Hence, this paper presents a Multi-objective Sparrow searcH algorithm-based clustering and ROuting PrOtocol Model (MUSHROOM) that derives a fitness function to perform clustering process using maximum neighbour node distance, average distance to BS and energy ratio. Similarly, MUSHROOM derives the ...
Multi-objective slime mold algorithm NSGA2: Non-dominated sorting genetic algorithm PF: Pareto front rNSGA2: Reference solution-based NSGA2 SF-DE: Superior feasible solutions differential evolution SMA: Slime mold algorithm SSA: Sparrow search algorithm TiGEA-2: A tri-goal evolution TS...
Xu et al. evaluated the resilience of agricultural land–water resource systems using a Projection Pursuit model based on the Sparrow Search Algorithm. The research showed that the model has good performance in terms of solution speed and optimization ability56. When evaluating prefabricated component ...
In order to verify the superiority of this algorithm over the orginal multiobjective sparrow algorithm, and take the path length, path smoothness, and path security as the indexes of multiobjective optimization, BPMOSMA and MOSSA are simulated under two different maps. The population number is 30...
(Code) Multi-objective Sparrow Search Optimization for Task Scheduling in Fog-Cloud-Blockchain Systems peer-to-peerpareto-frontmultiobjective-optimizationblockchain-networkiot-devicehypervolumecloud-fogtask-schedulingsparrow-search-optimizationhyperarea-ratiospacing-to-extentgenerational-distancereference-front ...
Show abstract Ultra short-term wind power forecasting based on sparrow search algorithm optimization deep extreme learning machine 2021, Sustainability (Switzerland) Review on Deep Learning Research and Applications in Wind and Wave Energy 2022, Energies View all citing articles on ScopusView...
Meanwhile, three methods—namely, circular sinusoidal chaotic mapping, improved golden sinusoidal strategy, and adaptive weight coefficients—were used to improve the convergence speed and accuracy of the sparrow search algorithm (SSA). Finally, the multi-objective optimization of the permanent magnet ...
Enhancing sparrow search algorithm via multi-strategies for continuous optimization problems 2022, Information Processing and Management Deep reinforcement learning for transportation network combinatorial optimization: A survey 2021, Knowledge-Based Systems ...
Kathiroli P, Selvadurai K (2021) Energy efficient cluster head selection using improved Sparrow Search Algorithm in Wireless Sensor Networks. Journal of King Saud University-Computer and Information Sciences Gorgich S, Tabatabaei S (2021) Proposing an energy-aware routing protocol by using fish swar...
(CEED) in microgrids, aiming to enhance their viability as a sustainable alternative to traditional power systems. The framework employs the predatory pelican optimization algorithm (PPOA), a hybrid optimization methodology merging the marine predators algorithm and pelican optimization algorithm, to ...