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GECCO
2007
Springer
155views Optimization» more  GECCO 2007»
15 years 6 months ago
Towards billion-bit optimization via a parallel estimation of distribution algorithm
This paper presents a highly efficient, fully parallelized implementation of the compact genetic algorithm (cGA) to solve very large scale problems with millions to billions of va...
Kumara Sastry, David E. Goldberg, Xavier Llor&agra...
AAAI
2006
15 years 1 months ago
Efficient L1 Regularized Logistic Regression
L1 regularized logistic regression is now a workhorse of machine learning: it is widely used for many classification problems, particularly ones with many features. L1 regularized...
Su-In Lee, Honglak Lee, Pieter Abbeel, Andrew Y. N...
ICCV
2005
IEEE
16 years 1 months ago
Is Levenberg-Marquardt the Most Efficient Optimization Algorithm for Implementing Bundle Adjustment?
In order to obtain optimal 3D structure and viewing parameter estimates, bundle adjustment is often used as the last step of feature-based structure and motion estimation algorith...
Manolis I. A. Lourakis, Antonis A. Argyros
ASPDAC
2005
ACM
89views Hardware» more  ASPDAC 2005»
15 years 1 months ago
Optimal placement by branch-and-price
— Circuit placement has a large impact on all aspects of performance; speed, power consumption, reliability, and cost are all affected by the physical locations of interconnected...
Pradeep Ramachandaran, Ameya R. Agnihotri, Satoshi...
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AAAI
2007
15 years 2 months ago
A Distributed Constraint Optimization Solution to the P2P Video Streaming Problem
The future success of application layer video multicast depends on the availability of video stream distribution methods that can scale in the number of stream senders and receive...
Theodore Elhourani, Nathan Denny, Michael M. Maref...