UDC 007:681.512.2
RESEARCH ON INTELLECTUAL PROBLEM SOLVERS USING ALGORITHMIC ALGEBRAIC SYSTEMS
I. Yu. Kashirin, Doctor in Technical Sciences, Professor, Department of computing and applied mathematics, Ryazan State Engineering University, Ryazan, Russia;
orcid.org/0000-0003-1694-7410, e-mail: This email address is being protected from spambots. You need JavaScript enabled to view it.
The original technology of using algorithmic algebras for the research and computer-aided design of solvers of multivariate artificial intelligence problems is considered. A family of algebraic systems is con structively defined allowing us to adequately describe the processes of searching alternative problem solving plans. The technology in question uses heuristic programming and graph theory methods. The possibility of effective application of universal algorithmic algebra expressions for automated analysis and synthesis of variant trees and networks of transitions is shown. The properties of algebraic operations of element compo sition from a set of solution plans in order to obtain compact solution schemes for complex heuristic prob lems are considered. Using the example of planning the actions of autonomous unmanned aerial vehicle, we consider the ways to obtain movement tracing, regular and optimized irregular algebraic expressions that allow us to design decision plans corresponding to these expressions. An algorithm for constructing a regular displace ment network convenient for its representation by algebraic expression is given. The results of the study will be useful in the tasks of finding solution plans in intelligent solvers of com plex problems using subtasks of different classes. The aim of the work as a scientific article is to present to specialists in the field of artificial intelligence the original technology of computer-aided design of effective intelligent problem solvers using a family of algorithmic algebras
Key words: : Algebraic systems, heuristic programming, variant trees, decision plans, intelligent solvers, regular displacement patterns, computer-aided design