A Deterministic Model for Analyzing the Dynamics of Ant System Algorithm and Performance Amelioration through a New Pheromone Deposition Approach
Ayan AcharyaDeepyaman MaitiAmit KonarRamadoss JanarthananPublished in: CoRR (2008)
Keyphrases
- mathematical model
- probabilistic model
- recognition algorithm
- theoretical analysis
- cost function
- objective function
- ant colony optimization
- optimization model
- input data
- preprocessing
- tree structure
- np hard
- simulated annealing
- closed form
- particle swarm optimization
- em algorithm
- classification algorithm
- optimization algorithm
- optimization method
- kalman filter
- expectation maximization
- algorithm employs
- estimation algorithm
- ant colony algorithm
- filtering algorithm
- final result
- learning algorithm
- artificial ants
- segmentation algorithm
- markov random field
- worst case
- similarity measure
- matching algorithm
- bayesian framework
- linear programming
- computational cost
- search space
- lower bound
- search algorithm