Application of grey wolf optimization in fuzzy controller tuning for servo systems

2018 ◽  
pp. 363-387
Author(s):  
Radu-Codrut David ◽  
Radu-Emil Precup ◽  
Stefan Preitl ◽  
Alexandra-Iulia Szedlak-Stinean ◽  
Lucian-Ovidiu Fedorovici
Keyword(s):  
Fuzzy Controller ◽  
Grey Wolf ◽  
Grey Wolf Optimization ◽  
Controller Tuning ◽  
Servo Systems

scholarly journals An Easily Understandable Grey Wolf Optimizer and Its Application to Fuzzy Controller Tuning

Algorithms ◽  
2017 ◽  
Vol 10 (2) ◽  
pp. 68 ◽  
Author(s):  
Radu-Emil Precup ◽  
Radu-Codrut David ◽  
Alexandra-Iulia Szedlak-Stinean ◽  
Emil M. Petriu ◽  
Florin Dragan
Keyword(s):  
Fuzzy Controller ◽  
Grey Wolf Optimizer ◽  
Grey Wolf ◽  
Controller Tuning

Evaluation of Grey Wolf Optimization Algorithm on Rigid and Flexible Receptor Docking

2020 ◽  
Author(s):  
Kin Meng Wong ◽  
Shirley Siu
Keyword(s):  
Scoring Function ◽  
Ligand Docking ◽  
Receptor Protein ◽  
Pose Prediction ◽  
Grey Wolf ◽  
Success Rates ◽  
Autodock Vina ◽  
Grey Wolf Optimization ◽  
Structure Based Drug Design ◽  
Docking Program

Protein-ligand docking programs are indispensable tools for predicting the binding pose of a ligand to the receptor protein in current structure-based drug design. In this paper, we evaluate the performance of grey wolf optimization (GWO) in protein-ligand docking. Two versions of the GWO docking program – the original GWO and the modified one with random walk – were implemented based on AutoDock Vina. Our rigid docking experiments show that the GWO programs have enhanced exploration capability leading to significant speedup in the search while maintaining comparable binding pose prediction accuracy to AutoDock Vina. For flexible receptor docking, the GWO methods are competitive in pose ranking but lower in success rates than AutoDockFR. Successful redocking of all the flexible cases to their holo structures reveals that inaccurate scoring function and lack of proper treatment of backbone are the major causes of docking failures.

Optimal Conductor Selection Using Grey Wolf Optimization

2016 ◽  
Vol 4 (3) ◽  
pp. 39
Author(s):  
Ramanaiah M. LAXMIDEVI ◽  
REDDY M. DAMODAR ◽  
◽  
Keyword(s):  
Grey Wolf ◽  
Grey Wolf Optimization

scholarly journals Hybrid WGWO: whale grey wolf optimization-based novel energy-efficient clustering for EH-WSNs

2020 ◽  
Vol 2020 (1) ◽  
Author(s):  
Rajkumar Singh Rathore ◽  
Suman Sangwan ◽  
Shiv Prakash ◽  
Kabita Adhikari ◽  
Rupak Kharel ◽  
...  
Keyword(s):  
Energy Efficient ◽  
Grey Wolf ◽  
Grey Wolf Optimization ◽  
Energy Efficient Clustering
Sign in / Sign up

Export Citation Format

Share Document