by saifulazimi | Jul 21, 2020 | Research Interest
Machine vision is a very versatile sensor and it is often implemented in mobile robot navigation and guidance, plant or object detection and plant characteristics measurements that including in many agricultural tasks. Usually, a machine vision system sensor consists...
by saifulazimi | Jul 21, 2020 | Robot Path Planning
This algorithm combines the characteristics of the uniform-cost search and pure heuristic search to compute optimal solutions effectively. As A* algorithm searching the path inside the graph, it refers to a path with the lowest known cost and keeping a sorted priority...
by saifulazimi | Jul 21, 2020 | Robot Path Planning
Dijkstra’s algorithm implements the greedy approach [86] in solving the single source shortest problem by repeatedly choosing the unselected vertices, vertex ? nearest to sources ? and initialize its distance as the actual shortest distance from ? to ?. Then,...
by saifulazimi | Jul 21, 2020 | Robot Path Planning
PRM is a motion planning algorithm that is widely applied in robotics and has been proven to solve many path planning problems. This algorithm works based on the idea of sampling the configuration space with two different phases called learning phase and query phase....
by saifulazimi | Jul 21, 2020 | Robot Path Planning
Cell Decomposition method has becoming a common technique in geometric path planning involving the division of the workspace into several convex region called cells. The main idea of this method is a feasible path between the initial configuration and goal...
by saifulazimi | Jul 21, 2020 | Single & Multi-Objective Algorithms
Non-dominated Sorting Genetic Algorithm using Reference Point Based (NSGA-III) was designed by Deb in 2014 to solve the crowding distance issue in NSGA-II. The designed NSGA-III has a similar framework as the NSGA-II. In designing the NSGA-III, significant changes in...
