Optimizing locations of decoys for protecting surface-based radar against anti-radiation missile with multi-objective ranking and selection

Ville Mattila, Kai Virtanen, Lasse Muttilainen, Juha Jylhä, Ville Vaisanen

Tutkimustuotos: Artikkeli kirjassa/konferenssijulkaisussaConference contributionScientificvertaisarvioitu

Abstrakti

This paper considers the decoy location problem, i.e., the problem of determining optimal locations for decoys that protect a surface-based radar against an anti-radiation missile. The objectives of the problem are to simultaneously maximize distances between the missile's detonation point and the radar as well as the decoys. The problem is solved using a stochastic simulation model providing the distances as well as a ranking and selection procedure called MOCBA-p. In the procedure, location combinations are evaluated through a multi-attribute utility function with incomplete preference information regarding weights related to the objectives. In addition, multi-objective computing budget allocation is used for allocating simulation replications such that the best combinations are selected correctly with high confidence. Numerical experiments presented in the paper illustrate the suitability of MOCBA-p for solving the decoy location problem. It provides computational advantages over an alternative procedure while also enabling ease of determining the weights.

AlkuperäiskieliEnglanti
OtsikkoProceedings of the 2014 Winter Simulation Conference, WSC 2014
ToimittajatAndreas Tolk, Levent Yilmaz, Saikou Y. Diallo, Ilya O. Ryzhov
KustantajaIEEE
Sivut2319-2330
Sivumäärä12
ISBN (elektroninen)9781479974863
DOI - pysyväislinkit
TilaJulkaistu - 23 tammikuuta 2015
OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisuussa
TapahtumaWinter Simulation Conference - Savannah, Yhdysvallat
Kesto: 7 joulukuuta 201410 joulukuuta 2014

Julkaisusarja

NimiProceedings - Winter Simulation Conference
Vuosikerta2015-January
ISSN (painettu)0891-7736

Conference

ConferenceWinter Simulation Conference
LyhennettäWSC
Maa/AlueYhdysvallat
KaupunkiSavannah
Ajanjakso07/12/201410/12/2014

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