Bi-criteria optimization problem for decision (inhibitory) trees: Cost versus uncertainty (completeness)

Fawaz Alsolami; Mohammad Azad; Igor Chikalov; Mikhail Moshkov

doi:10.1007/978-3-030-12854-8_9

Bi-criteria optimization problem for decision (inhibitory) trees: Cost versus uncertainty (completeness)

Fawaz Alsolami^*, Mohammad Azad, Igor Chikalov, Mikhail Moshkov

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

Abstract

In this chapter, we study bi-criteria optimization problems cost versus uncertainty for decision trees and cost versus completeness for inhibitory trees, and consider illustrative examples. The created tools allow us to understand complexity versus accuracy trade-off for decision and inhibitory trees and to choose appropriate trees.

Original language	English (US)
Title of host publication	Intelligent Systems Reference Library
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	141-151
Number of pages	11
DOIs	https://doi.org/10.1007/978-3-030-12854-8_9
State	Published - 2020

Publication series

Name	Intelligent Systems Reference Library
Volume	156
ISSN (Print)	1868-4394
ISSN (Electronic)	1868-4408

Bibliographical note

Publisher Copyright:
© 2020, Springer Nature Switzerland AG.

ASJC Scopus subject areas

General Computer Science
Information Systems and Management
Library and Information Sciences

Access to Document

10.1007/978-3-030-12854-8_9

Cite this

Alsolami, F., Azad, M., Chikalov, I., & Moshkov, M. (2020). Bi-criteria optimization problem for decision (inhibitory) trees: Cost versus uncertainty (completeness). In Intelligent Systems Reference Library (pp. 141-151). (Intelligent Systems Reference Library; Vol. 156). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-030-12854-8_9

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abstract = "In this chapter, we study bi-criteria optimization problems cost versus uncertainty for decision trees and cost versus completeness for inhibitory trees, and consider illustrative examples. The created tools allow us to understand complexity versus accuracy trade-off for decision and inhibitory trees and to choose appropriate trees.",

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Bi-criteria optimization problem for decision (inhibitory) trees: Cost versus uncertainty (completeness). / Alsolami, Fawaz; Azad, Mohammad; Chikalov, Igor et al.
Intelligent Systems Reference Library. Springer Science and Business Media Deutschland GmbH, 2020. p. 141-151 (Intelligent Systems Reference Library; Vol. 156).

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

TY - CHAP

T1 - Bi-criteria optimization problem for decision (inhibitory) trees

T2 - Cost versus uncertainty (completeness)

AU - Alsolami, Fawaz

AU - Azad, Mohammad

AU - Chikalov, Igor

AU - Moshkov, Mikhail

PY - 2020

Y1 - 2020

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AB - In this chapter, we study bi-criteria optimization problems cost versus uncertainty for decision trees and cost versus completeness for inhibitory trees, and consider illustrative examples. The created tools allow us to understand complexity versus accuracy trade-off for decision and inhibitory trees and to choose appropriate trees.

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EP - 151

BT - Intelligent Systems Reference Library

PB - Springer Science and Business Media Deutschland GmbH

ER -

Bi-criteria optimization problem for decision (inhibitory) trees: Cost versus uncertainty (completeness)

Abstract

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ASJC Scopus subject areas

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