4.7 Article

Actionable strategies in three-way decisions

Journal

KNOWLEDGE-BASED SYSTEMS
Volume 133, Issue -, Pages 141-155

Publisher

ELSEVIER SCIENCE BV
DOI: 10.1016/j.knosys.2017.07.001

Keywords

Three-way decision; Actionable strategy; Actionable rule; Action; Maximum benefit; Minimum cost

Funding

  1. Discovery Grant (NSERC, Canada)
  2. Mitacs
  3. John Spencer Middleton and Jack Spencer Gordon Middleton Scholarship
  4. Gerhard Herzberg Fellowship
  5. Sampson J. Goodfellow Scholarship

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This paper introduces actionable strategies to the trisecting-and-acting three-way decision model. We present four change-based actionable models according to action benefit and action cost. Two of the four models provide the bounds of the cost and benefit and the other two models quantify the maximum benefit under limited cost and the minimum cost for a desired benefit, respectively. We design and analyze algorithms for these models. Finally, we report experimental results to support the proposed models. (C) 2017 Elsevier B.V. All rights reserved.

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