This project focuses on solving the Vehicle Routing Problem (VRP) using Genetic Algorithms (GA). The VRP is a combinatorial optimization problem that aims to determine the most efficient routes for a ...

This Java project provides a solution to the Travelling Salesman Problem (TSP) using three different Artificial Intelligence (AI) algorithms: Genetic Algorithm (GA), Simulated Annealing (SA), and Ant ...

This paper proposed an improvement of genetic algorithm for optimization problem. In this study, the Gaussian function is applied in crossover and mutation operators instead of traditional crossover ...

Share and Cite: Bogdanović, M. (2011) On Some Basic Concepts of Genetic Algorithms as a Meta-Heuristic Method for Solving of Optimization Problems. Journal of Software Engineering and Applications, 4, ...

ABSTRACT This paper deals with the two-dimensional strip packing problem (2D-SPP) with the order/or multi-drop and vertical stability constraints. The existing exact algorithm that solves this problem ...

No algorithm for optimizing general nonlinear functions exists that always finds the global optimum for a general nonlinear minimization problem in a reasonable amount of time. Since no single ...

A laminated composite is usually tailored according to the designer's needs by choosing the thickness, number and orientation of the laminae. To achieve the best results, optimization techniques have ...

Since no single optimization technique is invariably superior to others, PROC NLP provides a variety of optimization techniques that work well in various circumstances. However, it possible to devise ...