Fitness
Fitness (often denoted w in population genetics models) is a
central concept in evolutionary theory. It describes the
capability of an individual of certain genotype to reproduce,
and usually is equal to the proportion of the individual's genes
in all the genes of the next generation. If differences in
individual genotypes affect fitness, then the frequencies of the
genotypes will change over generations; the genotypes with
higher fitness become more common. This process is called
natural selection.
An individual's fitness is manifested through its phenotype. As
phenotype is affected by both genes and environment, the
fitnesses of different individuals with the same genotype are
not necessarily equal, but depend on the environment in which
the individuals live. However, since the fitness of the genotype
is an averaged quantity, it will reflect the reproductive outcomes
of all individuals with that genotype.

As fitness measures the quantity of the copies of the genes of an
individual in the next generation, it doesn't really matter how the
genes arrive in the next generation. That is, for an individual it is
equally "beneficial" to reproduce itself, or to help relatives with
similar genes to reproduce, as long as similar amount of copies
of individual's genes get passed on to the next generation. Selection
which promotes this kind of helper behavior is called kin selection.
The concept is particularly difficult to understand and frequently
misunderstood; J.B.S. Haldane when discussing it with John Maynard
Smith is reported to have described it as "a bugger".
Because fitness is a coefficient, and a variable may be multiplied by
it several times, biologists may work with "log fitness" (particularly
so before the advent of computers). By taking the logarithm of
fitness each term may be added rather than multiplied. A fitness
landscape, first conceptualized by Sewall Wright, is a way of
visualising fitness in terms of a three-dimensional surface on
which peaks correspond to local fitness maxima; it is often said
that natural selection always progresses uphill but can only do
so locally. This can result in suboptimal local maxima becoming
stable, because natural selection cannot return to the less-fit
"valleys" of the landscape on the way to reach higher peaks.
The related concept of genetic load measures the overall fitness
of a population of individuals of many genotypes whose fitnesses
vary, relative to a hypothetical population in which the most fit
genotype has become fixed.
As another example we may mention the definition of fitness given
by Maynard Smith in the following way: ”Fitness is a property, not
of an individual, but of a class of individuals – for example homozy
gous for allele A at a particular locus. Thus the phrase ’expected
number of offspring’ means the average number, not the number
produced by some one individual. If the first human infant with a
gene for levitation were struck by lightning in its pram, this would
not prove the new genotype to have low fitness, but only that the
particular child was unlucky.” This measure is certainly useful in
breeding programs, but hardly as a basis of a model of an evolution
selecting individuals, because evolution would hardly know if the
individual may be selected or not.