Genetic Algorithm

Institution Jomo Kenyatta University of Science and Technology
Course Information Technol...
Year 3rd Year
Semester Unknown
Posted By Jeff Odhiambo
File Type ppt
Pages
File Size 260.5 KB
Views 1765
Downloads 0
Price: Buy Now whatsapp Buy via whatsapp
  • whatsapp
  • facebook
  • twitter

Description

A Genetic Algorithm (GA) is an optimization technique inspired by natural selection and evolution. It operates by encoding potential solutions as "chromosomes" and applying genetic operators such as selection, crossover, and mutation to evolve better solutions over generations. The fittest individuals, based on a predefined objective function, are more likely to pass their traits to the next generation, ensuring gradual improvement. GAs are widely used in complex problem-solving, including machine learning, engineering design, and artificial intelligence, where traditional optimization methods may be inefficient or impractical.
Below is the document preview.

No preview available
Advanced programming revision
Revision exercise on advanced programming
1578 Views 0 Downloads 38.19 KB
Advanced programming course outline
Advanced programming course description
1256 Views 0 Downloads 24.14 KB
Computer Aided Graphics questions
Computer Aided Graphics self assessment questions
1 Pages 1374 Views 0 Downloads 100.21 KB
Computer Aided Graphics Revision
Computer Aided Graphics Revision
1423 Views 0 Downloads 27.08 KB
Computer Aided Graphics notes
Computer-Aided Graphics (CAG) focuses on the use of computer software and tools to create, manipulate, and visualize graphic designs and models. These notes typically cover fundamental concepts like 2D and 3D modeling, transformations, rendering, and the mathematical basis for graphical operations such as geometric transformations and coordinate systems. Topics may include algorithms for line and curve drawing, shading, lighting, texture mapping, and the role of CAD (Computer-Aided Design) in engineering and architectural applications. The notes often explore software like AutoCAD or Blender, along with programming techniques for custom graphic applications, offering practical insights into design, visualization, and problem-solving in modern industries.
1312 Views 0 Downloads 64.94 KB
Introduction to Computer Animation
Introduction to Computer Animation is a foundational course that explores the principles, techniques, and tools used to create motion and visual effects in digital media. It covers key concepts such as the principles of animation, storyboarding, timing, and motion dynamics, providing students with a comprehensive understanding of how to bring characters and scenes to life. The course introduces industry-standard software for 2D and 3D animation, fostering creativity and technical proficiency. Through hands-on projects, students learn to create compelling animations, focusing on both artistic expression and technical accuracy, while gaining insight into the animation industry's workflows and applications.
No pages found 1621 Views 0 Downloads 92.04 KB
Character Animation
Character animation is the process of bringing characters to life through movement and expression, making them appear as though they are thinking, feeling, and acting with purpose. It involves creating realistic or stylized motions for characters in various mediums, such as films, video games, and virtual environments. Animators use techniques like keyframing, motion capture, or rigging to control a character’s movements and gestures while focusing on timing, weight, and personality to make the animation engaging and believable. The goal is to convey emotion and storytelling through the character's actions, making them relatable and memorable to the audience.
No pages found 158 Views 0 Downloads 1.14 MB
Skeletal Animation
Skeletal animation is a technique used in computer graphics and animation where a character is represented by two components: a surface mesh and an underlying skeleton or rig. The skeleton consists of interconnected bones or joints, which act as a framework that drives the motion of the character. Animators manipulate the skeleton to create movements, such as walking, running, or gestures, while the surface mesh follows these movements to form the character's visible appearance. This method allows for efficient and flexible animation, enabling complex motions and deformations, and is widely used in video games, films, and virtual environments.
No pages found 189 Views 0 Downloads 134.92 KB
Joints
In computer animation, joints refer to the flexible points or pivots that connect different parts of a 3D character's skeleton, allowing for movement and articulation. These joints act as rotational axes, enabling the animator to manipulate the character’s body parts like limbs, fingers, and facial features in a natural way. By setting up a hierarchy of joints, animators can control how parts of the body move in relation to each other, creating realistic motions and expressions. Proper joint placement and weight distribution are essential for achieving fluid and convincing animation in 3D models.
No pages found 175 Views 0 Downloads 1.02 MB
Skinning
Skinning in computer animation refers to the process of attaching a 3D model's mesh (the "skin") to a rig (the skeleton) in a way that allows it to deform realistically when the underlying joints or bones move. During skinning, animators assign weights to various parts of the mesh, determining how much influence each joint has over the mesh's vertices. This process ensures that the mesh moves smoothly and naturally with the rig, preventing unnatural distortions or stretching. There are two main types of skinning: linear (smooth) skinning, which interpolates between joint influences, and dual quaternion skinning, which provides better deformation for more complex movements. Proper skinning is essential for creating believable character animations in both games and films.
No pages found 131 Views 0 Downloads 223.91 KB