English, Article edition: A MULTI-OBJECTIVE RISK-BASED FRAMEWORK FOR MISSION CAPABILITY PLANNING LAM T. BUI; MICHAEL BARLOW; HUSSEIN A. ABBASS

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Bookmark: http://trove.nla.gov.au/version/18271
Physical Description
  • article
Language
  • English

Edition details

Title
  • A MULTI-OBJECTIVE RISK-BASED FRAMEWORK FOR MISSION CAPABILITY PLANNING
Author
  • LAM T. BUI
  • MICHAEL BARLOW
  • HUSSEIN A. ABBASS
Physical Description
  • article
Notes
  • In this paper, we propose a risk-based framework for military capability planning. Within this framework, metaheuristic techniques such as Evolutionary Algorithms are used to deal with multi-objectivity of a class of NP-hard resource investment problems, called The Mission Capability Planning Problem, under the presence of risk factors. This problem inherently has at least two conflicting objectives: minimizing the cost of investment in the resources as well as the makespan of the plans. The framework allows the addition of a risk-based objective to the problem in order to support risk assessment during the planning process. In other words, with this framework, a mechanism of progressive risk assessment is introduced to capability planning.We analyze the performance of the proposed framework under both scenarios: with and without risk. In the case of no risk, the purpose is to study several optimization-related aspects of the framework such as convergence, trade-off analysis, and its sensitivity to the algorithm parameters; while the second case is to demonstrate the ability of the framework in supporting risk assessment and also robustness analysis.
  • Risk analysis, military mission, capabilities, planning, evolutionary algorithms, multi-objective
  • RePEc:wsi:nmncxx:v:05:y:2009:i:02:p:459-485
Language
  • English
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