In this paper, the authors address the problem of MRTA by putting forward a new automatic clustering algorithm of the robots' tasks based on a dynamic-distributed double-guided particle swarm optimization, namely, ACD GPSO. Design/methodology/approach This approach is made out of two phases: ...
ant colony-based power-aware and performance-guaranteed methodology (PPVMP) is used to optimize the data centre power consumption and improve VM performance in a physical machine. In [4] proposed Energy Efficient Knee point driven Evolutionary Algorithm (EEKnEA) uses the evolutionary algorithm framewo...
As in existing markets, these mechanisms could efficiently allocate resources in a decentralized fashion, guided by local knowledge and decisions rather than by central coordination. Since market devices such as auctions and prices facilitate resource management in human societies, one might expect them ...
It has been recognized in literature that during the evolutionary process the employment of distributed variants of the DE algorithm and an appropriate setting of its control parameters allow improving the performance. To this end, in this paper we have proposed an innovative adaptive model for setti...
examining the Prisoner’s Dilemma and the Snowdrift game in the framework of the evolutionary games approach performed on a scale-free network. In particular, in37it is demonstrated that cooperation becomes a dominating feature for the entire range of parameters in both games and essentially depends...
Then, we propose to carry out distributed runtime monitoring by capturing critical properties of interest in the form of graph queries, and design a distributed graph query evaluation algorithm for evaluating such graph queries over the distributed runtime model. As the key innovation, our (1) ...
It is nose operons and used the phylogenomic tree as conspicuous that the rhamnose operon is located on an evolutionary backbone (Figure 1). The comparative extrachromosomal elements in more than two-thirds survey shows that attachment of roseobacters, as of the completely sequenced Roseobacter ...
Our Bayesian batch-optimizer naturally produces diverse output parameters that allow for the selection of distinct high-performing solutions and system behaviors, all of which have been equivalently constrained and guided by the high-dimensional shape of its task-dependent objective function. 4. ...
and tetracycline were the top six ARG types that were most likely to co-occur with MRGs. One possible cause for such a discrepancy is that serious metal pollution in the mine sites exerts a directional evolutionary force in the co-selection for ARGs and MRGs [16]. These distinct features ra...
Finally at action 907, the Deployer Agent associated with the target Computing_Resource embodiment performs the aggregation of micro-capability embodiments guided by the Deployment Plan and as explained herein. This results in an executable application deployed into the target Computing_Resource embodiment...