If you just want to display an icon on the row, don't need to use the linkbutton, just apply some CSS styles on the <button>.
formatter:function(value,row,index)
{
var s = '<button class="icon-edit" onclick="editBomDetail(this)" style="width:16px;height:16px;border:0"></button> ';
return s;
}