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 en...
Big Bang–Big Crunch Algorithm Abstract In this chapter, the big bang–big crunch (BB–BC), a global optimiza- tion method inspired from one of the cosmological theories known as closed universe, is introduced. We first, in Sect. 18.1, describe the background knowledge regarding the big ...
The big bang-big crunch (BB-BC) algorithm has been proposed as a novel optimization method that relies on one of the theories of the evolution of the universe, namely the big bang and big crunch theory. It has been shown that this algorithm is capable of quick convergence, even in long...
Big bang–big 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-...
In this manuscript, an emerging evoluitonary optimization technique, Big Bang - Big Crunch algorithm, is used for an energy-efficient train operation in light rail network of Eskisehir is studied. Cruising and coasting, two basic motion phases of train, should be taken into consideration in order...
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 ...
Big bang big crunch method was firstly proposed by Errol and Eksin .In the proposed method, a supervised big bang big crunch method is used, which determines the optimal location and capacity of DGs which are connected to balance distribution system for power loss minimization without opposing ...
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...
Learning-Based Task Scheduling using Big Bang Big Crunch for Cloud Infrastructure Cloud Computing is a growing industry for secure and low cost pay per use resources. Efficient resource allocation is the challenging issue in cloud comput... PS Rawat,P Dimri,P Gupta - 《Recent Patents on Computer...
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 ...