TOPOLOGY OPTIMIZATION FOR MARITIME OPERATIONS (TOMO) WITH MULTI-OBJECTIVES AND MULTI-FIDELITY MODELS
Abstract
This research project will develop a modeling and optimization methodology to design network topologies for ASW architectures in a communication contested environment that incorporate uncertainty and multiple objectives. The methodology will use multiple models of varying fidelity to balance computational effort with level of fidelity. For example, a detailed simulation takes considerable computational effort, whereas an aggregate queueing model is fast to compute. A multi-objective, multi-fidelity optimization methodology will enable a systematic procedure to combine results from multiple models and provide insights into trade-offs between multiplemetrics of performance. Architecture scenarios will be created in conjunction with Naval Information Warfare Center (NIWC) Pacific, and analyzed with the proposed methodology. This research will enable the evaluation and design of future distributed maritime operational concepts with multiple objectives.
Document Details
- Document Type
- DoD Grant Award
- Publication Date
- Apr 12, 2023
- Source ID
- N000142312359
Entities
People
- Zelda Zabinsky
Organizations
- Office of Naval Research
- United States Navy
- University of Washington