The following sections are included:IntroductionFacility Layout ProblemGuided Evolutionary Simulated Annealing ApproachSimulation ResultsConclusionReferences Introduction Facility Layout Problem Guided Evolutionary Simulated Annealing Approach Simulation Results Conclusion References...
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...
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 ...
regarding onvg and spacing performance metrics. since the algorithm is guided randomly, we executed 30 independent runs, and the resultant values were statistically tested using anova and dmrt. the statistical test shows that the significance lies among the moea's on vm placement, stating that the...
Second, we assume that when in an emotionally excited state |e⟩i, the i-th NIA is guided by the following simple rules of behavior. The i-th user can relax and transfer their emotional state to the ground one, |g⟩i. Thus, the quantum-like description of NIA’s cognitive abilitie...
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...
Ahmad, "Efficient Scheduling of Arbitrary Task Graphs to Multi-Processors Using a Parallel Genetic Algorithm," J. Parallel and Distributed Computing, vol. ... KI Ahmad - 《Journal of Parallel & Distributed Computing》 被引量: 290发表: 1997年 User-priority guided Min-Min scheduling algorithm for...
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) ...
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. ...
A Family of Distributed Double Guided Genetic Algorithm for Max_CSPs The International Journal of Knowledge-based and Intelligent Engineering Systems, 10 (5) (2006), pp. 363-376 Google Scholar 5 Bouammama S., Ghedira K. Une nouvelle génération d’algorithmes génétiques guidés distribués...