Handbook of Swarm Intelligence Handbook of Swarm Intelligence
Adaptation, Learning, and Optimization

Handbook of Swarm Intelligence

Concepts, Principles and Applications

Bijaya Ketan Panigrahi والمزيد
    • ‏219٫99 US$
    • ‏219٫99 US$

وصف الناشر

From nature, we observe swarming behavior in the form of ant colonies, bird flocking, animal herding, honey bees, swarming of bacteria, and many more.  It is only in recent years that researchers have taken notice of such natural swarming systems as culmination of some form of innate collective intelligence, albeit swarm intelligence (SI) - a metaphor that inspires a myriad of computational problem-solving techniques.  In computational intelligence, swarm-like algorithms have been successfully applied to solve many real-world problems in engineering and sciences. This handbook volume serves as a useful foundational as well as consolidatory state-of-art collection of articles in the field from various researchers around the globe.  It has a rich collection of contributions pertaining to the theoretical and empirical study of single and multi-objective variants of swarm intelligence based algorithms like particle swarm optimization (PSO), ant colony optimization (ACO), bacterial foraging optimization algorithm (BFOA), honey bee social foraging algorithms, and harmony search (HS).  With chapters describing various applications of SI techniques in real-world engineering problems, this handbook can be a valuable resource for researchers and practitioners, giving an in-depth flavor of what SI is capable of achieving.

النوع
كمبيوتر وإنترنت
تاريخ النشر
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٤ فبراير
اللغة
EN
الإنجليزية
عدد الصفحات
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الناشر
Springer Berlin Heidelberg
البائع
Springer Nature B.V.
الحجم
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‫م.ب.‬
Advances in Swarm Intelligence Advances in Swarm Intelligence
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Advances in Swarm Intelligence Advances in Swarm Intelligence
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Advances in Swarm Intelligence Advances in Swarm Intelligence
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Advances in Swarm Intelligence Advances in Swarm Intelligence
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Ant Colony Optimization and Swarm Intelligence Ant Colony Optimization and Swarm Intelligence
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Bioinspired Optimization Methods and Their Applications Bioinspired Optimization Methods and Their Applications
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Power Engineering and Intelligent Systems Power Engineering and Intelligent Systems
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Recent Trends in Swarm Intelligence Enabled Research for Engineering Applications Recent Trends in Swarm Intelligence Enabled Research for Engineering Applications
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Soft Computing: Theories and Applications Soft Computing: Theories and Applications
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Sixth International Conference on Intelligent Computing and Applications Sixth International Conference on Intelligent Computing and Applications
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Artificial Intelligence and Sustainable Computing Artificial Intelligence and Sustainable Computing
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Intelligent Computing and Applications Intelligent Computing and Applications
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Group Search Optimization for Applications in Structural Design Group Search Optimization for Applications in Structural Design
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Embedded Automation in Human-Agent Environment Embedded Automation in Human-Agent Environment
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Multidimensional Particle Swarm Optimization for Machine Learning and Pattern Recognition Multidimensional Particle Swarm Optimization for Machine Learning and Pattern Recognition
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Extreme Learning Machines 2013: Algorithms and Applications Extreme Learning Machines 2013: Algorithms and Applications
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Self-Sufficiency of an Autonomous Reconfigurable Modular Robotic Organism Self-Sufficiency of an Autonomous Reconfigurable Modular Robotic Organism
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Recent Advances in Evolutionary Multi-objective Optimization Recent Advances in Evolutionary Multi-objective Optimization
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