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P Evolution A Novel Approach To Ant Colo

Akshay Joshi, C.G.Nitash

2026enant colony optimizationswarm intelligencecombinatorial optimizationtravelling salesman problemmetaheuristicsevolutionary algorithms

Abstract

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The ACO technique uses the foraging behaviour of biological ants, which rely on less memory and more on collective intelligence. These same principles are used to create artificial ants which iteratively develop partial solutions to the problem and hence obtain optimal solutions. The objective of this paper is to develop a novel approach to the ACO meta-heuristic called P-Evolution. This is a modification to the ACO meta-heuristic which can be applied to a range of problem models, and problem instances. The working of P-Evolution is demonstrated on the TSP problem. This approach could also be used to solve dynamically changing models, which are representative of a number of real life systems.

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Cite This Work

@article{606bd17b-4d25-45ea-a11d-933df6e525ae,
  title={P Evolution A Novel Approach To Ant Colo},
  author={Akshay Joshi and C.G.Nitash},
  year={2026},
  language={en}
}
TY  - JOUR
TI  - P Evolution A Novel Approach To Ant Colo
AU  - Akshay Joshi
AU  - C.G.Nitash
PY  - 2026
LA  - en
ER  -

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