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» Approximating Solution Structure
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CVPR
2007
IEEE
16 years 7 months ago
Fast, Approximately Optimal Solutions for Single and Dynamic MRFs
A new efficient MRF optimization algorithm, called FastPD, is proposed, which generalizes -expansion. One of its main advantages is that it offers a substantial speedup over that ...
Nikos Komodakis, Georgios Tziritas, Nikos Paragios
ATAL
2007
Springer
16 years 21 hour ago
Subjective approximate solutions for decentralized POMDPs
A problem of planning for cooperative teams under uncertainty is a crucial one in multiagent systems. Decentralized partially observable Markov decision processes (DECPOMDPs) prov...
Anton Chechetka, Katia P. Sycara
GECCO
2010
Springer
211views Optimization» more  GECCO 2010»
15 years 7 months ago
Investigating EA solutions for approximate KKT conditions in smooth problems
Evolutionary algorithms (EAs) are increasingly being applied to solve real-parameter optimization problems due to their flexibility in handling complexities such as non-convexity,...
Rupesh Tulshyan, Ramnik Arora, Kalyanmoy Deb, Joyd...
GLOBECOM
2007
IEEE
16 years 5 days ago
An Exact Solution to an Approximated Model of RED
— In this paper, we propose an analytical model to capture the dynamics of the RED algorithm. We first develop a system of recursive equations that describes the packet dropping...
Claus Bauer, Homayoun Yousefi'zadeh, Hamid Jafarkh...
ATAL
2007
Springer
16 years 22 hour ago
Some results on approximating the minimax solution in approval voting
Rob LeGrand, Evangelos Markakis, Aranyak Mehta