The heating of electrons by time-varying fields is fundamental to the
operation of radio frequency (RF) and microwave discharges. Ohmic heat
ing, in which the phase of the electron oscillation motion in the fiel
d is randomized locally by interparticle collisions, can dominate at h
igh pressures. Phase randomization can also occur due to electron ther
mal motion in spatially inhomogeneous RF fields, even in the absence o
f collisions, leading to collisionless or stochastic heating, which ca
n dominate at low pressures. Generally, electrons are heated collision
lessly by repeated interaction with fields that are localized within a
sheath, skin depth layer, or resonance layer inside the discharge. Th
is suggests the simple heating model of a ball bouncing elastically ba
ck and forth between a fixed and an oscillating wall, Such a model was
proposed originally by Fermi to explain the origin of cosmic rays. In
this review, Fermi acceleration is used as a paradigm to describe col
lisionless heating and phase randomization in capacitive, inductive, a
nd electron cyclotron resonance (ECR) discharges. Mapping models for F
ermi acceleration are introduced, and the Fokker-Planck description of
the heating and the effects of phase correlations are described, The
collisionless heating rates are determined in capacitive and inductive
discharges and compared with self-consistent (kinetic) calculations w
here available. Experimental measurements and computer simulations are
reviewed and compared to theoretical calculations. Recent measurement
s and calculations of nonlocal heating effects, such as negative elect
ron power absorption, are described. Incomplete phase randomization an
d adiabatic barriers are shown to modify the heating in low pressure E
CR discharges.