The simulation results indicate that this algorithm not only guarantees global convergence, but also improves the converging rate and the stability effectively.
仿真结果表明，该算法不仅保证了全局收敛性，而且大大提高了算法的收敛速度和稳定性。
In this paper we describe an interior algorithm with global convergence of the general optimization problem.
该篇论文针对约束最优化的一般性问题，提出一种具有全局收敛性的内点算法。
The experimental results show that the new algorithm has better global convergence, and also has higher speed-up ratio.
实验结果表明，该算法不仅具有较好的全局收敛性，而且具有较高的加速比。
Also the proof of global convergence of the algorithm is presented, which is of value for discussions of convergence of more general algorithms.
还证明了该算法的总体收敛性，其证明方法对一般迭代算法的收敛性讨论具有参考价值。
A global convergence is proved by analysis of Markov chain.
通过马尔可夫链的分析，证明它是全局收敛的。
At the same time, theorems about global convergence are verified.
同时证明了全局收敛定理。
The method is simple and practical and has the feature of global convergence.
该方法简单、实用，并且具有全局收敛的特点。
Under weaker assumptions, we prove the global convergence properties of the method.
在较弱的条件下，我们证明了算法的全局收敛性。
The numerical example shows the effectiveness and global convergence of the method.
数值实例显示了该方法的高效性与大范围收敛性。
A neural network model with the global convergence is proposed and studied in this paper.
本文提出并研究了一种具有全局收敛特性的神经网络模型。
The global convergence and linear convergence rate are proved under some mild conditions.
一些温和的条件下证明了全局收敛性和线性收敛速率。
Under some conditions, the global convergence and the super-linear convergence are proven.
在一定的假设条件下，证明了该算法的全局收敛性和超线性收敛。
Genetic Algorithms, as a good optimization method, have features of robustness and global convergence.
基因遗传算法作为一种优化设计方法具有通用性强、稳定性好以及全局收敛等特性。
Under the general assumption, the algorithm of global convergence and superlinear convergence are proved.
在一般假设条件下，证明了算法的全局收敛性和超线性收敛性。
This paper presents a wide line search and gives a new conjugate gradient method, with global convergence.
本文对该算法中的线搜索进行了推广，提出了一种新的非线性共轭梯度算法并证明了其全局收敛性。
The immune algorithm has better global convergence and very strong self-adaptive ability to the environment.
免疫算法具有较好的全局收敛性和很强的自适应环境的能力。
Both line search and trust region algorithm are well-accepted methods in the optimization to assure global convergence.
线性搜索方法和信赖域方法是保证最优化问题的整体收敛性的两种基本策略。
For very general single location on a closed convex domain, propose a combining algorithm which has global convergence.
针对一般具闭凸集约束的单址选址模型，提出具全局收敛性的组合算法。
We prove that the algorithm is well defined and the global convergence of method is obtained without regular conditions.
第四章我们首先证明了算法是有定义的，其次在没有正则性条件的假设下证明了算法的全局收敛性。
With the improved algorithm, the multiple hump function can be dealt with efficiently and the goal of global convergence achieved.
改进后的算法在提高精度的同时能够达到全局收敛，并能有效地处理多极值问题。
The global convergence and local superlinear convergence of the method are established by introducing new approximation techniques.
由于引进了新的逼近技术，该方法具有全局收敛性和局部超线性收敛性。
We defined the new quasi-cone condition, established the homotopy equation and proved the global convergence of this homotopy method.
通过对可行域定义新的拟锥条件，给出相应同伦方程，并证明此同伦算法在此拟锥条件下具有全局收敛性。
It is shown that this method possesses global convergence and the penalty parameters are adjusted only finite times under mild conditions.
在较为温和的条件下证明了方法的全局收敛性，及罚参数只需进行有限次调整。
The results show that IPSO can improve the global convergence performance of traditional PSO greatly, heighten the accuracy of the solution.
计算实例表明改进型粒子群优化算法大大改善了传统PSO算法的全局收敛性能，解的精度提高了很多。
The results show that IPSO can improve the global convergence performance of traditional PSO greatly, heighten the accuracy of the solution.
计算实例表明改进型粒子群优化算法大大改善了传统PSO算法的全局收敛性能，解的精度提高了很多。
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