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Co-evolutionary algorithm behaves in a complicated and counterintuitive way for some complex problems. The introduction of interactive immune concept can increase its convergence rate and effectiveness. This paper represents an optimization process of polyester filament in melt spinning with the interactive immune co-evolutionary design approach and also the expert evaluation with entropy-based fuzzy...
G-Protein coupled receptors (GPCRs) constitute the largest group of membrane receptors with great pharmacological interest. The signal transduction within cells is leaded by a wide range of native ligands interact and activate GPCRs. Most of these responses are mediated through the interaction of GPCRs with coupling GTP-binding proteins (G-proteins). For the reason of the information explosion in...
Delay Tolerant Networks (DTNs) is a class of networks that experience frequent and long-duration partitions due to sparse distribution of nodes. In DTNs intermittently connected links and long, variable latency occurs frequently. Some well-known assumptions of traditional networks are no longer true in DTNs. Custody transfer is a proposed DTN reliability mechanism to enhance end-to-end reliability...
Agent technology and multi-agent theories are widely applied to distributed intelligent control systems. Considering the similarities between an immune system and a multi-agent system, we have proposed an immune agent. The immune agent is an agent with immune mechanisms, such as, cognition, learning, and evolution. And its formalization description is discussed. A model of distributed collaborative...
The existent models of information retrieval (IR) focus on the relationship between index terms and documents. However, the current retrieval requirements demand delicate control to show the user preferences and feedback. And the exact results are emphasized for information explosion. Inspired by the maintenance function and model in immune system, a novel IR model is proposed based on cognitive immune...
Supervisory systems show increasing importance in many plants to ensure the secure and stable production. And the fault tolerance ability is a key problem. Concerned with the problem of low automation level and high operation cost, a layered Bio-Network is studied inspired by biology system, and Bio-Entity as its functional unit is analyzed. In the bottom layer, the communication infrastructure is...
An intelligent optimizing algorithm, particle swarm optimizing clonal algorithm (PSOCA) is introduced in this paper, which combines the clonal selection mechanism of the immune system with the evolution equation of particle swarm optimization. It has the ability of global searching. The PSOCA improves the diversity of antibody population and its convergence speed, by using effectively the past information...
The existent models of information retrieval (IR) focus on the relationship between index terms and documents. However, the current retrieval requirements demand delicate control to show the user preferences and feedback. And the exact results are emphasized for information explosion. Inspired by the maintenance function and model in immune system, a novel IR model is proposed based on cognitive immune...
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