Related Experiment Video
Updated: Sep 11, 2025

Large Scale Energy Efficient Sensor Network Routing Using a Quantum Processor Unit
Published on: September 8, 2023
Performance analysis of the optimized equilibrium optimizer algorithm using linear population size reduction in the
Abstract:
Sensor-less adaptive optics (SLAO) systems are extensively employed due to their ability to effectively mitigate the adverse impact of atmospheric turbulence on coherent free-space optical communication (CFSOC) systems. The control algorithm dictates the corrective capabilities of the SLAO system. For this work, we employ the optimized equilibrium optimizer algorithm using linear population size reduction (LOEO) as the control algorithm. The LOEO algorithm is an enhanced version of the equilibrium optimizer (EO) algorithm. More precisely, we enhanced the control parameters, introduced the linear population size reduction (LPSR) strategy, and modified the search framework. Theoretical study and numerical simulations demonstrate that the LOEO algorithm exhibits exceptional precision, rapid correction speed, and strong robustness. The LOEO algorithm enhances the speed of correction by approximately 50% compared to the EO algorithm, resulting in a correction speed that is 15.92 times faster than the SPGD algorithm. The experimental results demonstrate that the LOEO algorithm is capable of efficiently rectifying the distorted wavefront phase aberration. This algorithm is well-suited for SLAO systems and can enhance the communication performance of the CFSOC systems.
Related Concept Videos
Mechanistic Models: Compartment Models in Algorithms for Numerical Problem Solving
In individual population analyses, different algorithms are employed, such as Cauchy's method, which uses a...
Linear time-invariant Systems
The input-output behavior of an LTI system can be fully defined by its response to an impulsive excitation at its input. Once this impulse response is known, the system's reaction to any other input can be...
Reducing Line Loss
With a step-up transformer at the source, the voltage is increased, thereby reducing the current in the transmission lines since power loss...
Parameters Affecting Nonlinear Elimination: Zero-Order Input, First-Order Absorption and Two-Compartment Model
When a drug is administered through a constant intravenous infusion and eliminated via nonlinear pharmacokinetics, it follows zero-order input. For example, oral drugs undergo first-order absorption upon administration and are eliminated through nonlinear pharmacokinetics.
In the case of subcutaneously administered drugs,...
Production Efficiency
Linear Approximation in Time Domain
For a simple pendulum with a mass evenly distributed along its length and the center of mass located at half the pendulum's length,...

