Abstract: In image data compression vector quantization has demostrated noticeable performance.The design method for an optimized vector quantizer, however, is rather an expensiveprocess. The paper presents a technique, which, besides being able to improve theoptimizing design algorithm in the design cost and the performance index, can also serveas a fast design method for sub-optimal vector quantizers in real-time systems.