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This paper sheds light on the artificial mapping schemes for adaptive network collaboration of cognitive radio networks. The analysis shows that the superiority of the DHT-based overlay is due to its link state aggregation property, which establishes global convergence for link state aggregation among a scalable number of nodes. Recognizing that fuzzy logic inference can better handle uncertainty,...
A novel Hybrid Clustering Algorithm (HCA) that incorporates the K-means into the canonical Immune Programming Algorithm (IPA) is proposed after analyzing the advantages and disadvantages of the classical k-means clustering algorithm in the paper. The theory analysis and experimental results show the algorithm not only avoids the local optima and is robust to initialization, but also increases the...
Genetic algorithm and particle swarm optimization both belong to the evolutionary algorithms; they have much in common, but also have some differences. The paper set out from optimizing many resources, discussed the method of utilizing GA and PSO in detail, in order to equilibrium and optimize the problem of scheduling resources which are limited separately. Through analysis of comparative experiment,...
An evolvable hardware structure and design method on an analogue evolvable trans-conductance filter was presented. Its own technical parameters could be changed with external environmentpsilas real-time changing. The filter has the very good adaptive ability and certain fault-tolerant ability. An improved parallel genetic algorithm with migration strategy based on parallel crossover migration was...
In this paper, we introduce and study a new system of set-valued variational inclusions with (H,η)-monotone operators. We prove the convergence of a new three-step iterative algorithm for this system of set-valued variational inclusions. The results in this paper extend and improve some known results from the literature.
In this paper, we introduce and study a new system of generalized mixed quasi-variational inclusions with (H,η)-monotone operators which contains variational inequalities, variational inclusions, systems of variational inequalities and systems of variational inclusions in the literature as special cases. By using the resolvent technique for the (H,η)-monotone operators, we prove the existence of solutions...
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