In "Built to Succeed," Phelps will also cover his philosophy on training and competition, as well as his life being raised by a single mother and coping with an attention-deficit disorder, the publisher said.
The book is scheduled to be released in December.
Phelps, 23, became the winningest Olympian ever at this summer's Beijing games, winning eight golds to add to six previous Olympic first-place victories. He holds seven world records.
