This experiment examined the efficiency of Uniform Ordered Crossover and One-Point Crossover in G... more This experiment examined the efficiency of Uniform Ordered Crossover and One-Point Crossover in Genetic Algorithms. By performing various tests on documents Shredded-1, Shredded-2 and Shredded-3, I will compare the average and best fitness of various chromosomes using the Uniform Ordered Crossover and One-Point Crossover. Moreover, scores of each generation are calculated to ensure the algorithm satisfies Charles Darwin theory of evolution. The various tests in the Genetic Algorithms are conducted over various population sizes. Crossover and Mutations are performed on these randomized populations and offspring are generated.
This experiment examined the efficiency of Uniform Ordered Crossover and One-Point Crossover in G... more This experiment examined the efficiency of Uniform Ordered Crossover and One-Point Crossover in Genetic Algorithms. By performing various tests on documents Shredded-1, Shredded-2 and Shredded-3, I will compare the average and best fitness of various chromosomes using the Uniform Ordered Crossover and One-Point Crossover. Moreover, scores of each generation are calculated to ensure the algorithm satisfies Charles Darwin theory of evolution. The various tests in the Genetic Algorithms are conducted over various population sizes. Crossover and Mutations are performed on these randomized populations and offspring are generated.
Ant Colony Optimization for the Travelling Salesman Problem, 2023
The experiment examines how ants communicate with each other via a chemical substance known as ph... more The experiment examines how ants communicate with each other via a chemical substance known as pheromones and reach the food particles in the shortest distance possible. I will perform various experiments with different population size of Ants. Moreover, experiments are performed with various different values of alpha and beta to know the effect of each on finding the shortest route possible. Each experiment is performed for 5 generations and best route and best distance is calculated both for each run and each generation.
The topic of Human-Robot Interaction is currently widely
researched. This is the field in technol... more The topic of Human-Robot Interaction is currently widely researched. This is the field in technology that aims to improve interaction between humans and robots in such a way that it is beneficial for the society. It combines research from various different disciplines such as mechanical engineering, computer science, electrical engineering, psychology, biology, etcetera (Sheridan, 2016). Robotics and human-robot interaction are finding great use for the AI subfield of machine learning. Robot perception, behaviour, and interactivity between several robots can all be developed using machine learning.
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researched. This is the field in technology that aims to
improve interaction between humans and robots in such
a way that it is beneficial for the society. It combines
research from various different disciplines such as mechanical
engineering, computer science, electrical engineering,
psychology, biology, etcetera (Sheridan, 2016). Robotics and
human-robot interaction are finding great use for the AI
subfield of machine learning. Robot perception, behaviour,
and interactivity between several robots can all be developed
using machine learning.