Swarm Intelligence : 13th International Conference, ANTS 2022, Málaga, Spain, November 2–4, 2022, Proceedings / edited by Marco Dorigo, Heiko Hamann, Manuel López-Ibáñez, José García-Nieto, Andries Engelbrecht, Carlo Pinciroli, Volker Strobel, Christian Camacho-Villalón.

Format:

Book

Contributor:

Dorigo, Marco, editor.

Series:

Lecture Notes in Computer Science, 1611-3349 ; 13491

Language:

English

Subjects (All):

Artificial intelligence.

Computer engineering.

Computer networks.

Computer science.

Artificial Intelligence.

Computer Engineering and Networks.

Theory of Computation.

Local Subjects:

Artificial Intelligence.

Computer Engineering and Networks.

Theory of Computation.

Physical Description:

1 online resource (393 pages)

Edition:

1st ed. 2022.

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2022.

System Details:

Mode of access: World Wide Web.

Summary:

This book constitutes the proceedings of the 13th International Conference on Swarm Intelligence, ANTS 2022, held in Málaga, Spain, in November 2022. The 19 full papers presented, together with 14 short papers and 4 extended abstracts were carefully reviewed and selected from 45 submissions. ANTS 2022 contributions are dealing with any aspect of swarm intelligence such as behavioral models of social insects, empirical and theoretical research in swarm intelligence, application of swarm intelligence methods, and much more.

Contents:

A Geometry-Sensitive Quorum Sensing Algorithm for the Best-of-N Site Selection Problem

An Approach Based on Particle Swarm Optimization for Inspection of Spacecraft Hulls by a Swarm of Miniaturized Robots

Automatic Design of Multi-Objective Particle Swarm Optimizers

Automatic Extraction of Understandable Controllers from Video Observations of Swarm Behaviors

Benchmarking Performances of Collective Decision-making Strategies with Respect to Communication Bandwidths in Discrete Collective Estimation

Best-of-N Collective Decisions on a Hierarchy

Collective Decision-making for Conflict Resolution in Multi-Agent Pathfinding

Controlling Robot Swarm Aggregation through a Minority of Informed Robots

Decentralized Multi-Agent Path Finding in Warehouse Environments for Fleets of Mobile Robots with Limited Communication Range

Decomposition and Merging Co-operative Particle Swarm Optimization with Random Grouping

Dynamic Spatial Guided Multi-Guide Particle Swarm Optimization Algorithm for Many-Objective Optimization

Extracting Symbolic Models of Collective Behaviors with Graph Neural Networks and Macro-Micro Evolution

Learning Resilient Swarm Behaviors via Ongoing Evolution

Mind the Gap! Predictive Flocking of Aerial Robot Swarm in Cluttered Environments

Moving Mixtures of Active and Passive Elements with Robots That Do Not Compute

Real-time Coordination of a Foraging Robot Swarm Using Blockchain Smart Contracts

Robot Swarms Break Decision Deadlocks in Collective Perception through Cross-inhibition

Self-Organized Chain Formation of Nano-Drones in an Open Space

The Hidden Benefits of Limited Communication and Slow Sensing in Collective Monitoring of Dynamic Environments

A Novel Time-of-Flight Range and Bearing Sensor System for Micro Air Vehicle Swarms

An Adaptive Metric Model for Collective Motion Structures in Dynamic Environments

An Extension of the iMOACOR Algorithm Based on Layer-Set Selection

Binary Particle Swarm Optimization for Selective Cell Switch-Off in Ultra-Dense 5G Networks

Choeur Synth´etique: an Art Installation Based on Swarm Robotics

Component Swarm Optimization using Virtual Forces for Solving Layout Problems

Constant Bearing Flocking

Distributed Sorting in Complex Environments

Effect of Different Communication Affordances on the Emergence of Collaboration Strategies in an Online Multiplayer Game

Generating and Analyzing Collective Step-climbing Behavior in a Multi-legged Robotic Swarm

Modeling Immune Search through the Lymphatic Network

Optimization of a Self-organized Collective Motion in a Robotic Swarm

Response Threshold Distributions to Improve Best-of-N Decisions in Minimalistic Robot Swarms

Stability-Guided Particle Swarm Optimization

Animals Are Not Particles: Towards a Second Generation of ‘Hetero-Swarm’ Robotics

Applying PSO to Find Optimal Strategy for 3D Chip Layout Design

Particle Swarm Optimization Applied to the Direct Aperture Optimization Problem on Radiotherapy

Search Space Illumination of Robot Swarm Parameters for Trustworthiness.

Notes:

Includes index.

Includes bibliographical references and index.

Other Format:

Print version: Dorigo, Marco Swarm Intelligence

ISBN:

9783031201769

3031201760