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» Optimization by Stochastic Continuation
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ICASSP
2010
IEEE
15 years 6 months ago
Ergodic stochastic optimization algorithms for wireless communication and networking
— Ergodic stochastic optimization (ESO) algorithms are proposed to solve resource allocation problems that involve a random state and where optimality criteria are expressed in t...
Alejandro Ribeiro
CDC
2010
IEEE
103views Control Systems» more  CDC 2010»
15 years 1 months ago
Structural characterization of optimal event-based controllers for linear stochastic systems
Abstract-- Recent results in networked control systems indicate substantial benefits of event-based control compared to conventional designs. This paper identifies structural prope...
Adam Molin, Sandra Hirche
TWC
2008
135views more  TWC 2008»
15 years 6 months ago
Optimal Distributed Stochastic Routing Algorithms for Wireless Multihop Networks
A novel framework was introduced recently for stochastic routing in wireless multihop networks, whereby each node selects a neighbor to forward a packet according to a probability...
Alejandro Ribeiro, Nikolas D. Sidiropoulos, Georgi...
163
Voted
CDC
2008
IEEE
120views Control Systems» more  CDC 2008»
16 years 17 days ago
Navigation-based optimization of stochastic strategies for allocating a robot swarm among multiple sites
— We present a decentralized, communication-less approach to the dynamic allocation of a swarm of homogeneous robots to a target distribution among multiple sites. Building on ou...
Spring Berman, Ádám M. Halász...
192
Voted
IPCO
2004
144views Optimization» more  IPCO 2004»
15 years 7 months ago
Hedging Uncertainty: Approximation Algorithms for Stochastic Optimization Problems
Abstract. We study two-stage, finite-scenario stochastic versions of several combinatorial optimization problems, and provide nearly tight approximation algorithms for them. Our pr...
R. Ravi, Amitabh Sinha