In this paper we propose epiBAT, a new algorithm based on bat algorithm with multiple objectives and tabu search. We apply our algorithm on different testing data sets and compare it with other existing methods. The experiments have shown that the new epiBAT method achieves similar or better ...
Bat algorithmCommunity detectionDynamic networkMean shiftModularity densityMany evolutionary algorithms have been proposed to deal with the problem of community detection in social dynamic networks. Some algorithms need to fix parameters in advance; others use a random pr......
Multi-objective bat algorithm (MOBA) 다운로드 수: 5.9K Multi-objective Sunflower Optimization (MOSFO) 다운로드 수: 262 태그태그 추가 firefly algorithmmulti-objective f...nature-inspired a... 취소 웹사이트 선택 ...
A multi-objective bat algorithm with a novel competitive mechanism and its application in controller tuning 2021, Engineering Applications of Artificial Intelligence Citation Excerpt : Given the excellent global optimization capabilities and easy implementation, the decomposition-based MOBA undoubtedly provides ...
Nowadays, many optimization techniques have been proposed, such as particle swarm optimization (PSO) [24], ant colony optimization (ACO) [13], bat algorithm (BA) [50], differential evolution (DE) algorithm [42], firefly algorithm (FA) [52], [54] among others. These techniques have been ...
Algorithm 1: Multiobjective bat algorithm (MOBA) [10]. Objective functions f1(x), …, fK(x), x = Initialize the bat population xi (i = 1, 2, …, n) and vi for j = 1 to N (points on Pareto fronts) while (t < Max number of itera...
The Cuckoo Search Algorithm (CSA) is an optimization algorithm inspired by the brood parasitism behavior of cuckoo birds. It mimics the reproductive and br
Jenetics is an Genetic Algorithm, Evolutionary Algorithm, Genetic Programming, and Multi-objective Optimization library, written in modern day Java. It is designed with a clear separation of the several concepts of the algorithm, e.g. Gene, Chromosome, Genotype, Phenotype, Population and fitness Fun...
X.S. Yang Bat algorithm for multi-objective optimisation International Journal of Bio-Inspired Computation, 3 (5) (2011), pp. 267-274 CrossrefView in ScopusGoogle Scholar Yang, 2013 X.S. Yang Multiobjective firefly algorithm for continuous optimization Engineering with Computers, 29 (2) (2013...
Multi-objective Binary Bat Algorithm (MOBBA) [6] is used for feature selection with multiple objectives such as precision, accuracy, false alarm rate, detection rate, specificity, and sensitivity. High precision is equivalent to accuracy and detection rate. The study states that the number of feat...