We give a survey of papers on the numerical simulation of the sheath plasma using the particle-in-cell method. We study the problem of the behavior of a plasma bounded in the longitudinal direction of an absorbing wall. The model studied contains charged particles (electrons and ions) 1. Introduction. Under laboratory conditions a plasma is always bounded by surfaces of a suitable device. The study of the processes in the sheath layer occupies a significant place in the studies of plasma physics. The importance of this problem is due to the large number of different applications among which one may mention electrostatic probes, divertor and limiter tokamak plates, thermoemission energy transformers, plasma electrons, and ion particle sources, plasma technology processes, and so forth.In the present paper we study a one-dimensional plasma model consisting of electrons and single-charge ions. In the longitudinal direction the system is bounded by absorbing walls. Due to their greater mobility the electron flux across any section of plasma is so much larger than the ion flux that the condition of approximately equal exit of electrons and ions from the plasma region (the condition of steady state of the system) leads to a plasma potential that is positive relative to the walls. The electrostatic potential varies only weakly in the plasma region, where the ion and electron densities are approximately equal (quasi-neutrality of the plasma). Near the absorbing surface a region approximately several Debye lengths in extent forms, in which the quasi-neutrality of the plasma is significantly violated, and in which a sharp potential drop occurs. The electric field is significantly different from null in this sheath region, which is called the Langmuir (or Debye) region.The basic problem in the theoretical study of a plasma with bounding walls is the study of the very complicated structure of the sheath regions, which to a significant degree is determined (in the absence of an external magnetic field) by the Knudsen number Kn -L/L and the Debye number De =-~.JL. Here ~. is the effective length of free travel of particles, ~-o is the Debye length, and L is the characteristic macroscopic dimension of the problem (the length of the region). A case of practical interest is the case Kn << 1, De << 1. Here the region containing the charged particles can be divided into a quasi-neutral hydrodynamic part and a thin sheath layer of bulk charge. Usually in a gas-discharge plasma the inequalities L >> L >> L D hold. In this case a collisionless protective layer forms around the absorbing wall, to which the strongly nonequilibrium quasi-neutral Knudsen layer is adjacent. Depending on the problem in question we use different models for describing the plasma. Far away from the wall (at distances that exceed several free travel lengths) the plasma is quasi-neutral and collisional, and the distribution function of the velocities of the particles is nearly Maxwell. In this region we use hydrodynamic models or the diffusion approximation to...