The production rates as a function of xi(p) for the identified hadrons pi, K and p have been measured by DELPHI in inclusive hadronic Z(0) decays, as well as separately in decays into light and heavy flavors. The RICH detector (Ring Imaging Cerenkov detector) of DELPHI was used to identify charged hadrons. The vertex detector was used to tag high-purity samples of light and heavy quark flavour events. The results, based on a data sample of 1 400 000 Z(0) decays collected by DELPHI during 1994, have been compared with the predictions from the JETSET parton shower model and the HERWIG cluster fragmentation model. In general, JETSET describes the measured spectra better. In particular, HERWIG seems to fail in the case of the proton spectra in all flavor samples; overestimates the spectra for all charged particles, pions and kaons in Z(0) --> b (b) over bar events and underestimates the corresponding spectra in Z(0) --> u (u) over bar,d (d) over bar,s (s) over bar events. The DELPHI results on pions, kaons and protons in the inclusive flavor sample agree well with the results from the ALEPH and SLD collaborations, whereas the proton spectrum in the low xi(p), region is in disagreement with the results from the OPAL collaboration. The particle multiplicities in Z(0) --> q (q) over bar, Z(0) --> b (b) over bar and Z(0) --> u (u) over bar, d (d) over bar, s (s) over bar events nave been measured; Improved results were obtained for kaons and protons in the inclusive and b samples and new results were obtained on the multiplicity of pions, kaons and protons in Z(0) --> u (u) over bar, d (d) over bar, s (s) over bar events and on the multiplicity of pions in Z(0) --> b (b) over bar events.