V. N. Vagin, K. Yu. Khotimchuk, “Abduction in problems of job planning in complex objects”, Artificial Intelligence and Decision Making, 2011, Issue 1,Pages <nobr>3

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Data mining

Abduction in problems of job planning in complex objects

V. N. Vagin, K. Yu. Khotimchuk

National Research University "Moscow Power Engineering Institute"

Abstract: The description of assumption-based truth maintenance systems (ATMS) and basic concepts for dealing with ATMS are given. The abductive inference algorithm AAA is developed. The heuristic method for that algorithm is proposed The results of experiments held for an example of designing schedules for energy storage plants have confirmed the efficiency of the Assumption-based Truth Maintenance Systembased Abduction Algorithm.

Keywords: abduction, intelligent systems, decision making, assumption-based truth maintenance systems, minimal abductive explanation.