# Gene regulatory networks using bat algorithm inspired particle swarm optimization

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14,477 citations

### "Gene regulatory networks using bat ..." refers methods in this paper

...Here, in BA-PSO, the initial velocity of the particles has been chosen as 0 similar to that done in BA....

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...The training of the RNN model has been implemented using our proposed BA-PSO algorithm....

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...To reduce the computational burden, these can safely be decomposed (without any loss of generality) into N optimisation subproblems: where (N+2) parameters are to be estimated for each of the N genes individually by PSO....

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...The other optimises the RNN model parameters using the proposed BA-PSO algorithm such that the trained model can mimic the original network dynamics accurately....

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...Also, PSO inspired by the comparatively much newer BA has been used to train the RNN model parameters such that the predicted networks could reproduce the dynamics of the given datasets as closely as possible....

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4,250 citations

### "Gene regulatory networks using bat ..." refers methods in this paper

...Several different approaches such as Boolean networks [5], and S-systems [6] are used to construct GRNs....

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3,528 citations

3,162 citations

617 citations

### "Gene regulatory networks using bat ..." refers methods in this paper

...Several different approaches such as Boolean networks [5], and S-systems [6] are used to construct GRNs....

[...]