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Beginning Math and Physics For Game Programmers

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Chapter 1. Points and Lines (已看)

Chapter 2. Geometry Snippets (已看)

Chapter 3. Trigonometry Snippets (已看)

Chapter 4. Vector Operations (已看)

Chapter 5. Matrix Operations (已看)

Chapter 6. Transformations (已看)

Chapter 7. Unit Convensions (已看)

Chapter 8. Motion in One Dimension (已看)

Chapter 9. Derivative Approach to Motion in One Dimension (已看)

Chapter 10. Motion in Two and Three Dimensions (已看)

Chapter 11. Newton‘s Laws (已看)

Chapter 12. Energy (已看)

Chapter 13. Momentum and Collisions

Chapter 14. Rotational Motion

Appendix B. Suggested Reading

 

Chapter 1. Points and Lines

  The Point Defined

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// Some various data types which can be used to store points
// 1. an array of floats. The advantage lies in speed, ease, and low
//  memory cost
float 3dPoint[3];

// 2. a structure holding 3 floats. The advantage lies in the 
// ability to overload operators and define functions
struct 3dPoint {
    float x, y, z;
    // The overloaded addtion operator
    3dPoint operator+(const 3dPoint & P2) const {
        3dPoint temp = {
            this->x + P2.x,
            this->y + P2.y,
            this->z + p2.z
        };
    
        return temp;
    }
};

3dPoint A, B, C;
C = A + B;l
View Code

  The Line Defined

  Properties of Lines

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// purpose: calculate the slope of a line given 2 points
// input: P1 - an array of 2 floats representing point 1
//          P2 -  an array of 2 floats representing point 2
// output: the slope between our 2 points
float slopeBetweenPoints(float * P1, float * P2) {
    return (P2[1] - P1[1]) / (P2[0] - P1[0]);
}
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// purpose: to determine the slope of the line perpendicular to 
// ourselves
// input: slope - the slope of our line
// output: the slope of a line perpendicular to us
float perpSlope(float slope) {
    return -1 / slope;
}
View Code
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// purpose: to determine whether two lines are perpendicular 
// input: slope1 - the slope of the first line
//           slope2 - the slope of our second line
// output: true if the lines are perpendicular, else false
bool arePerp(float slope1, float slope2) {
    if (slope1 * slope2 == -1) {
        return true;
    
    return false;
}
View Code

For any line in standard form, Ax + By = C, the slope m = -A / B;

Slope-intercept form: y = mx + b;

Point-slope form: (y - y1) = m(x - x1), where (x1, y1) is a point on the line

  Applications in Collision Detection

  Self-Assessment Solutions

Chapter 2. Geometry Snippets

  Distance Between Points

  Parabolas

A Parabola with a Vertical Axis  y = a(x - h)2 + k, with vertex (h, k) and axis of symmetry x = h

A Parabola with a Horizontal Axis  x = a(y - k)2 + h, with vertex (h, k) and axis of symmetry y = k

  Circles and Spheres

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struct circle {
    float center[2];
    float radius;
};

struct sphere {
    float center[3];
    float radius;
};
View Code

The Equation of a Circle (x - h)2 + (y - k)2 = r2 where the center is (h, k) and the radius is r

Equation of a Circle Centered at the Origin x2 + y2 = r2 where the center is (0,0) and the radius is r

Equation of a Sphere (x - h)2 + (y - k)2 + (z - l)2 = r2 where the center is (h,k,l) and the radius is r

Equation of a Sphere Centered at the Origin x2 + y2 + z2  where the center is (0, 0, 0)  and the radius is r

  Applications in Collision Detection

  Visualization Experience: Collision Detection

  Self-Assessment Solutions

Chapter 3. Trigonometry Snippets

  Degrees Versus Radians

  Trigonometric Functions

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// purpose: to calculate the angle between 2 objects in 2D space
// input: P1 - the location of the first object
//           P2 - the location of the second object
// output: the angle between the objects in degrees
float calcAngle2D(float * P1, float * P2) {
    // Calculate our angle
    float angle = (float)atan((P2[1] - P1[1]) / (P2[0] - P1[0])) * RadToDeg;
    // In the event that the angle is in the first quardrant
    if (P2[1] < P1[1] && P2[0] > P1[0])
        return ang;
    // In the event of second or third quadrant
    else if ((P2[1] < P1[1] && P2[0] < P1[0]) || (P2[1] > P1[1] && P2[0] < P1[0]))
        return arg + 180;
    // If none of the above, it must be in the fourth
    else 
        return arg + 360;
}
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  Trigonometric Identities

Unit Circle Identity  cos2a + sin2a = 1

Tangent and Cotangent  tan a = sin a / cos a  cot a = cos a / sin a

Negative Angles  sin(-a) = -sin a  cos(-a) = cos a  tan(-a) = -tan a

Sum and Difference Identities for Sine  sin(a1 + a2) = sina1cosa2 + cosa1sina2  sin(a1 - a2) = sina1cosa2 - cosa1sina2

Sum and Difference Identities for Cosine  cos(a1 + a2) = cosa1cosa2 - sina1sina2  cos(a1 - a2) = cosa1cosa2 + sina1sina2

  Using Math Libraries in C++

  Self-Assessment Solutions

Chapter 4. Vector Operations

  Vector Versus Scalar

Vector Versus Scalar  Scalar = magnitude only  Vector = magnitude + direction

Displacement is the vector version of distance, and velocity is the vector version of speed

  Polar Coordinates Versus Cartesian Coordinates

  Vector Addition and Subtraction

  Scalar Multiplication

  Dot Product

The Dot Product in 2D  A?B = a1b1 + a2b2 for any 2D vectors A = [a1 b1] and B = [b1 b2].

The Dot Product in 3D  A?B = a1b1 + a2b2 + a3bfor any 3D vectors A = [a1 b1 c1] and B = [b1 b2 b3]

Perpendicular Check  if A?B = 0, A perp B

Positive or Negative Dot Product  if A?B < 0 (negative), q > 90  if A?B > 0 (positive), q < 90 where q is the angle between vectors A and B

  Cross Product

Cross Product  A x B = [a2b3 - a3b2 a3b1 - a1b3 a1b2 - a2b1] for any two vectors A = [a1 a2 a3] and B = [b1 b2 b3]

Perpendicular Vectors A x B is perpendicular to both vectors A and B

Surface Normal  Surface normal = (AXB)unit = AXB / ||AXB||

  Visualization Experience

  Self-Assessment Solutions

Chapter 5. Matrix Operations

  Equal Matrices

Equal Matrices  Two matrices are equal if 1.Both matrices have equal dimensions  2. All corresponding entries are equal

  Matrix Addition and Subtraction

  Scalar Multiplication

  Matrix Multiplication

  Transpose

  Visualization Experience

  Self-Assessment Solutions

Chapter 6. Transformations

Transformations is really just a fancy word for moving objects around in your world.It encompass movement such as forward and backward or up and down motion,scaling objects larger or smaller, and even rotating objects.

The term affine is indicates that the essential shape of the object being moved is preserved.  

  Translation

The fancy name for moving objects in directions is translation

2D Translation by Addition  (x y)t  = (x y)t + (dx dy)t 

3D Translation by Addition  (x y z)t  = (x y z)t + (dx dy dz)t 

2D Translation by Multiplication 技术分享图片  where dx = change in x and dy = change in y.

Notice that the old point and the new point have an extra 1 on the end. It‘s not actually part of the point, but it needs to tag along for the matrix math to work

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Matrix3X1 translate2DByMultiplication(Matrix3X1 start, float dx, float dy) {
    Matrix3X3 temp;
    Matrix3X1 result;

    // Zero out the matrix
    temp = createFixed3X3Matrix(0);

    // setup the 3x3 for multiplication
    temp.index[0][0] = 1;
    temp.index[1][1] = 1;
    temp.index[2][2] = 1;

    // put in the translation amount
    temp.index[0][2] = dx;
    temp.index[1][2] = dy;
    
    result = multiplyMatrixNxM(temp, start);
    return result;
}
View Code

3D Translation by Multiplication技术分享图片 where dx = change in x, dy = change in y, and dz = change in z

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Matrix4X1 translate3DByMultiply(Matrix start, float dx, float dy, float dz) {
    Matrix4X4 temp;
    Matrix4x1 result;

    // Zero out the matrix
    temp = createFixed4X4Matrix(0);
    
    // setup the 4X4 for multiplication
    temp.index[0][0] = 1;
    temp.index[1][1] = 1;
    temp.index[2][2] = 1;
    temp.index[3][3] = 1;

    // put in the translation amount
    temp.index[0][3] = dx;
    temp.index[1][3] = dy;
    temp.index[2][3] = dz;

    result = multiplyMatrixNxM(temp, start);
    return result;
}
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  Scaling

Matrix multiplication can also be used to scale objects in your game. Just like translation,if you scale each individual vertex, you end up scaling the whole object.

2D Scaling 技术分享图片 where Sx = scale factor in the x direction and Sy = scale factor in the y direction

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Matrix3X1 scale2DByMultiplication(Matrix3X1 start, float dx, float dy) {
    Matrix3X3 temp;
    Matrix3X1 result;
    
    // Zero out the matrix
    temp = createFixed3X3Matrix(0);

    // setup the 3X3 for multiplication
    temp.index[0][0] = dx;
    temp.index[1][1] = dy;
    temp.index[2][2] = 1;

    result = multiplyMatrixNxM(temp, start);
    return result;
}
View Code

3D Scaling 技术分享图片 where Sx = scale factor in the x direction, Sy = scale factor in the y direction, and Sz = scale factor in the z direction

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Matrix4X1 scale3DByMultiply(Matrix4X1 start, float dx, float dy, float dz) {
    Matrix4X4 temp;
    Matrix4X1 result;

    // Zero out the matrix to make sure nothing is left uninitialized
    temp = createFixed4X4Matrix(0);

    // setup the 3x3 for multiplication
    temp.index[0][0] = dx;
    temp.index[1][1] = dy;
    temp.index[2][2] = dz;
    temp.index[3][3] = 1;

    result = multiplyMatrixNxM(temp, start);
    return result;
}
View Code

  Rotation

There are actually two different approaches to rotating objects. One method uses quaternions, but the math is complex. The other method is very similar to that of scaling and translating,because it uses a similar matrix equation.This second method is called Euler rotation

2D Rotation 技术分享图片 where q is the angle of rotation

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Matrix3X1 rotate2D(Matrix3X1 start, float theta) {
    Matrix3X3 temp;
    Matrix3X1 result;
    // Zero out the matrix
    temp = createFixed3X3Matrix(0);
    // place the needed rotational values into the matrix
    temp.index[0][0] = cos(DegreesToRads(theta));
    temp.index[1][1] = cos(DegreesToRads(theta));
    temp.index[2][2] = 1;
    temp.index[0][1] = -1 * sin(DegreesToRads(theta));
    temp.index[1][0] = sin(DegreesToRads(theta));
    temp.index[2][2] = 1;
    result = multiplyMatrixNxM(temp, start);
    return result;
}
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Notice that the xy plane is the same as the flat 2D plane you‘re used to working for the computer screen. Because there are three separate planes to rotate within, there are three separate rotation matrices for 3D

3D Rotation About the Z-Axis(Roll) 技术分享图片 where q is the angle of rotation.  

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Matrix4X1 rotate3DZ(Matrix4X1 start, float theta) {
    Matrix4X4 temp;
    Matrix4X1 result;

    // Zero out the matrix
    temp = createFixed4X4Matrix(0);
    
    // put the needed rotation values into the matrix from theta
    temp.index[0][0] = cos(DegreesToRads(theta));
    temp.index[1][1] = cos(DegreesToRads(theta));
    temp.index[2][2] = 1;
    temp.index[3][3] = 1;

    temp.index[0][1] = -1 * sin(DegreesToRads(theta));
    temp.index[1][0] = sin(DegreesToRads(theta));

    result = multiplyMatrixNxM(temp, start);
    return result;
}
View Code

  Concatenation

Concatenation is just a fancy name for combining transformation matrices into a single combo matrix.

This process can be used for any combination of translation,scaling, and rotation, not just the examples mentioned earlier. Any time you plan to perform more than one transformation within the same frame, you can save a lot of processor time by combining them.

It might take you more time up front when you‘re coding, but it will greatly enhance performance when the game is running

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Matrix4X4 createRotationCombo(float thetax, float thetay, float thetaz) {
    Matrix4X4 X,Y,Z,temp,result;
    
    X = createFixed4X4Matrix(0.0f);
    Y = createFixed4X4Matrix(0.0f);
    Z = createFixed4X4Matrix(0.0f);
    temp = createFixed4X4Matrix(0.0f);
    result = createFixed4X4Matrix(0.0f);

    // place the needed X rotational values into the matrix
    X.index[0][0] = 1;
    X.index[1][1] = cos(DegreesToRads(thetax));
    X.index[2][2] = cos(DegreesToRads(thetax));
    X.index[3][3] = 1;

    X.index[2][1] = -1 * sin(DegreesToRads(thetax)));
    X.index[1][2] = sin(DegreesToRads(thetax));

    // place the needed Y-Axis rotational values into the matrix
    Y.index[0][0] = cos(DegreesToRads(thetay));
    Y.index[1][1] = 1;
    Y.index[2][2] = cos(DegreesToRads(thetay));
    Y.index[2][0] = -1 * sin(DegreesToRads(thetay));
    Y.index[0][2] = 1 * sin(DegreesToRads(thetay));

    // place the needed Z-axis rotational values into the matrix
    Z.index[0][0] = cos(DegreesToRads(thetaz));
    Z.index[1][1] = cos(DegreesToRads(thetaz));
    Z.index[2][2] = 1;
    Z.index[3][3] = 1;

    Z.index[0][1] = -1 * sin(DegreesToRads(thetaz));
    Z.index[1][0] = sin(DegreesToRads(thetaz));

    // Create the single Combo Matrix
    temp = multiply4X4Matrix(Y, X);
    result = multiply4X4Matrix(temp, Z);

    return result;
}
View Code
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Matrix4X1 rotate3DWithCombo(Matrix4X4 combo, Matrix4X1 vertex) {
    Matrix4X1 temp;
    temp = multiplyMatrixNXM(combo, vertex);
    return temp;
}
View Code

2D Combo Matrix For every 2D combo matrix: 技术分享图片 entries with an r store scaling and rotation information, and entries with at store overall translation information.

 

3D Combo Matrix  技术分享图片 entries with an r store scaling and rotation information, and entries with at store overall translation information.

Conversion Between the OpenGL and DirectX Formats AB = BTAT for matrices A and B:技术分享图片

  Visualization Experience

  Self-Assessment Solutions

Chapter 7. Unit Convensions

  The Metric System

  Converting Units Between Systems

  Computer Conversions

  Self-Assessment Solutions

Chapter 8. Motion in One Dimension

  Speed and Velocity

Any time an object is moving, it has some speed. Speed measures how fast an object is moving.If an object has speed, it also has a velocity, which is simply the vector version of speed.

Displacement with Constant Velocity  displacement = velocity * time (D = v * t) for any constant velocity v.

If you chose to ignore direction, the same formula applies to the scalar equivalents: distance = speed * time for any constant speed.

Displacement Between Frames  New_position = Old_position + Velocity * Time where Time is one frame (usually 1 / 30th of a second)

The framerate will most likely not stay constant at 30fps. Most developers calculate a "delta time" by subtracting the system clock‘s value at the last frame simulation from the value at this simulation and then use that as the time factor.

Average Velocity 技术分享图片 for any displacement Dx and time interval t.

  Acceleration

Acceleration 技术分享图片

  Equations of Motion

Equation 1  vf = vi + at final velocity = initial velocity + acceleration * time

Equation 2  v = (vi + vf) / 2 average velocity = (inital velocity + final velocity ) / 2 for constant velocity only

Equation 3  Dx = 1/2(vi + vf)t displacement = 1/2(inital velocity + final velocity) * time

Equation 4  Dx = vi * t + 1/2*a*t2 displacement = inital velocity * time + 1/2 acceleration * time2

Equation 5  vf2 = vi2 + 2aΔx final velocity2 = initial velocity2 + 2 * acceleration * displacement

  Visualization Experience

  Self-Assessment Solutions

Chapter 9. Derivative Approach to Motion in One Dimension

  Visualizing Velocity and Derivative

Average Velocity  v = (f(b) - f(a)) / (b - a)

Instantaneous Velocity  技术分享图片 at t = a for any function f(t) that gives position as a function of time.

Instantaneous Velocity  v = f‘(t) for any position equation that‘s a function of time, f‘(t)

Average Acceleration  a = (f(b) - f(a)) / (b - a) 

Instantaneous Acceleration  技术分享图片 for any function f(t) that gives velocity as a function of time.

Instantaneous Acceleration  a = v‘(t) for any velocity equation that‘s a function of time, v(t)

Instantaneous Acceleration  a = v‘(t) = y‘‘(t) for any velocity equation that‘s a function of time, v(t) and any position equation that‘s a function of time, y(t).

  Visualizing Acceleration and Second Derivative

  Self-Assessment Solutions

Chapter 10. Motion in Two and Three Dimensions

  Using Vectors

2D Displacement  Dr = rf - ri for position vectors ri(initial) and rf(final)

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#include "3Dvector.h"

int main() {
    // Define our 2 vectors
    3Dvector inital(150, 0, 250);
    3Dvector final(400, 250, -300);
    // Calculate our solution
    3Dvector displacement = final - inital;

    return 0;
}
View Code

Let‘s look back at the definition of velocity in one dimension. Velocity is the rate of change of position. In two dimensions velocity is still displacement divided by time. The only difference is that now displacement is a 2D or 3D vector instead of a positive or negative number. This means that to calculate average velocity, you need to divide the vector displacement by the scalar time.

If the vector is in polar coordinates, simply divide the magnitude by time and keep the direction the same. If it‘s in Cartesian coordinates, divide each component by time. In either case , the definition is the same.

Average Velocity in 2D and 3D  技术分享图片 for any displacement vector Dr and time interval t.

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3Dvector averageVelocity(const 3Dvector &Pi, const 3Dvector &Pf, float intervals) {
    // Calculate the displacement between our start and finish
    3Dvector temp(Pf.x - Pf.y, Pf.y - Pi.y, Pf.z - Pi.z);
    // Divide our displacement by our number of intervals
    temp = temp * (1 / intervals);
    // Return our answer
    return temp;
}
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Equations of Motion in 2D and 3D  技术分享图片 for vectors a, vf, vi, and Dx and scalar t.

These three equations are called parametric equations because the are functions of time. You‘ll find that they are used the most in game programming.

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// purpose: calculate final velocity, given initial velocity, acceleration
// and time
// input: vi - initial velocity
//           a - acceleration
//           t -  time
// output: our final velocity
float eqOne_vf(float vi, float a, float t) {
    return vi + a * t;
}

// purpose: calculate change in distance, given final velocity, initial
// velocity, and time
// input: vf - final velocity
//           vi - initial velocity
//           t  - time
float eqTwo_x(float vf, float vi, float t) {
    return 0.5f * (vf - vi) / t;
}

// purpose: calculate change in distance, given initial velocity,
// acceleration, and time
// input: vi - initial velocity
//           t  - time
//            a - acceleration
// output: our change in distance
float eqThree_x(float vi, float t, float a) {
    return vi * t + 0.5f * a * t * t;
}

// purpose: calculate acceleration, given initial velocity,
// change in distance, and time
// input: vi - initial velocity
//            t - change in distance
//            a - acceleration
// output: our acceleration
float eqThree_a(float vi, float x, float a) {
    return (x - vi * t) * 2 / (t * t);
}
View Code

  Projectiles

Any object that has been thrown, kicked, or shot and that is flying through the air is considered a projectile.

Vertical Components of a Projectile 技术分享图片

Horizontal Components of a Projectile技术分享图片

  Visualization Experience

  Self-Assessment Solutions

Chapter 11. Newton‘s Laws

  Forces

Weight   w = mg where m = mass and g = acceleration due to gravity (-9.8 m/s2 on Earth)

While most games won‘t need to differentiate between mass and weight, in extremely detailed games (or any simulation) such a distinction is needed.

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// purpose: to calculate the weight of an object based on its mass
// input: mass - the mass of the object
//           grav  - the amount of constant acceleration due to gravity
// output: an array of 3 floats representing the vector of weight
float * calcWeight3D(float mass, float grav) {
    // This will hold the weight of the object until it returned
    // The value in [1] will be the only number changed, since gravity
    // is only applied along the Y axis
    float weight[3] = {0, 0, 0 };
    // Calculate the weight, it is assumed that grav is a negative number
    weight[1] = mass * grav;
    // Return our answer
    return weight;
}
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Let‘s look a littile closer at mass and weight. The biggest difference between the two is that mass is a scalar quantity, and weight is a vector quantity.Even though we tend to use these two terms interchangeably in everyday language,in physics the are two very different

quantities. The units are often a dead giveaway as to which quantity you are working with.Mass often is measured in either grams or kilograms, whereas weight is measured in pounds or newtons.

You might not be familiar with newtons, so let‘s define this new unit. If mass is measured in kilograms, when you multiply it by the acceleration due to gravity(g = -9.8m/s2) to calculate the object‘s weight on Earth, you end up with the unit of kg * m/s2. This unit is quite 

awkward to say, so it has been named the Newton(written N) after Sir Isaac Newton. Unfortunately, you might be accustomed to approximating weights in pounds, so you might need to convert a weight from pounds to newtons. The conversion factor is 1N = 0.2248lbs.

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  Using Newton‘s Laws to Determine How Forces Affect an Object‘s Motion

Newton‘s First Law  If Fnet = 0, there‘s no change in motion

Newton‘s Second Law  Fnet = ma where m = mass and a = acceleration

Newton‘s Third Law  For every force there is an equal and opposite force, or, when two objects come into contact, they exert equal and opposite forces upon each other

  Self-Assessment Solutions

Chapter 12. Energy

  Work and Kinetic Energy

In physics, work has a very precise definition. Work is equal to force times displacement

Work  W = FDx where Dx = displacement and F = force in the directionfo displacement.

Joule(J)  1J = 1N*m

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float calculateWork(float force, float friction, float displacement) {
    // calculate the difference of the forces
    float netForce = force - friction;
    // multiply by displacement
    float temp = displacement * netForce;
    return temp;
}
View Code
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float caculateAngleWork(vector2D vect, float friction, float displacement) {
    float temp;
    // don‘t forget to convert to rads...
    temp = cos(DegreeToRads(vect.y));
    // calculate the horizontal force;
    float horizForce = vect.x * temp;
    float work = calculateWork(horizForce, friction, displacement);
    return work;
}
View Code
技术分享图片
float calculateAngleWorkFromVector(vector2D initial, vector2D change) {
    vector2D force, displacement, displacementNormal, temp;
    float projectionLength, work;
    // change vectors from Polar to Cartesian
    force = polarToCartesian(initial);
    displacement = polarToCartesian(change);
    // Normalize the displacementNormal
    displacementNormal = normalizeVector(displacement);
    // the length of the project is the dot product of the 
    // force against the displacement normal.
    projectionLength = dotProduct(force, displacementNormal);
    // Let‘s see what that length is
    cout << "Projection Length" << projectionLength << "\n";
    // multiply projection times normalized displacement Vector
    temp = scalarMultiply(projectionLength, displacementNormal);
    // Get back to Polar coordinates to calculate work. Don‘t forget
    // about radians
    temp = cartesianToPolar(temp);
    // Finally, our work is calculated
    work = temp.x * change.x;
    return work;
}
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vector3D normalizeVector(vector3D vect) {
    float mag,square;
    vector3D temp;
    square = squareVector(vect);
    mag = sqrt(square);
    
    temp.x = vect.x/mag;
    temp.y = vect.y/mag;
    temp.z = vect.z/mag;
    return temp;
}
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float dotProduct(vector3D a, vector3D b) {
    vector3D temp;
    float scalar;
    temp.x = a.x * b.x;
    temp.y = a.y * b.y;
    temp.z = a.z * b.z;
    scalar = sumVector(temp);
    return scalar;
}
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Remember that work is a scalar quantity. so as soon as the force and displacement are in the same direction, you can ignore it and simply multiply the magnitudes

 

Kinetic energy is the amount of energy an object has because it is moving. Therefore, the faster it‘s moving, the more kinetic energy it has. In that respect, it‘s very similar to momentum, which is mass times velocity

The definition of kinetic energy is one-half of the mass times the speed squared, 1/2mv2

Kinetic Energy  KE = 1/2mV2 where m = mass and v = speed.

Notice that the definition is based on speed rather than velocity.(Remember that speed is the scalar version of velocity, so it‘s the velocity minus its direction)

技术分享图片
float calculateKineticEnergy(float mass, float speed) {
    float KE;
    KE = (mass/2)*(pow(speed,2));
    return KE;
}
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Work-energy theorem,this theorem states that the net or total work done on an object is equal to the change in it‘s kinetic energy.

Wok-Energy Theorem  W = DKE = KEf - KEi or FΔx = 1/2mvf2 - 1/2mvi2  where the force and displacement are in the same direction, and v is speed

技术分享图片
float calculateWorkEnergy(float force, float mass, float displacement, float velocityInitial) {
    float work,vFinal;
    work = calculateWork(force, displacement);
    vFinal = work/((mass/2 - calculateKE(mass, velocityInitial));
    velocityFinal = sqrt(Final);
    return vFinal;
}
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Gravitational Potential Energy  GPE = mgy where m = mass, g = acceleration due to gravity, and y = height.

There are other types of potential energy, but they are relatively insignificant in terms of motion in a video game, so it‘s safe to ignore them. From this point forward we‘ll juse use PE to represent gravitational potential energy, because it‘s the only type we‘re concerned with

技术分享图片
#define GRAVITY 9.81
float calculatePotentialEnergy(float mass, float height) {
    float PE;
    PE = mass * GRAVITY * height;
    return PE:
}
View Code

Potential Energy and the Conservation Law

Conservation of Mechanical Energy (Simplified)  KEi + PEi = KEf + PEf or 1/2mvi2 + mgyi = 1/2mvf2 + mgyf

Conservation of Mechanical Energy (Modified)  KEi + PEi = KEf + PEf + E0 or 1/2mvi2 + mgyi = 1/2mvf2 + mgyf + E0 where E0 represents other energy (heat/sound)

When you use this modified form, just make sure you extra term for heat and  sound energy is relatively small compared to the other two forms fo energy. This is simple(and fast) cheat for modeling more realistic motion.

  Self-Assessment Solutions

Chapter 13. Momentum and Collisions

  Collision with a Stationary Object

Axis-Aligned Vector Reflection  If the stationary boundary is vertical, vf = [-vix viy] and if the stationary boundary is horizontal, vf = [vix -viy] for incoming velocity vi = [vix viy]

技术分享图片
vector2D axisAlignedCollision(vector2D vect, char b) {
    vector2D temp = vect;
    if (b == v) {
        temp.x = temp.x *= -1;
    } else if (b == h) {
        temp.y = temp.y *= -1;
    }
    
    return temp;
}
View Code

Non-Axis-Aligned Vector Reflection  vf = 2 * P + vi where vi = the incoming velocity and P = the projection of -vi onto the normal of the boundary line

技术分享图片
vector2D nonAxisAlignedCollision(vector2D a, vector2D b) {
    vector2D temp, temp2, temp3, length, reflection;
    float projection;
    temp = normalizeVector(a);
    // reverse the vector
    temp2 = scalarMultiply(-1, b);
    // find the projection length using the dot product
    projection = dotProduct(temp2, temp);
    length = scalarMultiply(projection, temp);
    // the reflection is going to be twice the length
    reflection = scalarMultiply(2, length);
    // sum them all together making sure the reflection is inverted
    temp3 = sumVectors(scalarMultiply(-1, reflection),temp2);
    
    return temp3;
}
View Code
技术分享图片
vector3D nonAxisAlignColl(vector3D a, vector3D b, vector3D velocity) {
    vector3D temp, normal, velocityTemp, velocityFinal, length, reflection;
    velocityTemp = scalarMultiply(-1, velocity);
    float projection;
    temp = crossProduct(a, b);
    // get the surface normal
    normal = normalizeVector(temp);
    // calculate the projection
    projection = dotProduct(velocityTemp, normal);
    // Take the length of the projection against the normal
    length = scalarMultiply(projection, normal);
    // Lets obtain the final vector
    reflection = scalarMultiply(2, length);
    velocityFinal = sumVectors(reflection, velocity);
    return velocityFinal;
}
View Code

  Momentum and Impulse Defined

The first step in the progress of modeling collision between two moving objects is to define a new quantity----momentum.Momentum(p) is defined as mass times velocity. This means that the more massive an object is, the more momentum it has. 

That‘s why it‘s extremely difficult to bring a tractor-trailer to an abrupt stop. Likewise, a large velocity also results in a lot of momentum, so even if you‘re driving a little sports car, it‘s still difficult to stop at 100mph

Momentum  p = mv where m= mass and v = velocity

 

  Modeling Collisions

  Visualization Experience

  Self-Assessment Solutions

Chapter 14. Rotational Motion

  Cicular Motion

  Rotational Dynamics

  Self-Assessment Solutions

Appendix B. Suggested Reading

Math

Dolciani, Mary P. et al.Algebra 2 and Trigonometry. Boston: Houghton Mifflin, 1992.

Finney, Ross L. et al.Calculus: Graphical, Numerical, Algebraic. Reading: Addison-Wesley, 1995.

Lecky-Thompson, Guy.Infinite Game Universe: Mathematical Techniques. Rockland: Charles River Media, 2001.

Leduc, Steven A.Linear Algebra. Lincoln: Cliffs Notes, 1996.

Stewart, James.Calculus. Pacific Grove: Brooks/Cole, 2002.

Strang, Gilbert.Introduction to Linear Algebra. Wellesley: Wellesly-Cambridge Press, 1993.

Thompson, Silvanus P. and Martin Gardner.Calculus Made Easy. New York: St. Martin‘s Press, 1998 (original copyright 1910).

Physics

Bourg, David M.Physics for Game Developers. Cambridge: O‘Reilly, 2002.

Gonick, Larry and Art Huffman.The Cartoon Guide to Physics. New York: HarperPerennial, 1990.

Huetinck, Linda.Physics. Lincoln: Cliffs Notes, 2001.

Serway, Raymond A. and Jerry S. Faughn.College Physics. Philadelphia: Saunders College Publishing, 2003.

3D Game Engineering

DeLoura, Mark, ed.Game Programming Gems. Rockland: Charles River Media, 2000.

DeLoura, Mark, ed.Game Programming Gems 2. Rockland: Charles River Media, 2001.

Dunn, Fletcher and Ian Parberry.3D Math Primer for Graphics & Game Development. Wordware, 2002.

Eberly, David H.3D Game Engine Design. San Francisco: Morgan Kaufmann Publishers, 2001.

Foley, J.D. and A. Van Dam.Fundamentals of Interactive Computer Graphics. Reading: Addison-Wesley, 1982.

LaMothe, Andre.Tricks of the Windows Game Programming Gurus. Indianapolis: Sams, 1999.

Lengyel, Eric.Mathematics for 3D Game Programming & Computer Graphics. Rockland: Charles River Media, 2001.

Watt, Alan and Fabio Policarpo.3D Games: Real-time Rendering and Software Technology. Reading: Addison-Wesley, 2001.

General Programming

Eckel, Bruce.Thinking in C++, Volume I: Introduction to Standard C++, Second Edition. Upper Saddle River: Prentice Hall, 2000.

Meyers, Scott.Effective C++: 50 Specific Ways to Improve Your Programs and Designs . Reading: Addison-Wesley, 2001.

Prata, Stephen.C++ Primer Plus , Third Edition. Indianapolis: Sams, 1998.

Beginning Math and Physics For Game Programmers

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原文地址:https://www.cnblogs.com/revoid/p/9728432.html

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