Browsing by Subject "Genetic Algorithm"
Now showing items 1-7 of 7
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Bioinformatics investigation on blood-based gene expressions of Alzheimer's disease revealed ORAI2 gene biomarker susceptibility: An explainable artificial intelligence-based approach
( Springer , 2023 , Article)The progressive, chronic nature of Alzheimer's disease (AD), a form of dementia, defaces the adulthood of elderly individuals. The pathogenesis of the condition is primarily unascertained, turning the treatment efficacy ... -
Cross-training policies for repair shops with spare part inventories
( Elsevier B.V. , 2019 , Article)We study a spare part supply system for repairable spare parts where parallel repair servers may have multiple skills (can repair different failed parts). Demands for the spares occur according to Poisson processes with ... -
Facility location decisions within integrated forward/reverse logistics under uncertainty
( Elsevier B.V. , 2014 , Conference Paper)In this paper, a stochastic mixed integer linear programming (SMILP) model is proposed to optimize the location and size of facilities and service centres in integrated forward and reverse streams under uncertainty. The ... -
Genetic Algorithm based SHE-PWM for 1- ø and 3- ø Voltage Source Inverters
( Institute of Electrical and Electronics Engineers Inc. , 2019 , Conference Paper)In medium voltage high power application of voltage source inverter (VSI), low switching frequency pulse width modulation (LSPWM) techniques offer better efficiency and better thermal management as the switching loss ... -
Integrated Optimization for Stock Levels and Cross-Training Schemes with Simulation-Based Genetic Algorithm
( Institute of Electrical and Electronics Engineers Inc. , 2017 , Conference Paper)A spare part supply system for repairable spares in a repair shop is modeled as a set of heterogeneous parallel servers that have the ability to repair only certain types of repairables. The proposed model minimizes the ... -
MINIMIZING NUMBER OF SENSORS IN WIRELESS SENSOR NETWORKS FOR STRUCTURE HEALTH MONITORING SYSTEMS
(2016 , Master Thesis)Nowadays, wireless sensor networks (WSNs) are considered an essential candidate to apply structural health monitoring (SHM). An important problem in this area is sensor placement optimization. In many research works, ... -
Optimal Placement of Phasor Measurement Units for Power Systems Using Genetic Algorithm
(2017 , Master Thesis)Power grids require monitoring to operate with high efficiency while minimizing the chances of having a failure. However, current monitoring scheme which consists of SCADA (Supervisory Control and Data Acquisition), ...