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Unfortunately you need the other parents consent or at the very least they must receive notice and an opportunity to object. Here is a good overview of the process in Illinois. http://info.legalzoom.com/change-babys-last-name-illinois-20011.html
If you have any additional questions just let me know otherwise a positive rating would be greatly appreciated.
Happy to address any further questions.