) subspaces and (b) assigning the M processors to the subspaces in proportion to the estimated effort involved in searching the subspaces.

AI classification

Planning1.00
AI hardware0.94
Evolutionary computation0.85
Machine learning0.44
Knowledge representation0.37
Natural language0.11
Speech0.02
Vision0.00
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