The former Blackpool player underwent a medical last night and has signed a three-year contract.
Wanderers have fought off competition to land Shittu who had been linked with a number of clubs in the Championship.
Meanwhile, Johan Elmander will miss Bolton's final pre-season game against AEK Athens after flying home from their Greek training camp.
The Swedish international was due to feature in the 1-1 draw against Aris Salonika on Monday night.
But his wife went into labour and Elmander received permission to cut short his stay. Tweet

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Quote:
"Wanderers have fought off competition to land Shittu".
Ya, right!
I can see all the Bolton fans with Shittu on the back on their shirts!
Are we to live through this puerile toilet humour all season?
Answer: Yes.
You never know, he might turn out to be 'good Shittu.'