This research work will also help to choose the most appropriate bio-inspired algorithm for big data analytics in a specific type of data along with promising directions for future research.doi:10.1016/B978-0-12-818146-1.00001-5Sukhpal Singh GillRajkumar Buyya
The present work introduces a novel metaheuristic algorithm named the Artificial Circulatory System Algorithm (ACSA). The control of the circulatory system inspires it and mimics the behavior of hormonal and neural regulators involved in this process. The work initially evaluates the effectiveness of ...
We have employed the classical Simulated Annealing (SA) as the search algorithm and also we have enclosed a memory structure within a modified version of SA to explore new subspaces by avoiding similar and infeasible solutions. The simulation results of a medium size TN producing 1.14 GB traffic...
Special emphasis has been laid on how the biological behavior can be transferred into a technical algorithm. Moreover, description of algorithms in more general terms and the most successful variants of these algorithms are provided. Finally, a brief introduction to other bio-inspired computation ...
Bio Inspired Algorithmoptimization algorithmsNature is of course a great and immense source of inspiration for solving hard and complex problems in computer science since it exhibits extremely diverse, dynamic, robust, complex and fascinating phenomenon. It always finds the optimal solution to solve its...
Bio-inspired algorithmFeature selectionAccuracyPredictionOptimizationLung cancer is a prevalent and deadly disease with a high global incidence rate. For efficient treatment with a positive prognosis for patients, early identification with precise subtype categorization of lung cancer is essential. Bio-...
(PSPSO)30, the improved chimp optimization algorithm (ICHOA)31, the high performance cuckoo search algorithm (HPCSA)32, the comprehensive learning marine predator algorithm (CLMPA)33, the enhanced sparrow search algorithm (ESSA)34, the hybrid algorithm that is known as three-learning strategy ...
This paper introduces a bio-inspired metaheuristic optimization algorithm named Tunicate Swarm Algorithm (TSA). The proposed algorithm imitates jet propulsion and swarm behaviors of tunicates during the navigation and foraging process. The performance of TSA is evaluated on seventy-four benchmark test ...
Chiroma, H.; Herawan, T.; Fister, I., Jr.; Fister, I.; Abdulkareem, S.; Shuib, L.; Hamza, M.F.; Saadi, Y.; Abubakar, A. Bio-Inspired Computation: Recent Development on the Modifications of the Cuckoo Search Algorithm. Appl. Soft Comput. 2017, 61, 149-173....
Bio-inspired Optimization Metaheuristic Algorithm Based on the Self-defense of the PlantsIn this work a new method of bio-inspired optimization based on the self-defense mechanism of plants applied to mathematical functions is presented. Habitats on the planet have gone through changes, so plants ...