Hestu Yoga Saksama, director for public relations at the Directorate General of Taxation told reporters in Jakarta on Wednesday that rich taxpayers who did not participate in the tax amnesty programme would pay a much heavier price, including penalties of as much as 200 per cent, Bloomberg News reported.