{"id":{"repo_id":"gatech","oai_identifier":"oai:repository.gatech.edu:1853/75297"},"canonical_url":"https://search.dev.ndltd.org/etd/gatech/oai:repository.gatech.edu:1853/75297","repository":{"repo_id":"gatech","name":"Georgia Tech","base_url":"https://repository.gatech.edu/server/oai/request"},"display":{"title":"Unifying Strategic Military Force Design and Operational Warfighting: A Stochastic Game Approach","abstract":"Military strategic investment and operational warfighting are necessarily intertwined, yet it is quite challenging to integrate these two levels analytically. In this thesis, we provide a framework to unify these levels through stochastic games and a force design model. We start with the operational level, where we exploit the structure of military games to construct a tractable representation of the large-scale problem. We develop the campaign stochastic game (CSG), a two-player, discounted, zero-sum stochastic game model for dynamic operational planning in military campaigns. Then, at the strategic level, we use this representation to evaluate force designs directly in the operational contexts where they may be employed in a future global landscape. Together, the thesis represents an original methodology to integrate military strategic and operational decision making.","abstract_html":"Military strategic investment and operational warfighting are necessarily intertwined, yet it is quite challenging to integrate these two levels analytically. In this thesis, we provide a framework to unify these levels through stochastic games and a force design model. We start with the operational level, where we exploit the structure of military games to construct a tractable representation of the large-scale problem. We develop the campaign stochastic game (CSG), a two-player, discounted, zero-sum stochastic game model for dynamic operational planning in military campaigns. Then, at the strategic level, we use this representation to evaluate force designs directly in the operational contexts where they may be employed in a future global landscape. Together, the thesis represents an original methodology to integrate military strategic and operational decision making.","abstract_has_math":false,"creators":["McCarthy, Joseph"],"institution":"Georgia Institute of Technology","degree_name":null,"degree_level":"Doctoral","degree_discipline":null,"degree_department":"Industrial and Systems Engineering","school":null,"contributors":[],"advisors":["Dahan, Mathieu","White, Chelsea C., III"],"committee_chairs":[],"committee_members":["Goldsman, David","Muthukumar, Vidya","Steimle, Lauren","Wade, Brian"],"year":2024,"date_issued":"2024-04-27","date_published":"2024-04-27","updated_at":"2026-07-27T19:49:09Z","subjects":["Military operations","campaign analysis, stochastic game","value iteration","military force design"],"languages":["en_US"],"rights":[],"rights_urls":[],"identifier_entries":[]},"links":{"outbound_url":"https://hdl.handle.net/1853/75297","outbound_label":"Handle","outbound_source":"dc:identifier.uri"},"metadata_groups":[{"id":"people","label":"People","entries":[{"key":"dc:contributor.advisor","label":"Advisor","values":["Dahan, Mathieu","White, Chelsea C., III"]},{"key":"dc:contributor.committeemember","label":"Committee Member","values":["Goldsman, David","Muthukumar, Vidya","Steimle, Lauren","Wade, Brian"]},{"key":"dc:contributor.department","label":"Department","values":["Industrial and Systems Engineering"]},{"key":"dc:creator","label":"Author","values":["McCarthy, Joseph"]}]},{"id":"academic_context","label":"Academic Context","entries":[{"key":"dc:date.accessioned","label":"Dc Date Accessioned","values":["2024-05-23T19:44:00Z"]},{"key":"dc:date.available","label":"Dc Date Available","values":["2024-05-23T19:44:00Z"]},{"key":"dc:date.issued","label":"Date","values":["2024-04-27"]},{"key":"dc:publisher","label":"Institution","values":["Georgia Institute of Technology"]},{"key":"dc:type","label":"Dc Type","values":["Text"]},{"key":"thesis:degree_level","label":"Degree Level","values":["Doctoral"]}]},{"id":"subjects_keywords","label":"Subjects and Keywords","entries":[{"key":"dc:subject","label":"Dc Subject","values":["Military operations","campaign analysis, stochastic game","value iteration","military force design"]}]},{"id":"language_rights","label":"Language and Rights","entries":[{"key":"dc:language.iso","label":"Language (ISO)","values":["en_US"]}]},{"id":"identifiers","label":"Identifiers","entries":[{"key":"dc:identifier.uri","label":"Identifier URI","values":["https://hdl.handle.net/1853/75297"]}]},{"id":"additional","label":"Additional Metadata","entries":[{"key":"dc:description.abstract","label":"Abstract","values":["Military strategic investment and operational warfighting are necessarily intertwined, yet it is quite challenging to integrate these two levels analytically. In this thesis, we provide a framework to unify these levels through stochastic games and a force design model. We start with the operational level, where we exploit the structure of military games to construct a tractable representation of the large-scale problem. We develop the campaign stochastic game (CSG), a two-player, discounted, zero-sum stochastic game model for dynamic operational planning in military campaigns. Then, at the strategic level, we use this representation to evaluate force designs directly in the operational contexts where they may be employed in a future global landscape. Together, the thesis represents an original methodology to integrate military strategic and operational decision making."]},{"key":"dc:description.degree","label":"Dc Description Degree","values":["Ph.D."]},{"key":"dc:format.mimetype","label":"Dc Format Mimetype","values":["application/pdf"]},{"key":"dc:title","label":"Title","values":["Unifying Strategic Military Force Design and Operational Warfighting: A Stochastic Game Approach"]}]}],"canonical_facts":{"dc:contributor.advisor":["Dahan, Mathieu","White, Chelsea C., III"],"dc:contributor.committeemember":["Goldsman, David","Muthukumar, Vidya","Steimle, Lauren","Wade, Brian"],"dc:contributor.department":["Industrial and Systems Engineering"],"dc:creator":["McCarthy, Joseph"],"dc:date.accessioned":["2024-05-23T19:44:00Z"],"dc:date.available":["2024-05-23T19:44:00Z"],"dc:date.issued":["2024-04-27"],"dc:description.abstract":["Military strategic investment and operational warfighting are necessarily intertwined, yet it is quite challenging to integrate these two levels analytically. In this thesis, we provide a framework to unify these levels through stochastic games and a force design model. We start with the operational level, where we exploit the structure of military games to construct a tractable representation of the large-scale problem. We develop the campaign stochastic game (CSG), a two-player, discounted, zero-sum stochastic game model for dynamic operational planning in military campaigns. Then, at the strategic level, we use this representation to evaluate force designs directly in the operational contexts where they may be employed in a future global landscape. Together, the thesis represents an original methodology to integrate military strategic and operational decision making."],"dc:description.degree":["Ph.D."],"dc:format.mimetype":["application/pdf"],"dc:identifier.uri":["https://hdl.handle.net/1853/75297"],"dc:language.iso":["en_US"],"dc:publisher":["Georgia Institute of Technology"],"dc:subject":["Military operations","campaign analysis, stochastic game","value iteration","military force design"],"dc:title":["Unifying Strategic Military Force Design and Operational Warfighting: A Stochastic Game Approach"],"dc:type":["Text"],"thesis:degree_level":["Doctoral"]},"updated_at":"2026-07-27T19:49:09Z"}