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The talk will focus on optimization on the high-dimensional sphere when the objective function is a polynomial with independent Gaussian coefficients.
Her current research focus on optimization of power systems: renewable energy integration, micro-grid models, unit commitment and economic dispatch, optimal power flow and security-constrained dispatch.
Vladimirsky's ongoing projects also focus on optimization under uncertainty, with conflicting objectives, random changes in the global environment and adversarial interactions of many agents.
In this paper, we focus on optimization of lightpath connections in EONs supporting bandwidth-demanding multicast-capable applications.
We focus on optimization problems for which the solutions are represented as binary vectors and that may or may not include constraints.
The increasingly daunting problem of antimicrobial resistance has led to an intense focus on optimization of antibiotic therapy, with simultaneous goals of improving patient outcomes and minimizing the contribution of that therapy to making the available antibiotics obsolete.
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We especially focus on optimizations for modern GPU architectures and communication patterns between multiple GPUs.
In this paper, we focus on optimization-based strategy, that is, sum utility maximization (SUM).
This chapter focuses on optimization of drugs.
Our first symposium focused on optimization challenges in robotics.
Research is focused on optimization of multi-component chemotherapy and radiation treatment for these children.
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