E. Chai, Improved differential evolution algorithm for parameter estimation to improve the production of biochemical pathway. International Journal of Interactive Multimedia and Artificial Intelligence, no.5, 2012.Chong, C.K., Mohamad, M.S., Deris, S., Shamsir, M.S., Choon, Y.W., Chai,...
An Improved Differential Evolution Algorithm for Solving Unconstrained Optimization ProblemsIn this paper, an improved evolutionary differential algorithm named IDE is proposed to solve the classical unconstrained optimization problem. This method uses different search strategies, such as adaptive control of ...
evolutionalgorithm;excellentgroup;mutation;crossover 摘要:针对电力系统无功优化具有非线性、多控制变量、多 约束条件、连续变量和离散变量混杂的特点,提出了一种改 进的差分进化算法。该算法根据进化学习过程中积累的经 验,利用优良群体引导变异的方向,同时提取优良群体各维 元素的信息,以优良群体信息指导个体每一维变量...
Keywords:diferentialevolution;chaoticmapping;trajectoryoptim i zation;onlineoptim i zation;ballandplatesystem l 引 言 轨迹优化的总目标是使运动物体运动到期望目 标点,且在整个过程中不碰到任何一个障碍物,与此 同时尽量使代价最小、路线最短或是运动时间最短. ...
Many real-world engineering problems need to balance different objectives and can be formatted as multi-objective optimization problem. An effective multi-objective algorithm can achieve a set of optimal solutions that can make a tradeoff between differe
Order Reduction of Linear Dynamic Systems Using Improved Generalise Least-Squares Method and Differential Evolution AlgorithmOrder Reduction of Linear Dynamic Systems Using Improved Generalise Least-Squares Method and Differential Evolution AlgorithmNamratha, J. NLatha...
To fully exploit the strong exploitation of differential evolution (DE) and the strong exploration of the estimation-of-distribution algorithm (EDA), an improved differential evolution by hybridizing the estimation-of-distribution algorithm named IDE-EDA is proposed in the study. Firstly, a novel coop...
εconstrained differential evolution (εDE) algorithm is an effective method in dealing with the COPs. However,εDE still cannot obtain more precise solutions. The interaction between feasible and infeasible individuals can be enhanced, and the feasible individuals can lead the population finding ...
perimentshowsthatthisalgorithmhasbetterperformanceofdatasecurityaccess,itcanimprovetheefficiencyoftransmis⁃ sionofclouddata. Keywords:differentialevolution;cloudcomputing;dataaccess;gene 0引言 云计算是将大量网络计算资源、存储资源与软件 资源进行分布式计算处理和网格计算的先进网络数据 处理方法,随着计算网络技术的不...
6, the representative group intelligent evolution algorithm is mainly as follows: Genetic algorithm (GA), Differential Evolution (DE) algorithm , Particle Swarm Optimization (PSO) algorithm, Whale Optimization algorithm (WOA), Grey Wolf Optimizer (GWO), Artificial Bee Colony Algorithm (ABC) algorithm...