TY - GEN
T1 - Resource Configuration in Naval Wargames with Incomplete Information and Multiple Constraints
T2 - 7th International Symposium on Autonomous Systems, ISAS 2024
AU - Li, Dong
AU - Ma, Hongbin
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - Resource configuration problems are very important in naval wargame and their agent design. Existing literature usually models the above problems from the perspective of unilateral optimization, and pays less attention to scenarios similar to this paper. This paper uses a typical naval wargame scenario as the background to study the resource configuration problem of ships under conditions of incomplete information and multiple constraints. We take the opponent's optimization objectives and constraints into our own optimization and constraints, and innovatively propose a multi-objective integer programming optimization model with coupled confrontation. Then, the Pulp solution library was used to solve the possible ship one-on-one duel situation in the scenario, and two specific configuration plans for the problem were given using the idea of uncertain optimization. The results show that the model we proposed can solve the problem of ship resource configuration in naval wargame. This model can be widely applied to limited resource configuration problems in this type of imperfect information game.
AB - Resource configuration problems are very important in naval wargame and their agent design. Existing literature usually models the above problems from the perspective of unilateral optimization, and pays less attention to scenarios similar to this paper. This paper uses a typical naval wargame scenario as the background to study the resource configuration problem of ships under conditions of incomplete information and multiple constraints. We take the opponent's optimization objectives and constraints into our own optimization and constraints, and innovatively propose a multi-objective integer programming optimization model with coupled confrontation. Then, the Pulp solution library was used to solve the possible ship one-on-one duel situation in the scenario, and two specific configuration plans for the problem were given using the idea of uncertain optimization. The results show that the model we proposed can solve the problem of ship resource configuration in naval wargame. This model can be widely applied to limited resource configuration problems in this type of imperfect information game.
KW - coupled confrontation
KW - incomplete information game
KW - multi-objective integer programming
KW - multiple constraints
KW - naval wargame
KW - resource configuration
UR - http://www.scopus.com/inward/record.url?scp=85197612785&partnerID=8YFLogxK
U2 - 10.1109/ISAS61044.2024.10552465
DO - 10.1109/ISAS61044.2024.10552465
M3 - Conference contribution
AN - SCOPUS:85197612785
T3 - 2024 7th International Symposium on Autonomous Systems, ISAS 2024
BT - 2024 7th International Symposium on Autonomous Systems, ISAS 2024
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 7 May 2024 through 9 May 2024
ER -