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Efficient Nonlinear Optimization of Queueing Systems
Efficient Nonlinear Optimization Queueing Systems
2015/7/10
We present a systematic treatment of efficient nonlinear optimization of queuing systems. The suite of formulations uses the computational tool of convex optimization, with fast polynomial time algori...
Advances in Convex Optimization:Interior-point Methods,Cone Programming, and Applications
Advances in Convex Optimization Interior-point Methods Cone Programming Applications
2015/7/10
In this talk I will give an overview of some major developments in convex optimization that have emerged over the last ten years or so. The basic idea is that convex problems are fundamentally tractab...
Distributed Optimization for Cooperative Agents: Application to Formation Flight
Distributed Optimization Cooperative Agents Application Formation Flight
2015/7/10
We present a simple decentralized algorithm to solve optimization problems involving cooperative agents. Cooperative agents share a common objective and simultaneously pursue private goals. Furthermor...
Piecewise-Affine State Feedback for Piecewise-Affine Slab Systems Using Convex Optimization
Piecewise-affi ne systems State feedback Convex optimization Ellipsoids Lyapunov function
2015/7/10
This paper shows that Lyapunov-based state feedback controller synthesis for piecewise-affine (PWA) slab systems can be cast as an optimization problem subject to a set of linear matrix inequalities (...
Geometric Programming for Circuit Optimization
Circuit sizing geometric programming convex optimization
2015/7/10
This tutorial concerns a method for solving a variety of circuit sizing and optimization problems, which is based on formulating the problem as a geometric program (GP), or a generalized geometric pro...
Optimization-Based Design and Implementation of Multi-Dimensional Zero-Phase IIR Filters
Optimization-Based Design Multi-Dimensional Zero-Phase IIR Filters
2015/7/10
This paper considers multi-dimensional infinite impulse response (IIR) filters that are iteratively implemented. The focus is on zero-phase filters with symmetric polynomials in the numerator and deno...
Temperature-Aware Processor Frequency Assignment for MPSoCs Using Convex Optimization
Temperature-aware thermal MPSoCs convex optimization
2015/7/10
The increasing processing capability of Multi-Processor Systems-on-Chips (MPSoCs) is leading to an increase in chip power dissipation, which in turn leads to significant increase in chip temperature. ...
This paper is concerned with the use of grid search as a means of optimizaing an objective function that can be evaluated only through simulation. We study the question of how rapidly the number of re...
Limit Theorems for Simulation-based Optimization via
Simulation Theory Model Development: Methodologies Types of Simulation
2015/7/6
This paper develops fundamental theory related to the use of simulation-based non-adaptive random search as a means of optimizing a function that can be expressed as an expectation. Our results establ...
SNOPT: An SQP Algorithm for Large-Scale Constrained Optimization
large-scale optimization nonlinear programming
2015/7/3
Sequential quadratic programming (SQP) methods have proved highly effective for solving constrained optimization problems with smooth nonlinear functions in the objective
and constraints.Here w...
Modeling and Results of Satellite Ground Support Optimization
LEO spacecraft Ground station support Product mix Allocation
2018/3/9
This paper will present the methods adapted to model low earth orbiting (LEO)
spacecraft support and an actual implementation of this approach. The results of a
comparison of actual human schedulers...