Jul 2026· The Journal of Defence Modeling and Simulation: Applications, Methodology, Technology· 0 citations· 18 references
Abstract
This study proposes a structured decision-support framework for the technical and economic evaluation of 155 mm towed howitzer systems within the context of military capability modernization. The framework integrates four sequential stages: systematic literature mapping to identify candidate evaluation criteria; engineering-based filtering to ensure technical relevance and measurability; stakeholder validation through a survey of 52 domain experts from artillery, engineering, logistics, and maintenance fields; and a quantitative multicriteria evaluation using the TOPSIS method. Robustness was assessed through Monte Carlo simulation with 1,000,000 iterations, complemented by sensitivity analysis. From an initial set of criteria, six measurable attributes derived from technical datasheets were retained and applied to rank three candidate systems (AH4, G5-45, and M777). The results consistently indicate that the M777 achieves the highest relative closeness to the ideal solution, with stable rankings observed across robustness and sensitivity analyses. The proposed framework provides a transparent, reproducible, and adaptable methodology for supporting decision-making in defense acquisition contexts. By integrating literature-based criteria identification, expert validation, and data-driven multicriteria analysis, the approach addresses the complexity of balancing technical performance and economic constraints while remaining applicable to broader military equipment evaluation problems.
Shipyard digital transformation is often framed as an end-state technology program, yet managers must first determine where implementation should begin. This study develops a staged decision-support framework for Tuzla newbuilding shipyards. Fourteen experts screened 15 anonymized candidate yards, and the 5 retained ya...
Oğuz Öztürk, Eda Turan· Applied Sciences· 0 citations
Decision-making in complex environments requires an evaluation framework capable of integrating multiple criteria with different levels of importance and performance. This study proposes Dynamic-ROV, a modified Rank Order Value approach designed to evaluate alternatives through data-driven criterion weighting and utili...
Erlin Windia Ambarsari, M. Arshad, Gustian Rama Putra et al.· Journal of Decision Support...· 0 citations
Industrial construction projects involve complex interactions among uncertainty, risk, schedule, and cost, motivating the development of advanced analytical and decision-support methodologies. This study systematically reviews methodological approaches to risk assessment and performance management in industrial constru...
Cemil Turan, Maksat Kalybek, Aigul Zhasmukhambetova et al.· Mathematics· 0 citations
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