In Section 3, four benchmark functions are used to evaluate the performance of continuous ACO (CnACO) algorithm. In Section 4, the proposed algorithm is applied to the optimization problem on structural damage
In recent years, when the path planning based on ant colony algorithm is used to find the optimal path under multiple constraints, it is easy to fall into the local optimal solution and lead to slow convergence. Under the constraints of path length, numb
In this section, we have compared the performance of our algorithm ACO with other state of the art algorithms and report the results. We have compared our algorithm with general purpose compression algorithms like gzip and 7zip and also a set of algorithms specific to the domain namely GTZ, ...
Fourth, the implementation of algorithm is simple. Intelligent optimization algorithms can make use of task resources to find service combination optimal solution better and improve algorithm overall performance and resource utilization, for example, common intelligent algorithms include genetic algorithm, ant...
Main class: myra.algorithm.AntTreeMiner A decision tree induction algorithm that uses an ACO procedure to creates decision trees. Trees are created in a top-down fashion, similar to C4.5 strategy, but instead of using a greedy procedure based on the information gain, it selects decision nodes...
One of the algorithm parameters is called pheromone, and it is updated every iteration according quality of the achieved solutions. The intuitionistic fuzzy (propositional) logic was introduced as an extension of Zadeh鈥檚 fuzzy logic. In it, each proposition is estimated by two values: degree of...
Notably, reasonably good solutions were attained within 15 min by the ACO algorithm. Keywords: model predictive control; EnergyPlus; energy savings; white-box; HVAC; buildings; climate change mitigation; energy efficiency1. Introduction Building operations account for approximately 28% of global CO2 ...
The Dark Spectrum Fitting (DSF) atmospheric correction algorithm works especially well for turbid and productive waters, but can also be applied over clear waters and land with reasonable success. The Thermal Atmospheric Correction Tool (TACT) is included for deriving surface temperature from the ...
'boa' : Butterfly Optimization Algorithm; 'epo' : Emperor Penguin Optimizer; 'tga' : Tree Growth Algorithm; % 2017 'abo' : Artificial Butterfly Optimization; 'ssa' : Salp Swarm Algorithm; 'sbo' : Satin Bower Bird Optimization; 'wsa' : Weighted Superposition Attraction; ...
We can to say that the hypercube framework it improves the quality of the ant algorithm applied. In the Practices 5.1 UCV Instance As a form to approach investigation of the project to a practice plane we implemented a resolution for the UCTP using the Hypercube framework Max-Min Ant System...