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Results: A new multi-objective strategy for molecular docking, named as MoDock, is presented to further improve the docking accuracy with available scoring functions. ... Tests of MoDock against the GOLD test data set reveal the multi-objective strategy improves the docking accuracy over the individual scoring functions. ... Acknowledgements The authors gratefully acknowledge financial support for this work from the ...doi:10.1186/s13015-015-0034-8 pmid:25705248 pmcid:PMC4336518 fatcat:v2rwwjhz5fgd5ov7sj32vijcp4