Computational Scenario-based Capability Planning

Abbass, Hussein, Bender, Axel, Dam, Helen, Baker, Stephen, Whitacre, James M, Sarker, Ruhul

arXiv.org Artificial Intelligence 

Scenarios are pen-pictures of plausible futures, used for strategic planning. The aim of this investigation is to expand the horizon of scenario-based planning through computational models that are able to aid the analyst in the planning process. The investigation builds upon the advances of Information and Communication Technology (ICT) to create a novel, flexible and customizable computational capability-based planning methodology that is practical and theoretically sound. We will show how evolutionary computation, in particular evolutionary multi-objective optimization, can play a central role - both as an optimizer and as a source for innovation.

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