An Energy-Efficient Cluster Head Selection in MANETs Using Emperor Penguin Optimization Fuzzy Genetic Algorithm

An Energy-Aware Cluster Head Selection and Optimal Route Selection Algorithm for Maximizing Network Lifetime in MANETs

“…Here, we present the Emperor Penguin Optimisation Fuzzy Genetic technique (EPO-FGA), a novel energy-efficient procedure established by Hamza and Vigila [23]. The longevity of the mobile node is improved because to the suggested strategy's incorporation of the fuzzy genetic algorithm's adaptability and the high search efficiency of emperor penguin optimisation.…”

A Review of Power Management Approaches for Mobile Ad Hoc Networks

“…Al-Najjar [32] employ the ACO technique to increase network lifespan and residual energy; however the best results require two cluster heads. Devika and Sudha's [33] research used PDR and NLT measures to achieve consistent energy distribution and utilize the C-SEWO approach [34] for innovative design.…”

“…Venkatasubramanian [36] adopts the EPO-FGA approach for mobile node lifetime. Hamza and Vigila [34] utilize the HPSO-GA method for node energy. Hamza and Vigila [37] use EEMST approaches, but this extends the lifespan.…”

“…Next groups of research from the authors from Vij et al [20], Nobahary and Babaie [8], Venkatasubramanian [36], Hamza and Vigila [34], Kumar et al [28], Thanappan and Perumal [45], Reddy and Mungara [46], Phakathi et al [47], Ravi et al [48], Alghamdi [49], Satyanarayana et al [50], Vinayakan et al [51] and Saraswathi et al [52] were achieved two metric parameters by using the methods of GAME THEORY, CREDIT-BASED, EPO-FGA, PSO-GA, EEMST, CC, GAME THEORY, ML, QOS, FUZZY, HFO, FRAMEWORK, CONJUNCTION, AOMDV, HGFNN respectively.…”

“…Research on power management is still ongoing to accomplish all kinds of parameter metrics. TESAODV √ Rao and Singh [3] KF-MAC √ Musthafa et al [19] SNDA √ Jim and Gregory [22] AIS √ Abirami and Sumithra [21] NCV-AODV √ Ponnusamy [23] EE √ Rahmani et al [16] AUTOMATA √ Singh et al [17] OLSR √ Ramesh et al [24] MSD-SNDT √ Hasani and Babaie [25] FSN √ Nobahary and Babaie [8] SNMN √ Hadi et al [27] SNAODV √ Kumar et al [28] QOS √ Venkatesh and Chakravarthi [29] CHLD √ Raj Kumar and Bala [31] EECAO √ Sahu and Patil [43] ACO √ Al-Najjar [32] CLU √ Devika and Sudha [33] C-SEWO √ Braik et al [35] AGS-ROA √ Saravanan et al [39] E-CFSA √ Bisen et al [40] E-MAVMMF √ Arulprakash et al [41] EBDC √ Sivapriyaand Mohandas [38] E-CFSA √ Vij et al [20] MKMPE √ Nobahary and Babaie [8] GAME THEORY √ √ Venkatasubramanian [36] CREDIT-BASED √ √ Hamza and Vigila [34] EPO-FGA √ √ Kumar et al [28] EEMST √ √ Thanappan and Perumal [45] CC √ √ Reddy and Mungara [46] GAME THEORY √ √ Phakathi et al [47] QOS √ √ Ravi et al [48] FUZZY √ √ Alghamdi [49] HFO √ √ Satyanarayana et al [50] FRAMEWORK √ √ Vinayakan et al [51] CONJUNCTION √ √ Saraswathi et al [52] AOMDV √ √ Veeraiah and Krishna [9] HGFNN √ √ Namdev and Mishra [15] IDSM √ √ √ Sri et al [6] M-AODV √ √ √ Goyal et al …”