In the HGA , heuristic algorithm is used to produced initial population , self-adaptive parameter are used in copy operator, crossover operator and mutation operator .
混合遗传算法在产生初始种群时引入启发式方法，采用自适应遗传参数和交替使用两种交叉算子；
It adopts 2-interchange mutation operator in ant colony algorithm to increase its ability of local search and to improve the quality of the solution.
该算法通过在蚁群算法中引入遗传算法的2 -交换变异算子，增强了算法的局部搜索能力，提高了解的质量。
The Elitist model is utilized to ensure the stable convergence, and the Gaussian mutation operator is used to enhance the local search ability around every peak value.
采用最优保存策略和高斯变异算子，保证算法的稳定收敛和提高算法在每个峰值附近的局部搜索能力。
It is composed of a simple and general purpose dynamic scaled fitness and selection operator, crossover operator, mutation operators and adaptive probabilities for these operators.
它由一种简单、适应面广的动态刻度适应值和选择算子、杂交与变异算子，以及这些算子相应的自适应概率组成。
Heuristics mutation operator and local search scheme are designed in the algorithm.
该算法采用新的启发式变异算子和局部搜索算子。
Its main operators include coding way, selecting operator, cross operator, mutation operator and adopting elites to keep the tactics.
其主要算子包括：编码方式、选择算子、交叉算子、变异算子及采用精英保留策略。
The methods we proposed include adding deterministic simplex searching operation, improving the crossover operator, modifying adaptive crossover probability and adaptive mutation probability.
采用的相关技术包括增加单纯形寻优算子、运用改进的交叉算子、自适应地调整交叉率和变异率等。
The third chapter presents our research on real-code adaptive mutation operator based on the similitude between individuals.
第三章阐述了作者对基于个体间相似性变异算子以及自适应演化算法的研究。
Wheel disk gambling selection operator, adaptive crossover and mutation operators are used as genetic operators.
其中遗传算子分别采用轮盘赌选择算子以及自适应的交叉和变异算子。
Research in basic theory of GA and its application are retrospected and a new mutation operator, combinational mutation, is defined.
回顾遗传算法的理论和应用研究方面的进展，定义了新的变异算子。
In this algorithm, Y-conditional cloud generator is used as the cross operator, and basic cloud generator as the mutation operator.
该算法由正态云模型的Y条件云发生器实现交叉操作，由基本云发生器实现变异操作。
The realized methods of the reproduction operator, cross operator and mutation operator on account of real numeric encoding are suggested.
对基于实数值编码的繁殖算子、交叉算子、变异算子给出了具体的操作方法。
The multi-objective line search operator interacts with selected operator, crossover operator and mutation operator, making global searching and local searching be well actualized.
线搜索算子与遗传算法中的选择算子、交叉算子和变异算子共同作用，使全局搜索和局部搜索都能够很好的实现。
Adjacent mutation operator integrating with integer encoding strategy is presented to avoid the Hamming cliffs by binary encoding strategy.
提出采用与十进制整数编码策略相结合的邻近变异操作算子，以避免二进制编码中的海明悬崖。
According to the detector affinity, different mutation operator and evolve strategy were used to evolve detector set.
根据检测器亲和度，采用了不同的变异算子与进化策略。
Moreover, the mutation operator is added the greed algorithm.
另外，在算法的变异算子中还融合了贪婪算法。
Besides, the thesis also designs the corresponding selection algorithm, crossover operator, mutation operator, and the immune operator for the improvement of the above problems.
并且为上面的改进设计了相应的选择算法、交叉算子、变异算子和免疫算子。
The new algorithm has two main characteristics: first, introduce the Gauss mutation operator of Evolution Strategies (ES) ; second, introduce variable searching subspace.
新算法的主要特点有两个：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。
GA is analyzed and studied deeply in the paper. The ability of neighborhood searching of GA with general mutation operator is weak, and an improved mutation operator is presented in the paper.
本文在对遗传算法进行了仔细分析研究后，针对普通遗传算法变异算子邻域搜索能力较弱的问题进行了改进。
GA is analyzed and studied deeply in the paper. The ability of neighborhood searching of GA with general mutation operator is weak, and an improved mutation operator is presented in the paper.
本文在对遗传算法进行了仔细分析研究后，针对普通遗传算法变异算子邻域搜索能力较弱的问题进行了改进。
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