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1. www.geeksforgeeks.org › introduction-to-swarmIntroduction to Swarm Intelligence - GeeksforGeeks

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   May 15, 2021 · Swarm Intelligence (S.I.) was introduced by Gerardo Beni and Jing Wang in the year 1989. S.I. simply means using the knowledge of collective objects (people, insects, etc.) together and then reaching the optimized solution for a given problem.

2. pyswarms.readthedocs.io › en › latestWelcome to PySwarms’s documentation! — PySwarms 1.3.0 ...

   pyswarms.readthedocs.io › en › latest

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   PySwarms is an extensible research toolkit for particle swarm optimization (PSO) in Python. It is intended for swarm intelligence researchers, practitioners, and students who prefer a high-level declarative interface for implementing PSO in their problems.

3. pypi.org › project › pyswarmspyswarms - PyPI

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   Jan 3, 2021 · PySwarms is an extensible research toolkit for particle swarm optimization (PSO) in Python. It is intended for swarm intelligence researchers, practitioners, and students who prefer a high-level declarative interface for implementing PSO in their problems.

4. www.researchgate.net › publication › 264457775_SwarmSwarm Intelligence: Concepts, Models and Applications

   www.researchgate.net › publication › 264457775_Swarm

   Feb 1, 2012 · Swarm Intelligence (SI) is a relatively new and potentially promising branch of Artificial Intelligence that is used to model the collective intelligent behavior of social swarms in nature.

5. link.springer.com › journal › 11721Home | Swarm Intelligence - Springer

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   Swarm Intelligence is the principal peer reviewed publication dedicated to reporting research and new developments in this multidisciplinary field. The journal publishes original research articles and occasional reviews on theoretical, experimental, and practical aspects of swarm intelligence.

6. en.wikipedia.org › wiki › Swarm_intelligenceSwarm intelligence - Wikipedia

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   Swarm intelligence (SI) is the collective behavior of decentralized, self-organized systems, natural or artificial. The concept is employed in work on artificial intelligence. The expression was introduced by Gerardo Beni and Jing Wang in 1989, in the context of cellular robotic systems. [1][2]

7. People also ask

   What is swarm intelligence?

   • Swarm Intelligence (S.I.) was introduced by Gerardo Beni and Jing Wang in the year 1989. S.I. simply means using the knowledge of collective objects (people, insects, etc.) together and then reaching the optimized solution for a given problem. “Swarm” means a group of objects (people, insects, etc.).

   Introduction to Swarm Intelligence - GeeksforGeeks

   www.geeksforgeeks.org/introduction-to-swarm-intelligence/

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   What topics are covered in swarm intelligence?

   • Emphasis is given to such topics as the modeling and analysis of collective biological systems; application of biological swarm intelligence models to real-world problems; and theoretical and empirical research in ant colony optimization, particle swarm optimization, swarm robotics, and other swarm intelligence algorithms.

   Home | Swarm Intelligence - Springer

   link.springer.com/journal/11721

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   What is pyswarms?

   • PySwarms is an extensible research toolkit for particle swarm optimization (PSO) in Python. It is intended for swarm intelligence researchers, practitioners, and students who prefer a high-level declarative interface for implementing PSO in their problems. PySwarms enables basic optimization with PSO and interaction with swarm optimizations.

   Welcome to PySwarms’s documentation! — PySwarms 1.3.0 documenta…

   pyswarms.readthedocs.io/en/latest/

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   What are examples of swarm intelligence models?

   • Examples of swarm intelligence models are: Ant Colon y Glowworm Swarm Optimization . In this paper, we will primarily focus on two of the Swarm Optimization. originally used to solve discrete optimization problems in the late 1980s. ACO draws inspiration from the social behaviour o f ant colonies. I t is a natural obse rvation that a

   (PDF) Swarm Intelligence: Concepts, Models and Applications - Rese…

   www.researchgate.net/publication/264457775_Swarm_Intelligence_Concepts_Models_and_Applications

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8. link.springer.com › chapter › 10Swarm Intelligence Algorithms and Their Engineering ...

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   3 days ago · This chapter focuses precisely on swarm intelligence algorithms and their engineering applications. The chapter is structured as follows: Sect. 2 presents a general scheme of nature-based optimization methods including a detailed description of one of the basic swarm intelligence algorithms which is the particle swarm optimization (PSO ...