Swarm Intelligence From Social Bacteria to Humans

The notion of swarm intelligence was introduced for describing decentralized and self-organized behaviors of groups of animals. Then this idea was extrapolated to design groups of robots which interact locally to cumulate a collective reaction. Some natural examples of swarms are as follows: ant col...

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Hlavní autor:	Schumann, Andrew
Médium:	E-kniha Kniha
Jazyk:	angličtina
Vydáno:	Boca Raton CRC Press 2021 Taylor & Francis Group
Vydání:	1
Témata:	Algorithms & Complexity Computational Logic Computational Numerical Analysis COMPUTERSCIENCEnetBASE Evolutionary Computing Human Computer Intelligence INFORMATIONSCIENCEnetBASE Machine Learning - Design SCI-TECHnetBASE Simulation & Modeling STMnetBASE Swarm intelligence Social insects computing Inherent Noise Rough Sets Vice Versa Swarm Intelligence Mutual Anticipation Follow Local Transition Rules Si Algorithm Slime mould computing Rough Set Theory Cohesion Measure Swarm computing Social bacteria computing Identification Number Weighted Adjacency Matrix ACO PSO SPH Estimate Cellular Automata Ad hoc and sensor wireless network Directional Antennae Swarm Individuals PSO Algorithm Open Source Computer Vision Library Dense Swarm Generalized Assignment Problem Asynchronous Updating VM Physarum Polycephalum Bio-molecular computing
ISBN:	0367535955, 9780367137939, 0367137933, 9780367535957
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Cover -- Title Page -- Copyright Page -- Preface -- Table of Contents -- 1. Introduction -- 2. Swarm Intelligence for Morphogenetic Engineering -- 3. Ant Cemeteries as a Cluster or as an Aggregate Pile -- 4. Robust Swarm of Soldier Crabs, Mictyris guinotae, Based on Mutual Anticipation -- 5. Swarm Intelligence in Cybersecurity -- 6. Emergence of Complex Phenomena in a Simple Reversible Cellular Space -- 7. Rough Sets over Social Networks -- 8. Logical Functions as an Idealization of Swarm Behavior -- 9. On the Motion of Agents with Directional Antennae -- 10. Induction and Physical Theory Formation As Well As Universal Computation by Machine Learning -- Index -- About the Editor