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» Solving Hierarchical Optimization Problems Using MOEAs
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ISLPED
2006
ACM
145views Hardware» more  ISLPED 2006»
15 years 9 months ago
An optimal analytical solution for processor speed control with thermal constraints
As semiconductor manufacturing technology scales to smaller device sizes, the power consumption of clocked digital ICs begins to increase. Dynamic voltage and frequency scaling (D...
Ravishankar Rao, Sarma B. K. Vrudhula, Chaitali Ch...
CDC
2010
IEEE
139views Control Systems» more  CDC 2010»
14 years 10 months ago
Q-learning and enhanced policy iteration in discounted dynamic programming
We consider the classical finite-state discounted Markovian decision problem, and we introduce a new policy iteration-like algorithm for finding the optimal state costs or Q-facto...
Dimitri P. Bertsekas, Huizhen Yu
INFOCOM
2009
IEEE
15 years 9 months ago
Multi-VPN Optimization for Scalable Routing via Relaying
—Enterprise networks are increasingly adopting Layer 3 Multiprotocol Label Switching (MPLS) Virtual Private Network (VPN) technology to connect geographically disparate locations...
MohammadHossein Bateni, Alexandre Gerber, Mohammad...
CEC
2008
IEEE
15 years 9 months ago
A multi-agent based evolutionary algorithm in non-stationary environments
— In this paper, a multi-agent based evolutionary algorithm (MAEA) is introduced to solve dynamic optimization problems. The agents simulate living organism features and co-evolv...
Yang Yan, Hongfeng Wang, Dingwei Wang, Shengxiang ...
EVOW
2010
Springer
15 years 8 months ago
A Genetic Algorithm to Minimize Chromatic Entropy
We present an algorithmic approach to solving the problem of chromatic entropy, a combinatorial optimization problem related to graph coloring. This problem is a component in algor...
Greg Durrett, Muriel Médard, Una-May O'Reil...