Processing of Spatio-Temporal Hybrid Search Algorithms in Heterogenous Environment Using Stochastic Annealing NN Search

Authors

  • K. Balasaravanan Associate Professor, Sree Naranaya Guru College of Engineering and Technology, Payyanur, Kerala, India
  • D. Manivannan Assistant Professor, Veltech Rangarajan Dr.sakthunthala R & D Insitute of science and technology, chennai – 600 062 , India
  • N.K. Manikandan Assistant Professor, Veltech Rangarajan Dr.sakthunthala R & D Insitute of science and technology, chennai – 600 062 , India

DOI:

https://doi.org/10.24297/jac.v12i24.4702

Keywords:

Hybrid search algorithms, spatio-temporal database, Search retrieval, Stochastic NN search, Heterogeneous environment

Abstract

In spatio-temporal database the mixed regions are present in a random manner. The existing work produces the result to create new research opportunities in the area of adaptive and hybrid SLS algorithms. This algorithm develops initialization algorithms which are used only for the homogenous environment. Most current approaches assume, as we have done here, only the homogenous mixtures. Approach: To overcome the above issue, we are going to implement a new technique termed Stochastic Annealing Nearest Neighbor Search using hybrid search algorithms (SANN- HA) for spatio-temporal heterogeneous environment to retrieve the best solution. It provides enhanced fits for definite run length distributions, and would be useful in other contexts as well. Results: Performance of Stochastic Annealing Nearest Neighbor Search using hybrid search algorithms is to discover different sub explanations using different mixture of algorithms in terms of run length distribution and average time for execution based on data objects. Conclusion: It considers the problem of retrieving the high quality solution from the heterogeneous environment. An analytical and empirical result shows the better result with the efficient hybrid search algorithms of our proposed SANN scheme.

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Published

2016-12-20

How to Cite

Balasaravanan, K., Manivannan, D., & Manikandan, N. (2016). Processing of Spatio-Temporal Hybrid Search Algorithms in Heterogenous Environment Using Stochastic Annealing NN Search. JOURNAL OF ADVANCES IN CHEMISTRY, 12(24), 5583–5593. https://doi.org/10.24297/jac.v12i24.4702

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Articles