A prolonged network life time and reliable data transmission aware optimal sink relocation mechanism

Cat Swarm Optimization Algorithm: A Survey and Performance Evaluation

“…However, CSO outperformed PSO and cuckoo search algorithm [96] Applied CSO on WSN to optimize cluster head selection e proposed system outperformed the existing systems by 75%. [97] Applied CSO on CR based smart grid communication network to optimize channel allocation e proposed system obtains desirable results for both fairness-based and priority-based cases [98] Applied CSO in WSN to detect optimal location of sink nodes CSO outperformed PSO in reducing total power consumption. [99,100] Applied CSO on time modulated concentric circular antenna array to minimize the sidelobe level of antenna arrays and enhance the directivity CSO outperformed RGA, PSO and DE algorithms [101] Applied CSO to optimize the radiation pattern controlling parameters for linear antenna arrays.…”

“…So, Tsiflikiotis and Goudos addressed this problem which is known as optimal power allocation problem, and for that, three metaheuristic algorithms were presented and compared [96]. Moreover, Pushpalatha and Kousalya applied CSO in WSN for optimizing cluster head selection which helps in energy saving and available bandwidth [97]. Alam et al also applied CSO algorithm in a clustering-based method to handle channel allocation (CA) issue between secondary users with respect to practical constraints in the smart grid environment [98].…”

Cat Swarm Optimization Algorithm - A Survey and Performance Evaluation

“…Goudos addressed this problem which is known as optimal power allocation problem, and for that three meta-heuristic algorithms were presented and compared [98]. Moreover, Pushpalatha, A. and G. Kousalya applied CSO in WSN for optimizing cluster head selection which helps in energy saving and available bandwidth [99]. Alam et al also applied the CSO algorithm in a clustering-based method to handle Channel Allocation (CA) issues between secondary users with respect to practical constraints in the Smart Grid environment [100,101,102] Applied CSO algorithm on UPFC to increase the stability of the system IEEE 6 bus and 14 bus networks were used in the simulation experiments and desirable results were achieved [50] Applied ADCSO on reactive power dispatch problem to minimize active power loss IEEE 57-bus system was used in the simulation experiments, in which ADCSO outperformed 16 other optimization algorithms [51] Applied CSO algorithm to regulate the position and control parameters of SVC and TCSC to improve Available Transfer Capability (ATC) IEEE 14-bus and IEEE 24-bus systems were used in the simulation experiments, in which the system provided better results after adopting CSO [52] Building a classification model based on BCSO and SVM to classify the transformers according to their reliability status.…”

Cat Swarm Optimization Algorithm - A Survey and Performance Evaluation

“…Goudos addressed this problem which is known as optimal power allocation problem, and for that three meta-heuristic algorithms were presented and compared [98]. Moreover, Pushpalatha, A. and G. Kousalya applied CSO in WSN for optimizing cluster head selection which helps in energy saving and available bandwidth [99]. Alam Applied CSO and SVM to classify students' facial expression…”