Home \ Tag Archives: Simulated Annealing

Tag Archives: Simulated Annealing

YPEA: Yarpiz Evolutionary Algorithms

YPEA for MATLAB [+] is a general-purpose toolbox to define and solve optimization problems using Evolutionary Algorithms (EAs) and Metaheuristics. To use this toolbox, you just need to define your optimization problem and then, give the problem to one of algorithms provided by YPEA, to get it solved. List of Provided Algorithms Currently YPEA supports these algorithms to solve optimization ...

Read More »

Real-Coded Simulated Annealing (SA) in MATLAB

Downloads The download link of this project follows. Implementation of Real-Coded Simulated Annealing (SA) in MATLAB Download

Read More »

Capacitated Vehicle Routing Problem (VRP) using SA

Downloads The download link of this project follows. MATLAB implementation of solving Capacitated Vehicle Routing Problem (VPR) using Simulated Annealing (SA) Download

Read More »

Parallel Machine Scheduling using Simulated Annealing

Downloads The download link of this project follows. MATLAB implementation of solving Parallel Machine Scheduling using Simulated Annealing (SA) Download

Read More »

Feature Selection using Metaheuristics and EAs

Feature selection is one of common preprocessing tasks, which is performed to reduce the number of inputs of intelligent algorithms and models. This helps us to simplify the models, reduce the computation cost of model training, and enhance the generalization abilities of the model and prevention of over-training. For more information on feature selection concepts and methods, you can refer ...

Read More »

Simulated Annealing in MATLAB

Simulated Annealing (SA) is a metaheuristic, inspired by annealing process. SA starts with an initial solution at higher temperature, where the changes are accepted with higher probability. So the exploration capability of the algorithm is high and the search space can be explored widely. As the algorithm continues to run, the temperature decreases gradually, like the annealing process, and the ...

Read More »