Paper Info
Title
Linguistic Geometry: A Formal Language For Intelligent Control
Abstract
To discover the inner properties of human expert heuristics, which were successful in a certain class of complex control systems, and apply them to different systems, we develop a formal theory, Linguistic Geometry. This research relies on the formalization of search heuristics of highly-skilled human experts. These heuristics allow to introduce a conflict and manage complex system as a two-player opposing pursuit-evasion game. The following decomposition of the complex system into the hierarchy of dynamic subsystems allows to solve otherwise intractable problems by reducing the search. The hierarchy of subsystems is represented as a hierarchy of formal attribute languages. This paper includes a brief survey of the Linguistic Geometry tools that generate high quality solutions and provide a dramatic search reduction in comparison with conventional search algorithms. For certain classes of problems these solutions are provably optimal.
Year
Venue
Field
1997
PROGRESS IN CONNECTIONIST-BASED INFORMATION SYSTEMS, VOLS 1 AND 2
Intelligent control,Formal language,Computer science,Artificial intelligence,Natural language processing,Machine learning,Linguistic geometry
DocType
Citations 
PageRank 
Conference
0
0.34
References 
Authors
0
1
Name
Order
Citations
PageRank
boris stilman18717.77