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- Instead of the traditional mutation operators,we use parallel mutation to improve the convergence performance. 并采用并行变异代替传统的变异操作以改善算法收敛性能。
- Based on this new code method, the individual in population was coded, and the crossover and mutation operators were adapted to it. 基于此编码方法,对种群中的个体进行编码,并设计了相应的交叉和变异操作。
- Based on these new results not only the classical mutation operators of EP and ES can be obtained, but also new mutation operators can be easily constructed out. 结果表明,利用本文给出的方法,不仅可以构造出目前进化策略和进化规划算法普遍采用的几种变异算子,还可以构造出新的变异算子。
- The algorithm refers to the clonal selection and immune network theory.Double mutation operators are adopted to improve global and local searching ability. 该算法借鉴免疫系统的克隆选择和免疫网络理论,采用双变异算子提高算法的全局和局部搜索能力。
- The amended mutation operator can guarantee the availability of evolution. 通过对变异算子的修改,保证遗传进化的有效性;
- Aiming at the problem that genetic algorithm has difficulty in solving multimodal function optimization, an immune network algorithm is proposed based on double mutation operators. 摘要针对遗传算法难以解决多峰函数优化的问题,提出一种基于双变异算子的免疫网络算法。
- In addition the well-known genetic operators, this study proposed a new mutation operator called dynamic mutation for solving the resident physician scheduling problem. 不仅如此,针对上述住院医师排班问题所需要达成的需求,改良传统基因演算法的步骤-突变,命名为动态突变。
- The effects of Gauss mutation operator and the Cauchy mutation operator on the improved algorithm were compared. 比较了高斯变异和柯西变异这两种变异算子对改进算法的影响。
- The chaos theory was used to dynamically control crossover and mutation operation. 采用混沌优化技术动态控制交又、变异操作;
- System design adopted chiefly crossover operator and mutation operator of genetic algorithm,and it producedsequence encryption using shift,negate,xor. 在系统设计中主要采用遗传算法中的杂交和变异算子,并结合移位、取反、异或等操作生成密钥序列。
- The evolution idea of genetic algorithm including the crossover and mutation operation can improve the speed of searching for the global optimization. 在种群随机搜索过程中嵌入确定性的模式搜索,使得算法同时具有随机性和确定性。
- The crossover operation and cauchy mutation operation are used to enhance the convergence performance and speed of the algorithm. 来用交叉和柯西变异运算,提高了算法的收敛速度和精度。
- Second, a specified mutation operator with calculating decoded values is proposed according to the status of the solution. 首先以等候理论模式建构一个包含多种模组的不稳定制造系统模型,以求出系统之妥善率。
- A forced mutation operation is introduced to deal with the constraint violations caused by crossover and basic mutation operation. 为了避免因遗传算法中交叉和基本变异操作产生违反约束条件的个体,本文提出了一种强制变异方法。
- crossover and mutation operators 杂交及变异算子
- A novel improved particle swarm optimization (PSO) algorithm based on feasible retention strategy and mutation operator is proposed to solve optimal power flow (OPF) problems. 提出了一种新的基于可行保留策略和变异算子的改进粒子群优化算法来求解最优潮流问题。
- The crossover operation and mutation operation of decimal code genetic algorithm and its application in the optimal problem of nonlinear function are discussed in detail. 讨论了十进制编码遗传算法的交叉操作和变异操作方法,以及在上述非线性函数优化问题中的具体应用。
- Through the simulation test, the paper analyses the impact of crossover operator, mutation operator and eliminating near best result operator on the algorithms. 通过仿真实验,本文分析了交叉算子、变异算子及近忧淘汰算于对算法的影响。
- The new algorithm has two main characteristics: first, int roduce the Gauss mutation operator of Evolution Strategies (ES) ; second, introd uce variable searching subspace. 对郭涛算法做了两点改进:一是引入演化策略中的高斯变异算子,二是引入自适应搜索子空间。
- System design adopted chiefly crossover operator and mutation operator of genetic algorithm, and it produced sequence encryption using shift, negate, xor. 在系统设计中主要采用遗传算法中的杂交和变异算子,并结合移位、取反、异或等操作生成密钥序列。