Swarm Intelligence and Bio-Inspired Computation: 5. Modeling and Simulation of Ant Colony's Labor Division: A Problem-Oriented Approach Book PDF, ePub eBook

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Book Descriptions:
In view of labor division in swarm intelligence, a new research paradigm of “problem-oriented approach to swarm intelligence” is constructed. The key to the success of such an approach is to grasp the features of problem objects sufficiently. At first, the labor division behaviors of ant colonies are discoursed and some descriptions of ant colony’s labor division models are given. Taking three practical problems as the backgrounds, the corresponding modeling and simulation approaches to ant colony’s labor division are investigated. Considering the diverse nature of virtual enterprise tasks, ant colony’s labor division model with multitask is proposed. Similarly, ant colony’s labor division model with multistate is also proposed by considering the diverse characteristics of product varieties in pull production systems. According to the relation of resource constraints of task allocation in resilient supply chains, ant colony’s labor division model with multiconstraint is put forward. Finally, the key points to implement “problem-oriented approach to swarm intelligence” are refined and expounded.

Swarm Intelligence and Bio-Inspired Computation: 5. Modeling and Simulation of Ant Colony's Labor Division: A Problem-Oriented Approach by Renbin Xiao

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