The singer said the informal offer was made after David Lee Roth's departure from Van Halen and during a time when Perry was considering leaving Journey.
Perry said Van Halen's recent death made him look back fondly on the two-month stint Van Halen spent opening for Journey back in 1978.
"People should know that not only did Van Halen truly make Journey a better band, they made a lot of bands better."