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Accession Number:

AD1167509

Title:

Algorithm Design for Optimization in Communication and Navigation

Author(s):

• Ouyang, Yuyuan

Author Organization(s):

• Clemson University

Report Date:

2022-01-31

Abstract:

This report was developed under grant FA9453-19-1-0078. Two research directions were successfully investigated during the duration of the grant that applies to communication and navigation. First, two numerical methods were proposed for solving nonlinear optimization problems arising from communication and navigation. Second, two results were discovered concerning solution quality and security of machine learning models.

Document Type:

Conference:

Journal:

Pages:

18

File Size:

0.76MB

Contracts:

Grants:

Descriptors:

• air force
• air force research laboratories
• estimators
• spacecraft
• algorithms
• machine learning
• maximum likelihood estimation
• theses
• abstracts
• computations
• government procurement
• governments
• image reconstruction
• standards
• teamwork
• contracts
• convex sets

Identifiers:

• Nonlinear Optimization
• Distributed optimization
• conditional logistic regression estimator analysis
• algorithm design for nonlinear optimization with linear constraints
• distributed secure matrix multiplication protocols

SubjectCategory:

• Mathematical and Computer Sciences
• Mathematical and Computer Sciences

Communities of Interest:

• Autonomy

Distribution Statement:

Approved For Public Release

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