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An Optimization Of Thermodynamic Efficiency Vs. Capacity For Communications Systems, Gregory Rawlins
An Optimization Of Thermodynamic Efficiency Vs. Capacity For Communications Systems, Gregory Rawlins
Electronic Theses and Dissertations
This work provides a fundamental view of the mechanisms which affect the power efficiency of communications processes along with a method for efficiency enhancement. Shannon's work is the definitive source for analyzing information capacity of a communications system but his formulation does not predict an efficiency relationship suitable for calculating the power consumption of a system, particularly for practical signals which may only approach the capacity limit. This work leverages Shannon's while providing additional insight through physical models which enable the calculation and improvement of efficiency for the encoding of signals. The proliferation of Mobile Communications platforms is challenging capacity …
Optimal Distribution Network Reconfiguration Using Meta-Heuristic Algorithms, Arash Asrari
Optimal Distribution Network Reconfiguration Using Meta-Heuristic Algorithms, Arash Asrari
Electronic Theses and Dissertations
Finding optimal configuration of power distribution systems topology is an NP-hard combinatorial optimization problem. It becomes more complex when time varying nature of loads in large-scale distribution systems is taken into account. In the second chapter of this dissertation, a systematic approach is proposed to tackle the computational burden of the procedure. To solve the optimization problem, a novel adaptive fuzzy based parallel genetic algorithm (GA) is proposed that employs the concept of parallel computing in identifying the optimal configuration of the network. The integration of fuzzy logic into GA enhances the efficiency of the parallel GA by adaptively modifying …