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» Solving Hierarchical Optimization Problems Using MOEAs
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GECCO
2005
Springer
118views Optimization» more  GECCO 2005»
15 years 6 months ago
Learning basic navigation for personal satellite assistant using neuroevolution
The Personal Satellite Assistant (PSA) is a small robot proposed by NASA to assist astronauts who are living and working aboard the space shuttle or space station. To help the ast...
Yiu-Fai Sit, Risto Miikkulainen
121
Voted
ML
2002
ACM
167views Machine Learning» more  ML 2002»
15 years 9 days ago
Linear Programming Boosting via Column Generation
We examine linear program (LP) approaches to boosting and demonstrate their efficient solution using LPBoost, a column generation based simplex method. We formulate the problem as...
Ayhan Demiriz, Kristin P. Bennett, John Shawe-Tayl...
GLOBECOM
2010
IEEE
14 years 10 months ago
Sliding Mode Based Joint Congestion Control and Scheduling in Multi-Hop Ad Hoc Networks with Multi-Class Services
In this paper, we consider the joint problem of congestion control and scheduling with multi-class Quality of Service (QoS) requirements. Generally, the joint problem is formulated...
Zongrui Ding, Dapeng Wu
93
Voted
CISS
2008
IEEE
15 years 7 months ago
A genetic algorithm for designing constellations with low error floors
—The error floor of bit-interleaved coded modulation with iterative decoding (BICM-ID) can be minimized for a particular constellation by maximizing the harmonic mean of the squ...
Matthew C. Valenti, Raghu Doppalapudi, Don J. Torr...
INFOCOM
2006
IEEE
15 years 6 months ago
Flow Control Over Wireless Network and Application Layer Implementation
— Flow control, including congestion control for data transmission, and rate control for multimedia streaming, is an important issue in information transmission in both wireline ...
Minghua Chen, Avideh Zakhor