AI-based integrated scheduling of production and transportation operations within military supply chains

Dmitry Tsadikovich; Eugene Levner; Hanan Tell

doi:10.1007/978-3-642-16761-4_19

AI-based integrated scheduling of production and transportation operations within military supply chains

Dmitry Tsadikovich, Eugene Levner, Hanan Tell

Bar-Ilan University

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

1 Scopus citations

Abstract

Maintaining the military weapon systems requires that spare parts of military equipment are available where and when they are needed. We focus on integrated demand-responsive scheduling of operations within two-echelon military supply chains consisting of production and transportation operations. Integration across these operations is achieved by introducing an additional intermediary module into the mathematical model which is solved by a new two-level artificial-intelligence (AI)-based algorithm. In order to carry out this task we introduce and analyze two performance measures: time of response and military effectiveness. A new solution method based on integer programming techniques in combination with AI-based heuristic search is derived. The discrete-event simulation tool - ARENA 11.0, is used to implement the integrated scheduling method.

Original language	English
Title of host publication	Advances in Artificial Intelligence - 9th Mexican International Conference on Artificial Intelligence, MICAI 2010, Proceedings
Pages	209-220
Number of pages	12
Edition	PART 1
DOIs	https://doi.org/10.1007/978-3-642-16761-4_19
State	Published - 2010
Event	9th Mexican International Conference on Artificial Intelligence, MICAI 2010 - Pachuca, Mexico Duration: 8 Nov 2010 → 13 Nov 2010

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Number	PART 1
Volume	6437 LNAI
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	9th Mexican International Conference on Artificial Intelligence, MICAI 2010
Country/Territory	Mexico
City	Pachuca
Period	8/11/10 → 13/11/10

Keywords

AI-based heuristic search
Planning and scheduling
military supply chain
simulation
supply chain management

Access to Document

10.1007/978-3-642-16761-4_19

Cite this

Tsadikovich, D., Levner, E., & Tell, H. (2010). AI-based integrated scheduling of production and transportation operations within military supply chains. In Advances in Artificial Intelligence - 9th Mexican International Conference on Artificial Intelligence, MICAI 2010, Proceedings (PART 1 ed., pp. 209-220). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6437 LNAI, No. PART 1). https://doi.org/10.1007/978-3-642-16761-4_19

Tsadikovich, Dmitry ; Levner, Eugene ; Tell, Hanan. / AI-based integrated scheduling of production and transportation operations within military supply chains. Advances in Artificial Intelligence - 9th Mexican International Conference on Artificial Intelligence, MICAI 2010, Proceedings. PART 1. ed. 2010. pp. 209-220 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); PART 1).

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Tsadikovich, D, Levner, E & Tell, H 2010, AI-based integrated scheduling of production and transportation operations within military supply chains. in Advances in Artificial Intelligence - 9th Mexican International Conference on Artificial Intelligence, MICAI 2010, Proceedings. PART 1 edn, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), no. PART 1, vol. 6437 LNAI, pp. 209-220, 9th Mexican International Conference on Artificial Intelligence, MICAI 2010, Pachuca, Mexico, 8/11/10. https://doi.org/10.1007/978-3-642-16761-4_19

AI-based integrated scheduling of production and transportation operations within military supply chains. / Tsadikovich, Dmitry; Levner, Eugene; Tell, Hanan.
Advances in Artificial Intelligence - 9th Mexican International Conference on Artificial Intelligence, MICAI 2010, Proceedings. PART 1. ed. 2010. p. 209-220 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6437 LNAI, No. PART 1).

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

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Tsadikovich D, Levner E, Tell H. AI-based integrated scheduling of production and transportation operations within military supply chains. In Advances in Artificial Intelligence - 9th Mexican International Conference on Artificial Intelligence, MICAI 2010, Proceedings. PART 1 ed. 2010. p. 209-220. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); PART 1). doi: 10.1007/978-3-642-16761-4_19

AI-based integrated scheduling of production and transportation operations within military supply chains

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