A　new　idea　and　approach　which　combined　the　experience　of　modern　control　theory　and　the　advantage　of　intelligent　control　was　developed　to　generate　fuzzy　rules　for　structural　vibration　control　by　learning　from　examples.　The　procedure　of　extracting　fuzzy　rules　was　provided.　Some　fuzzy　controllers　were　developed　using　two　input　variable　and　one　output　variable　for　a　five-storey　frame　controlled　by　an　active　mass　damper.　The　simulation　results　show　good　performances　by　these　fuzzy　controllers.　Moreover,　the　study　on　the　benchmark　building　regarding　the　vibration　control　of　tall　building　under　wind　excitation　using　fuzzy　controller　was　reported.　The　fuzzy　controller　was　found　to　be　significantly　more　effective.　The　proposed　method　is　referential　to　the　design　of　fuzzy　controller　and　can　provide　a　necessary　foundation　for　the　practical　structural　control.