Swarm intelligence based algorithms
Web Log Clustering using FCM and Swarm Intelligence Based Algorithms
... Particle Swarm Optimization (PSO) is an evolutionary computation technique introduced by Kennedy and Eberhart in ...are based on the historical behaviors of itself and other particles in the ...
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Performance comparison of firefly algorithm i...
... neighbourhood. Swarm Intelligence (SI) can be defined as the collective behaviour of swarms which are decentralized and ...The intelligence of swarm lies in the network of social interactions ...
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Frameworks for Performing on Cloud Automated Software Testing Using Swarm Intelligence Algorithm: Brief Survey
... colony algorithms are based on the behavior of a colony of ants when looking for ...problem. Based on how the solution space is being explored, some values are recorded in a similar way as pheromone ...
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A General Optimization Framework for Multi Document Summarization Using Genetic Algorithms and Swarm Intelligence
... Previous applications of metaheuristics in the context of MDS used several different approaches to solve the MDS task. There are clustering-based approaches where metaheuristics are used to obtain a good sentence ...
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Rule Discovery for Binary Classification Problem using ACO based Antminer
... inspired algorithms such as Genetic Algorithms (GA) and Swarm based approaches like Particle Swarm Optimization (PSO) and Ant Colonies Optimization (ACO) were used in solving many data ...
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Swarm Intelligence an Inspiration from Social Insect Behaviour in Various Decision Making Algorithms
... as SWARM INTELLIGENCE (SI). A Swarm is a loosely structured collection of interacting agents or individuals that belong to a group and Swarm intelligence is an evolutionary approach to ...
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Optimizing blasting’s air overpressure prediction model using swarm intelligence
... Genetic Algorithms (GA)) to predict AOp ...models based on swarm intelligence (SI) algorithm; particle swarm optimization (PSO) and multi swarm optimization (MSO) were utilized ...
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An Analysis of Foraging and Echolocation Behavior of Swarm Intelligence Algorithms in Optimization: ACO, BCO and BA
... of Intelligence Science as of late risen as a bunch of nature driven, population based algorithm that are equipped for delivering minimal effort, quick, and strong answers for some complex ...issues. ...
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Survey on Swarm Intelligence Based Optimization Technique for Image Compression
... are based on Swarm intelligence. Swarm Intelligence is based on the collective behaviour of self-organized, decentralized, artificial or natural ...optimization algorithms ...
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IJCSMC, Vol. 3, Issue. 5, May 2014, pg.994 – 998 SURVEY ARTICLE A Survey on Swarm Intelligence Algorithms
... Glow-worm Swarm Optimization (GSO) algorithm was first presented by as an application to collective ...are based only on local information and selective neighbour ...the swarm to divide into disjoint ...
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A Survey on Chromosomes Abnormalities based on Swarm Algorithms
... Swarm intelligence studies the collective behavior of systems composed of many individuals interacting locally with each other and with their ...developed swarm- based systems in response to ...
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Optimizing channel cross section in irrigation area using improved cat swarm optimization algorithm
... the Swarm Intelligence (SI) algorithms [7] such as Artificial Bee Colony Algorithm, Genetic Algorithm have been used to optimize problems across channel cross section over the last decades [8] ...
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Optimization of a Five Echelon Supply Chain Network using Particle Swarm Intelligence Algorithms
... Internet based information and communication technology has helped to share real time info among members of SC to optimally use the resources and value creation ...
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SENSOR DEPLOYMENT USING PARTICLE SWARM OPTIMIZATION
... algorithm based on the study of migration behaviors of bird flock in the process of searching ...these algorithms by simulating the social behavior and moment dynamics of a swarm and by not employing ...
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Taxonomy of Memory Usage in Swarm Intelligence-Based Metaheuristics
... 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 can be ...
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Feature Extraction Techniques Based on Swarm Intelligence in OCR
... artificial intelligence, deep learning, machine learning, and pattern recognition and computer ...of algorithms are developed for character extraction in image ...decomposition based segmentation ...
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A Review on Swarm Intelligence Based Routing Approaches
... or swarm intelligence algorithms can be effectively used to achieve optimal solutions in routing for complex and dynamic wireless sensor networks or body area ...protocols based on such ...
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Swarm Intelligence Based Technique for Rule Mining in the Medical Domain
... of swarm intelligence and rule mining and how these can be ...using swarm intelligence for rule mining and ...SI based algorithms that have been implemented in our ...
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A Review of Various Swarm Intelligence Based Routing Protocols for Iot
... ACO based for wireless sensor ...two algorithms i.e. the Basic Ant-Based Routing algorithm (BABR) and the Improved Ant-Based Routing algorithm ...
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A LITERATURE BASED SURVEY ON SWARM INTELLIGENCE INSPIRED OPTIMIZATION TECHNIQUE
... 457 | P a g e the food sources by tracing pheromone trails Then, ants choose the path to follow by a probabilistic decision biased by the amount of pheromone: the stronger the pheromone trail, the higher its ...
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