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Swarm intelligence

From Swarm Simulations to Swarm Intelligence

From Swarm Simulations to Swarm Intelligence

... called swarm intelligence. In this paper we show that any swarm can be represented as a conventional automaton such as Kolmogorov-Uspensky machine, but with a very low accu- racy because of deleting ...

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Swarm Intelligence in the Optimization of Concurrent Service Systems

Swarm Intelligence in the Optimization of Concurrent Service Systems

... The Particle Swarm Optimization (PSO) is based on the Swarm Intelligence Paradigm of Evolutionary Computation. The algorithm is inspired by the social behavior of birds and fish swarming together to ...

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The Case Study of Swarm Intelligence Optimization Algorithm Performance

The Case Study of Swarm Intelligence Optimization Algorithm Performance

... This algorithm is a member of the Ant Colony Algorithms family, in swarm intelligence methods, and it constitutes some meta- heuristic optimizations. Initially proposed by Marco Dorigo in 1992 in his PhD ...

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Swarm intelligence algorithm for cancer treating nanorobots: a review

Swarm intelligence algorithm for cancer treating nanorobots: a review

... ABC Swarm Intelligence Algorithm: With a little modification in ABC, the above problems in the Swarm system invivo can be ...the swarm movement and at no point of time their concentration in ...

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Swarm Intelligence and its Application in Abnormal Data Detection

Swarm Intelligence and its Application in Abnormal Data Detection

... addresses swarm intelligence-based approaches in data quality ...typical swarm intelligence models and their applications in abnormity detection are introduced, including Ant Colony ...

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SWARM INTELLIGENCE: PROBLEM SOLVING TECHNIQUE IN TELECOMMUNICATION

SWARM INTELLIGENCE: PROBLEM SOLVING TECHNIQUE IN TELECOMMUNICATION

... of Swarm Intelligence (SI) and how an understanding of the foraging behaviours of ants [Beckers et al 92] has led to new approaches to control in telecommunications ...

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Artificial Swarm Intelligence and Cooperative Robotic Systems

Artificial Swarm Intelligence and Cooperative Robotic Systems

... the swarm system’s configuration, ...The swarm intelligence can minimize free-energy (sensory surprise) by changing its configuration (topology of the control artificial neural network) to affect the ...

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Title: REVIEW ANALYSIS ON IMPORTANCE OF SWARM INTELLIGENCE AND ROBOTICS

Title: REVIEW ANALYSIS ON IMPORTANCE OF SWARM INTELLIGENCE AND ROBOTICS

... introduced swarm intelligence (SI), in the concept of robotic cellular ...systems. Swarm Intelligence is the central companion inspected production committed to revealing exploration and new ...

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Keyword Extraction Using Swarm Intelligence Techniques

Keyword Extraction Using Swarm Intelligence Techniques

... ABSTRACT: Without formal structure data are those that have no prearranged form or structure and are full of textual data. Typical unstructured systems include emails, reports, telephone or messaging conversations, etc. ...

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A Review on Swarm Intelligence Based Routing Approaches

A Review on Swarm Intelligence Based Routing Approaches

... the swarm intelligence based routing protocols along with the application and simulations, which are presented in ...the swarm-based routing protocols, but they left behind some and also not compared ...

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Introduction To Swarm Intelligence And Its Application In Optimisation

Introduction To Swarm Intelligence And Its Application In Optimisation

... • Computational Swarm Intelligence Paradigms • Optimization Problems and Algorithm Classes • Formal Definitions of Optimization Problem Classes Topic 5: Using Particle Swarm Optimization[r] ...

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Swarm intelligence in evacuation problems: A review

Swarm intelligence in evacuation problems: A review

... situations, etc [4]. In literature are available different algorithms and different solutions to optimization [5, 6]. In case of fire, for example, the literature presents some studies concerning the influences of the ...

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Deploying swarm intelligence in medical imaging

Deploying swarm intelligence in medical imaging

... In the test phase, SDS checks whether the agent hypothesis is successful or not by performing a hypothesis evaluation which returns a boolean value. Later in the iteration, contingent on the precise recruitment strategy ...

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QOS IN MANET USING SWARM INTELLIGENCE

QOS IN MANET USING SWARM INTELLIGENCE

... Ant Colony Optimization (ACO) is a branch of a newly developed form of Artificial Intelligence called Swarm Intelligence. In groups of insects, which live in colonies, such as ants and bees, an ...

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A SWARM INTELLIGENCE OPTIMIZATION APPROACH FOR PROBABILISTIC EMERGENT ROUTING

A SWARM INTELLIGENCE OPTIMIZATION APPROACH FOR PROBABILISTIC EMERGENT ROUTING

... etc. Swarm Intelligence is a problem-solving behavior that occurs as a result of a multiplicity of interactions between independent components that make up the entire ...problems. Swarm ...

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Cooperative agents identifying angles using swarm intelligence

Cooperative agents identifying angles using swarm intelligence

... first swarm-based approaches to network management were proposed in 1996 by Schoonderwoerd et ...artificial/engineering swarm intelligence ...

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Feature Extraction Techniques Based on Swarm Intelligence in OCR

Feature Extraction Techniques Based on Swarm Intelligence in OCR

... an area which covers artificial intelligence, deep learning, machine learning, and pattern recognition and computer vision. By performing processing steps in OCR, it can be drawn some attributes as text intensity, ...

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SWARM INTELLIGENCE FOR EDUCATIONAL TIMETABLING: A SURVEY OF THE STATE OF THE ART

SWARM INTELLIGENCE FOR EDUCATIONAL TIMETABLING: A SURVEY OF THE STATE OF THE ART

... of swarm intelligence in real-world timetabling such as the Greece studies (Tassopoulos and Beligiannis 2012, Tassopoulos and Beligiannis 2012) work in implementing PSO in high school timetable’s in Greece ...

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Taxonomy of Memory Usage in Swarm Intelligence-Based Metaheuristics

Taxonomy of Memory Usage in Swarm Intelligence-Based Metaheuristics

... Metaheuristics under the swarm intelligence (SI) class have proven to be efficient and have become popular methods for solving different optimization problems. Based on the usage of memory, metaheuristics ...

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Performance Analysis of a Telecommunication Network using Swarm Intelligence

Performance Analysis of a Telecommunication Network using Swarm Intelligence

... Swarm Intelligence, a mutant of biological swarms, exhibits numerous powerful features which are described in communication networks. With the increase in size and complexity of network, performance ...

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