Abstract
In order to improve the validity of comparative literature research method, a kind of research method for comparative literature based on neural network eco-criticism theory system is proposed. Firstly, assessment indicator system of comparative literature research based on eco-criticism theory is established by social benefit, economic benefit, influence and writer information and other indicators; secondly, factors proportion of ecology assessment indicator for comparative literature is carried out by introducing neural network, and at the same time, in order to improve the validity of neural network algorithm, the parameter optimization setting of neural network algorithm is achieved by designed differentiation Gauss double-orientated differential evolution algorithm; finally, the validity of proposed method is verified by simulation experiment in comparative literature research.

Similar content being viewed by others
References
Grimmer, J., Stewart, B.M.: Text as data: the promise and pitfalls of automatic content analysis methods for political texts. Polit. Anal. 21(3), 267–297 (2013)
Poloczanska, E.S., Brown, C.J.: Global imprint of climate change on marine life. Nat. Clim. Change 3(10), 919–925 (2013)
Arora, S., Rajwade, J.M., Paknikar, K.M.: Nanotoxicology and in vitro studies: the need of the hour[J]. Toxicol. Appl. Pharmacol. 258(2), 151–165 (2012)
Damrauer, N.H., Boussie, T.R., Martin Devenney, A., et al.: Effects of intraligand electron delocalization, steric tuning, and excited-state vibronic coupling on the photophysics of aryl-substituted bipyridyl complexes of Ru(II). J. Am. Chem. Soc. 119(35), 8253–8268 (2016)
Vallada, E., Ruiz, R.: A genetic algorithm for the unrelated parallel machine scheduling problem with sequence dependent setup times. Eur. J. Oper. Res. 211(3), 612–622 (2011)
Kesidou, E., Demirel, P.: On the drivers of eco-innovations: empirical evidence from the UK. Res. Policy 41(5), 862–870 (2012)
He, Z., Wang, N., Fishman, M., et al.: Dynamic agency and the theory of investment. J. Financ. 67(6), 2295–2340 (2012)
Jeynes, W.: A meta-analysis of the efficacy of different types of parental involvement programs for Urban students. Urban Educ. 47(47), 706–742 (2012)
Ungar, M., Liebenberg, L.: Assessing resilience across cultures using mixed methods: construction of the child and youth resilience measure. J. Mix. Methods Res. 5(2), 126–149 (2011)
Huang, C., Notten, A., Rasters, N.: Nanoscience and technology publications and patents: a review of social science studies and search strategies. J. Technol. Transf. 36(2), 145–172 (2011)
Chiu, S.C., Sharfman, M.: Legitimacy, visibility, and the antecedents of corporate social performance: an investigation of the instrumental perspective. J. Manag. 37(6), 1558–1585 (2011)
Kruschke, J.K., Aguinis, H., Joo, H.: The time has come bayesian methods for data analysis in the organizational sciences. Organ. Res. Methods 15(4), 722–752 (2012)
Liu, S., Cai, C., Zhu, Q., Arunkumar, N.: A study of software pools for seismogeology-related software based on the Docker technique. Int. J. Comput. Appl. (2017). https://doi.org/10.1080/1206212X.2017.1396429
Hamza, R., Muhammad, K., Nachiappan, A., González, G.R.: Hash based encryption for keyframes of diagnostic hysteroscopy. IEEE Access. (2017). https://doi.org/10.1109/ACCESS.2017.2762405
Arunkumar, N., Ram Kumar, K., Venkataraman, V.: Automatic detection of epileptic seizures using permutation entropy, Tsallis entropy and Kolmogorov complexity. J. Med. Imaging Health Inform. 6(2), 526–531 (2016)
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Li, J. Evaluation method based on neural network differential evolution. Cluster Comput 22 (Suppl 2), 4869–4875 (2019). https://doi.org/10.1007/s10586-018-2409-3
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10586-018-2409-3