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The Knapsack Problem is a classical combinatorial problem which can be solved in many ways. One of these ways is the Greedy Algorithm which gives us an approximated solution to the problem. Another way to solve it is using the Swarm Intelligence approach, based on the study of actions of individuals in various decentralized systems. Optimization algorithms inspired on the intelligent behavior of honey...
The Distributed Sobol particle swarm optimization (DSPSO) algorithm was studies for solving optimal power flow problem (OPF), in this paper. In the proposed method, swarm size of the particles is separated in multi-groups and searching procedure is divided according with the swarm group. Reducing search space and high cost elimination are concluded in the DSPSO. The DSPSO was tested for solving two...
In this paper, we applied the artificial bee colony algorithm (ABC) to the object recognition in the images. ABC is a new metaheuristics approach inspired by the collective and individual foraging behavior of honey bee swarm. The objective is to find a pattern or reference image (template) of an object somewhere in a target landscape scene, considering that it may be translated, scaled, rotated and/or...
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