1) Rational
principles, that underlie
nonoptimizing adaptive
behavior of real people
(Simon, 1957)
Annotations:
Introductory notes - start reading here
H. A. Simon :
search for
alternatives,
satisficing,
aspiration
adaptation
R. Selten:
cognitive &
MOTIVATIONAL
bounds
2) Physical Symbol
System
only physical symbol
system is capable of an
intelligent behavior
ability to input, output, store
and modify symbol structures
ability to perform
these action
responding to the
symbols itselfs
H1 : Computers as
physical symbol
systems, can be
programmed to think
H2 : The Human
Brain is at least
a physical symbol
system
Adaptivity
ability to adjust
the response
according to the
requirements of
the task
Because of limits on their
computing speeds and
power intelligent systems
must use approximate
methods to handle most
tasks. Their rationality is
bounded (p.6)
1 blade of scissors :
environment
different approximations =
different solutions
2 blade of scissors :
thinking capacities of
a system
knowledge,
skills, strategy
3) Mechanisms for
rationality -
satisfactory solutions
with modest
computation
Procedural rationality
Recognition - intuition
Heuristics -
rules of thumb
a) clear
structure: search
directly towards
the goal
b) if the structure
is unknown
satisficing
means - end
analysis
Serial pattern
recognition &
organization
4) Thinking &
Reasoning
Problem-solving
metaphor
goals are achieved
by sequence of
moves through a
problem space
recognition
of the
conditions - action
Reasoning metaphor
goals = sentences
derived from other
sentences
rules of
inference
to derive
new
sentences
4) Cognitive Architecture -
"the whole cognitive man