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math.OC2019
Distributed Resource Allocation with Binary Decisions via Newton-like Neural Network Dynamics
Tor Anderson, Sonia Martinez
This paper aims to solve a distributed resource allocation problem with binary local constraints. The problem is formulated as a binary program with a cost function defined by the…
math.OC2018
Distributed Approximate Newton Algorithms and Weight Design for Constrained Optimization
Tor Anderson, Chin-Yao Chang, Sonia Martinez
Motivated by economic dispatch and linearly-constrained resource allocation problems, this paper proposes a class of novel Distributed-Approx Newton algorithms that approximate the…
math.OC2017
Maximizing Algebraic Connectivity of Constrained Graphs in Adversarial Environments
Tor Anderson, Chin-Yao Chang, Sonia Martinez
This paper aims to maximize algebraic connectivity of networks via topology design under the presence of constraints and an adversary. We are concerned with three problems. First,…