Simulation-based comparison of doctrinal and boundary-consistent placement in finite linear hazard fields

This study compares a doctrinal placement rule and a new boundary-consistent placement rule for anti-vehicle effectors in a one-dimensional finite linear hazard field. Using Monte Carlo simulation, the comparison is performed in terms of hit probability during perpendicular vehicle traversal and per-effector efficiency across 36 combinations of field length and inter-effector spacing. In Model 1, effectors are placed according to the doctrinal rule with a fixed initial offset and a doctrinally defined effector count. In Model 2, placement is restricted to an admissible interior interval, and the row phase is adjusted by a constrained shift rule that preserves regular spacing while accounting for finite-length geometry. The simulations show that Model 2 outperformed Model 1 in all tested configurations, producing higher hit probability and higher per-effector efficiency throughout the full parameter grid, with the strongest gains observed for shorter rows. In addition, Model 2 yielded a highly stable per-effector efficiency profile for a given field length, whereas the doctrinal model generally became less efficient as spacing increased. These results indicate that the explicit treatment of finite-length boundary conditions is an important modelling factor in the effectiveness and efficiency of finite linear hazard field design under the adopted assumptions.

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Publication Details

Journal
The Journal of Defense Modeling and Simulation Applications Methodology Technology
Published
2026-11-02
DOI
https://doi.org/10.1177/15485129261500846
Primary Topic
Military Defense Systems Analysis
Type
article
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article

Simulation-based comparison of doctrinal and boundary-consistent placement in finite linear hazard fields

Tibor Palasiewicz, Michal Bilina, Pavel Žižka
The Journal of Defense Modeling and Simulation Applications Methodology Technology
Military Defense Systems Analysis
article

Simulation-based comparison of doctrinal and boundary-consistent placement in finite linear hazard fields

Tibor Palasiewicz, Michal Bilina, Pavel Žižka
article en

Abstract

This study compares a doctrinal placement rule and a new boundary-consistent placement rule for anti-vehicle effectors in a one-dimensional finite linear hazard field. Using Monte Carlo simulation, the comparison is performed in terms of hit probability during perpendicular vehicle traversal and per-effector efficiency across 36 combinations of field length and inter-effector spacing. In Model 1, effectors are placed according to the doctrinal rule with a fixed initial offset and a doctrinally defined effector count. In Model 2, placement is restricted to an admissible interior interval, and the row phase is adjusted by a constrained shift rule that preserves regular spacing while accounting for finite-length geometry. The simulations show that Model 2 outperformed Model 1 in all tested configurations, producing higher hit probability and higher per-effector efficiency throughout the full parameter grid, with the strongest gains observed for shorter rows. In addition, Model 2 yielded a highly stable per-effector efficiency profile for a given field length, whereas the doctrinal model generally became less efficient as spacing increased. These results indicate that the explicit treatment of finite-length boundary conditions is an important modelling factor in the effectiveness and efficiency of finite linear hazard field design under the adopted assumptions.

The Journal of Defense Modeling and Simulation Applications Methodology Technology
University of Defence (RS), University of Defence (CZ)
Openalex Percentile: Top 20%
Military Defense Systems Analysis
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