Simulated Annealing Optimization
Simulated annealing is an optimization algorithm that skips local minimun. It uses a variation of Metropolis algorithm to perform the search of the minimun. It is recomendable to use it before another minimun search algorithm to track the global minimun instead of a local ones.Usage:...
Platforms: Matlab
License: Shareware | Cost: $0.00 USD | Size: 10 KB | Download (42): Simulated Annealing Optimization Download |
Simulated Annealing Optimization m-file The program set can be used to solve TRAVELING SALESMAN PROBLEMSfrom the TSPLIB.
Platforms: Matlab
License: Freeware | Size: 10 KB | Download (48): tspsa Download |
Adaptive Simulated Annealing (ASA) is a C-language code that finds the best global fit of a nonlinear cost-function over a D-dimensional space. ASA has over 100 OPTIONS to provide robust tuning over many classes of nonlinear stochastic systems. Features . Change Log: See ASA-CHANGES that...
Platforms: *nix
License: Freeware | Size: 686.08 KB | Download (53): Adaptive Simulated Annealing (ASA) Download |
anneal Minimizes a function with the method of simulated annealing (Kirkpatrick et al., 1983) ANNEAL takes three input parameters, in this order:LOSS is a function handle (anonymous function or inline) with a loss function, which may be of any type, and needn't be continuous. It does, however,...
Platforms: Matlab
License: Freeware | Size: 10 KB | Download (46): General simulated annealing algorithm Download |
The Simulated Annealing Method for the Traveling Salesman Model demonstrates the use of the "simulated annealing algorithm" to attempt to solve the "travelling salesman" problem. A text file containing longitude and latitude data for 120 cities in the US and southern Canada is loaded when this...
Platforms: Mac
License: Shareware | Cost: $0.00 USD | Size: 798.72 KB | Download (35): Simulated Annealing Method for the Traveling Salesman Model Download |
Case of study: "Capacity Energy Storage Solution".Dual problem of SMES, replacing inductors with capacities.
Platforms: Matlab
License: Freeware | Size: 849.92 KB | Download (45): Simple Example of Simulated Annealing Optimization Download |
Two programs are attached: sa_demo demonstrates how the simualted annealing works for simple functions, while sa_mincon solves a welded beam design problem using simulated annealing, which can easily be used to solve other constrained optimization problems in engineering design.
Platforms: Matlab
License: Freeware | Size: 10 KB | Download (42): Simulated Annealing for Constrained Optimization Download |
simulatedannealing() is an optimization routine for traveling salesman problem. Any dataset from the TSPLIB can be suitably modified and can be used with this routine. A detailed description about the function is included in "Simulated_Annealing_Support_Document.pdf."A GUI is used with the core...
Platforms: Matlab
License: Freeware | Size: 512 KB | Download (49): Traveling Salesman Problem (TSP) using Simulated Annealing Download |
Java framework for applying meta-heuristic (multi-objective) optimization algorithms like an Evolutionary Algorithm, Particle Swarm Optimizer, Differential Evolution, or Simulated Annealing to arbitrary optimization problems.(visit: http://www.opt4j.org)
Platforms: Windows, Mac, Linux
License: Freeware | Size: 2.05 MB | Download (56): Opt4J Download |
GODLIKE (Global Optimum Determination by Linking and Interchanging Kindred Evaluators) compiles various population-based global optimization schemes.It handles both single- and multi-objective optimization, simply by adding additional objective functions.It solves optimization problems using...
Platforms: Matlab
License: Freeware | Size: 276.48 KB | Download (45): GODLIKE Script Download |
NMath Analysis contains classes for function minimization, root-finding, and linear programming. Product features include classes for minimizing univariate functions using golden section search and Brent's method, minimizing multivariate functions using the downhill simplex method, Powell's...
Platforms: Windows
License: Demo | Cost: $395.00 USD | Size: 3.43 MB | Download (141): NMath Analysis Download |
This software contain one example By running the program test1.m as it is in the default folder the economic dispatch problem is solved. The allocation minimum fuel cost and transmission losses can be determined. The Example system is taken from the book Power System Analysis by Prof Haadi Sadaat...
Platforms: Matlab
License: Freeware | Size: 10 KB | Download (44): Solution to Economic Dispatch by simulated annealing Download |
Optimization Algorithm Toolkit is a workbench and toolkit for developing, evaluating, and playing with classical and state-of-the-art optimization algorithms on standard benchmark problem domains; including reference algorithm implementations, graphing, visualizations and much more. The project...
Platforms: *nix
License: Freeware | Size: 6.5 MB | Download (123): Optimization Algorithm Toolkit Download |
Encog is an advanced neural network and bot programming library. Encog can be used independently either to create neural networks or HTTP bot programs. Encog also includes classes that combine these two advanced features. Encog contains classes for Feedforward Neural Networks, Hopfield Neural...
Platforms: Mac
License: Freeware | Size: 5.4 MB | Download (46): Encog Download |
GODLIKE (Global Optimum Determination by Linking and Interchanging Kindred Evaluators) compiles various population-based global optimization schemes.It handles both single- and multi-objective optimization, simply by adding additional objective functions.It solves optimization problems using...
Platforms: Windows, Mac, *nix, Matlab, BSD Solaris
License: Freeware | Download (54): GODLIKE Download |
The OptControlCentre (OCC) is an user-friendly software package for the optimization of dynamic systems in energy and chemical engineering. Optimization methods include SQP methods as well as a stochastic approach using Simulated Annealing.
Platforms: Windows, Mac, Linux
License: Freeware | Size: 4.45 MB | Download (56): OptControlCentre Download |
Evolutionary optimization methods, inspired from natural processes, have shown good performance in solving complex optimization problems. For example, genetic algorithms (inspired from biological evolution of human and other species), ant colony optimization (based on ants effort to find optimal...
Platforms: Matlab
License: Freeware | Size: 450.56 KB | Download (40): Imperialist Competitive Algorithm (ICA) Download |
GODLIKE (Global Optimum Determination by Linking and Interchanging Kindred Evaluators) is a generization of various population-based global optimization schemes. Also, it handles both single- and multi-objective optimization, simply by adding additional objective functions.GODLIKE solves...
Platforms: Matlab
License: Freeware | Size: 286.72 KB | Download (47): GODLIKE - A robust single-& multi-objective optimizer Download |
Hotstop is scientific software that allows to extract experimental ion stopping force curves from RBS spectra (as well as to stimate uncertainities) It uses Simulated Annealing and Bayesian Inference algorithms.
Platforms: *nix
License: Freeware | Size: 184.32 KB | Download (35): Hotstop Download |
These files are the MATLAB code for "Imperialist Competitive Algorithm (ICA)" which in some papers is referred by "Colonial Competitive Algorithm CCA".Evolutionary optimization methods, inspired from natural processes, have shown good performance in solving complex optimization problems. For...
Platforms: Matlab
License: Freeware | Size: 450.56 KB | Download (44): Colonial Competitive Algorithm (CCA) Download |