Mr Wilson, described by his family as a "loving and committed husband and father", died from multiple stab wounds following an incident in Manchester Road, Linthwaite , shortly before midnight on Thursday.
Another man, aged 39, was also injured.
Kiyran Earnshaw, 18, of Field Lane, Batley and the 15-year-old boy from Huddersfield, who cannot be named for legal reasons, will appear before Leeds Magistrates Court tomorrow morning.
Earnshaw has also been charged with two offences of possession of a bladed article and a section 18 assault on the 39-year-old man.
The 15-year-old has also been charged with an offence of possession of a bladed article.
A police spokesman said: "West Yorkshire Police would ask members of the public not to speculate on social media on the events of January 16 in order to avoid prejudicing forthcoming court proceedings."