Week 1 Flashcards
What is LINEAR ALGEBRA (LA)?
The study of VECTOR SPACES and LINEAR TRANSFORMATIONS between them.
What are VECTOR SPACES?
A set of mathematical objects that can be added together and scaled (multiplied by a number)
What is a LINEAR TRANSFORMATION?
A special map that preserves addition and scaling
What does the symbol “ ℝ “ stand for?
ℝ means “THE SET OF REAL NUMBERS”
What does the symbol “ ∈ “ stand for?
∈ means “IS AN ELEMENT OF”
What do these mean?
i• 1 ∈ ℝ ii• -4 ∈ ℝ iii• -5/7 ∈ ℝ iv• √2 ∈ ℝ v• π ∈ ℝ
i• 1 ∈ ℝ ► “1 is an element of the set of real #s”
ii• -4 ∈ ℝ ► “-4 is an element of the set of real #s”
iii• -5/7 ∈ ℝ ► “-5/7 is an element of the set of real #s” iv• √2 ∈ ℝ ► “√2 is an element of the set of real #s”
v• π ∈ ℝ ► “π is in the set of real numbers”
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What are SCALARS?
a quantity specified by a single number
denoted by plain letters such as α, β , ….
What types of symbols are used to denote SCALARS?
scalars are denoted by PLAIN LETTERS such as α, β , ….
Supposing P & Q are statements that can either be True or False. Translate what these statements mean:
i• P => Q ii• P <= Q iii• P <=> Q
i• P => Q ► “If P then Q” or “P implies Q”
ii• P <= Q ► “P if Q” or “Q implies P”
iii• P <=> Q ► “P if and only if Q” i.e. P & Q are equivalent
What is a VECTOR?
Geometrically, a vector is a DIRECTIONAL LINE SEGMENT. A vector is a quantity that is characterised by its MAGNITUDE (length) and DIRECTION.
What are the characteristics of a VECTOR?
MAGNITUDE
DIRECTION
What do NOT CHARACTERISE VECTORS?
The LOCATION of the vector on the plane
List 3 examples of SCALAR quantities
Distance (e.g 60 km)
Speed (e.g. 60 km/hr)
Mass (e.g. 60 kg)
List 3 examples of VECTOR quantities
Displacement (e.g. 60km NORTH EAST)
Velocity (e.g. 60km/hr NORTH EAST)
Acceleration (e.g. 60km/hr^2 SOUTH)
Weight (force due to gravity; 900Newtons)