Tigany Zarrouk, Rina Ibragimova, Albert P Bartók, Miguel A Caro
Experiment-Driven Atomistic Materials Modeling: A Case Study Combining X-Ray Photoelectron Spectroscopy and Machine Learning Potentials to Infer the Structure of Oxygen-Rich Amorphous Carbon
Journal of the American Chemical Society
paper proposes enhanced version equilibrium optimizer eo called eeo solving global optimization optimal power flow opf problems proposed eeo algorithm includes new performance reinforcement strategy lvy flight mechanism algorithm addresses shortcomings original equilibrium optimizer eo aims provide better solutions provided eo global optimization problems especially opf problems proposed eeo efficiency confirmed comparing results ten functions cec20 test suite algorithms including highperformance algorithms ie cmaes imode agsk lshadecnepsin moreover statistical significance results validated wilcoxons ranksum test proposed eeo applied solve opf problem opf formulated nonlinear optimization problem conflicting objectives subjected equality inequality constraints performance technique deliberated evaluated standard ieee 30bus test system different objectives obtained results proposed eeo algorithm compared original eo algorithm obtained using techniques mentioned literature simulation results revealed proposed algorithm provides better optimized solutions 20 published methods results well original eo algorithm eeo superiority demonstrated six different cases involved minimization different objectives fuel cost fuel cost valvepoint loading effect emission total active power losses voltage deviation voltage instability also comparison results indicate eeo algorithm provide robust highquality feasible solutions different opf problems