遗传算法(Genetic Algorithm)——基于Java实现 一、遗传算法原理介绍 遗传算法(Genetic Algorithm)是模拟达尔文生物进化论的自然选择和遗传学机理的生物进化过程的计算模型,是一种通过模拟自然进化过程搜索最优解的方法。遗传算法是从代表问题可能潜在的解集的一个种群(population)开始的,而一个种群则由经过基因(gene)编码...
}inttemp=0;int[] array1;int[] array2;// 进行两两交叉运算for(inti=1; i < randomCodeSeqs.size(); i++) {if(i %2==1) { array1 = randomCodeSeqs.get(i -1); array2 = randomCodeSeqs.get(i); crossPoint = random.nextInt(2* codeNum -1) +1;// 进行交叉点位置后的编码调换for(...
int[]maxCode=newint[2*codeNum]; //计算最大适值 for(inti=0;i<2*codeNum;i++){ maxCode[i]=1; } maxFitness=calCodeAdaptiveValue(maxCode); initCodes=initSets; while(true){ for(int[]array:initCodes){ //遗传迭代的终止条件为存在编码达到最大适值 if(maxFitness==calCodeAdaptiveValue(array...
Updated Mar 4, 2025 Java guofei9987 / scikit-opt Star 5.4k Code Issues Pull requests Discussions Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman) ...
But, as we have seen, the programs need not be trees, and similarly the search algorithm does not have to be a genetic algorithm. Other techniques include: local search, Simulated Annealing [221, 222], Differential Evolution [223], Bayesian probability search [224], Estimation-of-Distribution...
After that, a genetic algorithm (GA) is presented to efficiently and effectively solve the problem. The proposed GA has a malleable (flexible) representation that handles all the college timetables at once. It includes repair strategies to always guarantee the creation of a feasible timetable ...
有用户反馈:自己win7系统电脑安装了Java Genetic Algorithm Library,使用系统卸载后,无法确定Java Genetic Algorithm Library是否依然存在残留文件,想了解是否有更方便简单的方法,能确保Java Genetic Algorithm Library可以彻底卸载清除,由于担心如果存在卸载不了或者卸载有残留的话,会占电脑内存,影响电脑性能。 金山毒霸软件...
Choubey et al.," Developing genetic algorithm library using Java for CFG induction", Int. J. Adv. Technol. 2 (1) (2011) 117-128.N.S. Choubey, H.M. Pandey, M.U. Kharat, Developing genetic algorithm library using Java for CFG induction, Int. J. Adv. Technol. 2 (1) (2011) 117...
The experimental environment is Intel(R) Core(TlV0 i3 CPU 2.93GHz, 4GB memory, Windows XP system), and the feature selection algorithm is implemented in Java. In the process of routing request, the transmission of routing information between the source node and the base station has to go thr...
data-sciencecadfinite-element-analysisfinite-element-methodsgeneticalgorithm UpdatedDec 25, 2024 Python Francy93/AI-Projects Star4 Code Issues Pull requests Explore the world of Artificial Intelligence with these Java projects! Implement the Perceptron, DFS for puzzles, and Genetic Algorithm from scratch...