MATLAB implementation of the BBBC algorithm for single global optimization. Run the 'runner.mat' file. Select your settings from this file. Developed by Fabio Stroppa. Original work: Erol, Osman K., and Ibrahim Eksin. "A new optimization method: big bang–big crunch." Advances in eng...
Big Bang Big Crunch (BBBC) is a metaheuristic algorithm that was first published in 2006 and has since been applied in solving a variety of optimisation pr... N Mbuli,WS Ngaha - 《Renewable & Sustainable Energy Reviews》 被引量: 0发表: 2022年 Optimal control pulses establishment for the ...
Big bang鈥揵ig crunch (BBBC) algorithm is a fairly novel gradient-free optimisation algorithm. It is based on theories of evolution of the universe, namely the big bang and big crunch theory. The big challenge in BBBC is that it is easily trapped in local optima. In this paper, chaotic...
The modified Big Bang Big Crunch (BBBC) method improves the scheduling efficiency of the tasks by simulating one of the theories of the evolution of the universe. BBBC algorithm generates disorder data points inspired by energy dissipation procedure of the Big Bang phase, and moves those data ...
On the same lines, a novel universe inspired evolutionary technique so called Big Bang Big Crunch (BBBC) can be used for order reduction of systems of various complexities [8]. Recently, a mixed method is proposed for order reduction of LTI systems for both single-input single-output (SISO...
In this paper, we will present the novel application of Big Bang–Big Crunch optimization (BB–BC) approach to optimize the antecedent membership parameters of Interval Type-2 Fuzzy PID (IT2-FPID) controllers in a cascade control structure. Since the IT2-FPID control structure involves more ...
This paper proposes soft computing technique Big Bang-Big Crunch (BBBC) to address the main issue of deployment of wireless sensor networks. Deployment is the main factor that significantly affects the performance of the wireless sensor network. This approach maximizes the coverage ...
In this paper, a novel approach is proposed for automatically evolving CNN architecture using big bangbig crunch (BBBC) algorithm. The proposed approach can be used to automatically evolve CNN architecture and obtain tuned hyper-parameters for CNN. The CNN architecture is validated using the 5932 ...
Bang–BigCrunch(BBBC)optimalPIDcontrolspatialinvertedpendulum(SIP)spatialAstheextensionofthelinearinvertedpendulum(LIP)andplanarinvertedpendulum(PIP);thispaperproposesanovelspatialinvertedpendulum(SIP).TheSIPisthemostgeneralinvertedpendulum(IP)thananyexistingIP.ThemodeloftheSIPispresentedforthefirsttime.TheSIP...
The study further proposes an optimized version of SVM classifier using Big Bang Big Crunch (BBBC) optimization that simulates the big bang and big crunch theory of evolution of universe. BBBC has helped in finding an optimal set of SVM parameters quickly that are further used for ...