Exact(14)
To achieve better control of exploration/exploitation searches in both current and memory swarms, we propose two adaptive division of labor modules to self-adaptively divide the swarms into exploration and exploitation sections.
The adaptive division, deleting, and reduction operations are shown in Sect.
Unfortunately, the performance of the adaptive division rapidly deteriorates with increasing n, as shown in Fig. 3.
This paper takes an adaptive division operation, which extends the standard bisection in the normally used exhaustive subsection principle.
From numerical results, we can see that the adaptive division acquires less time required by bisection for each program.
Based on the above results, it is easy to see that the adaptive division has many advantages over the usual bisection in the computation.
Similar(46)
The trial was anticipated to use a variety of new technologies including large-scale MIMO, adaptive time division duplexing (TDD), beam forming, and extensible waveform technology based on OFDM.
Blum and Eskandarian proposed a link-layer protocol, called adaptive space-division multiplexing (ASDM) for intervehicle communications [6].
Proportional fair resource allocation plays a critical role to enhance the performance of slow adaptive orthogonal frequency division multiple access (OFDMA) system.
Contrastingly, models that explicitly analyze the adaptive value of division of labor (Wakano et al. 1998; Wahl 2002; Tannenbaum 2007), tend to neglect the behavioral mechanisms behind it, treating individual task specialization and task generalization as fixed behavioral strategies.
In this paper, a matrix modular neural network (MMNN) based on task decomposition with subspace division by adaptive affinity propagation clustering is developed to solve classification tasks.
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