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In addition, inspired by domain knowledge, the initial solution generation method and feasible space identification method are designed to promote the convergence speed of algorithm.
The main idea is based on the efficient use of a genetic algorithm's crossover operator to enhance the speed of algorithm to reach an optimal solution.
The experiments results show that our approach can enhance convergence speed of algorithm and solve the problems that particle swarm algorithm easily falls into the local optimal solution and has low search accuracy.
So, the speed of algorithm is low.
Thus, it can enhance the convergence speed of algorithm, improve efficiency for solution, and avoid the local optimal and precocious defects [32].
Also, the parameters, which are required for calculating balloon energy and the number of iteration in each frame is obtained automatically, so that the speed of algorithm is improved.
Similar(46)
So an appropriate window width h should be chosen considering the requirements for the accuracy and calculating speed of algorithms.
We present larger stepsizes in (31) and (59) than those in Algorithms 2.1 and 2.2 in [15], which leads to a better contraction property and faster convergence speed of Algorithms 3.1 and 3.2.
Fitness function will accelerate convergence speed of the algorithm and avoid the algorithm from being trapped into a local optimum.
The hybrid algorithm combines the exploration speed of immune algorithm with the powerful ability to avoid being trapped in local minimum of hill climbing.
The speed of our algorithm is important since existing algorithms fail to reconstruct half-sibling families when the population size is above a few hundred individuals.
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