Each object is represented by a set of genes, which determine its movement behavior. Genes encode specific actions (e.g., move left, move right, move up, move down). The simulation evolves over ...

This project provides a conceptual overview and basic implementation of a Genetic Algorithm (GA) — a search heuristic inspired by the process of natural selection. The simulation demonstrates how GA ...

At present, all methods in Evolutionary Computation are bioinspired in the fundamental principles of neo-Darwinism as well as on a vertical gene transfer. Thus, on a mechanism in which an organism ...

Abstract: This study focuses on the optimization analysis of crop cultivation in mountainous villages using genetic algorithm and Monte Carlo simulation, aiming to formulate the optimal crop ...

Virginia Tech researchers used novel methodology and the university's System X supercomputer to carry out what is probably the first simulation that explores full range of motions of a DNA strand of ...

Abstract: An improved genetic algorithm incorporating simulated annealing operations is proposed to address the coverage path planning problem for fixed-wing unmanned aerial vehicles (UAVs). After ...