At least according to this:
Is it permissible to smoke a cigarette on Yom Tov?
Chacham Ovadia Yosef addresses this question in the subsequent passage in Halichot Olam, noting that physicians have determined that smoking poses danger to one's health, and one should therefore avoid smoking. The question he addresses concerns someone who had grown accustomed to smoking and has been unable to stop this habit.
Chacham Ovadia rules (listed to audio for precise citation) that a regular smoker who would experience discomfort by refraining from smoking on Yom Tov may smoke on Yom Tov. However, one who does not smoke regularly, and wishes to smoke for enjoyment, rather than to alleviate discomfort, may not smoke on Yom Tov. It should be noted that even when smoking is permissible on Yom Tov, one must light the cigarette from an existing flame, as kindling a flame is forbidden on Yom Tov. Furthermore, he may not extinguish the fire after smoking; he must let the cigarette go out by itself.
http://www.dailyhalacha.com/m/halacha.aspx?id=1174