FILED PURSUANT TO RULE 497(e) REGISTRATION FILE NO. 33-40682 October 31, 1997 THE LAZARD FUNDS, INC. Supplement to Prospectus Dated November 1, 1997 The Lazard Funds, Inc. currently is not offering Lazard High Yield Portfolio.