Flocks, herds and schools: A distributed behavioral model
SIGGRAPH '87 Proceedings of the 14th annual conference on Computer graphics and interactive techniques
Swarm intelligence: from natural to artificial systems
Swarm intelligence: from natural to artificial systems
Entropy and self-organization in multi-agent systems
Proceedings of the fifth international conference on Autonomous agents
Wasp nests for self-configurable factories
Proceedings of the fifth international conference on Autonomous agents
Introduction to Multiagent Systems
Introduction to Multiagent Systems
Self-Organization in Biological Systems
Self-Organization in Biological Systems
Multiple Ant-Colony Optimization for Network Routing
CW '02 Proceedings of the First International Symposium on Cyber Worlds (CW'02)
Multi-agent coordination and control using stigmergy
Computers in Industry
Ant Colony Optimisation for Machine Layout Problems
Computational Optimization and Applications
Hybrid Fuzzy-Genetic Algorithm Approach for Crew Grouping
ISDA '05 Proceedings of the 5th International Conference on Intelligent Systems Design and Applications
Particle Swarm Optimization with Discrete Recombination: An Online Optimizer for Evolvable Hardware
AHS '06 Proceedings of the first NASA/ESA conference on Adaptive Hardware and Systems
Image Thresholding Using Ant Colony Optimization
CRV '06 Proceedings of the The 3rd Canadian Conference on Computer and Robot Vision
Applying Brightness Information in Satellite Image Data Search using Distributed Genetic Algorithm
ICHIT '06 Proceedings of the 2006 International Conference on Hybrid Information Technology - Volume 02
Journal of Global Optimization
ICNC '07 Proceedings of the Third International Conference on Natural Computation - Volume 01
A Particle Swarm Social Model for Multi-Agent Based Insurgency Warfare Simulation
SERA '07 Proceedings of the 5th ACIS International Conference on Software Engineering Research, Management & Applications
Particle swarm optimization for pap-smear diagnosis
Expert Systems with Applications: An International Journal
A field-based versus a protocol-based approach for adaptive task assignment
Autonomous Agents and Multi-Agent Systems
Industrial deployment of multi-agent technologies: review and selected case studies
Autonomous Agents and Multi-Agent Systems
An Ant Colony Optimization Approach to Multi-Objective Supply Chain Model
SSIRI '08 Proceedings of the 2008 Second International Conference on Secure System Integration and Reliability Improvement
A particle swarm optimization for the vehicle routing problem with simultaneous pickup and delivery
Computers and Operations Research
Region Water Supply System Optimization Based on Binary and Continuous Ant Colony Algorithms
ICICTA '08 Proceedings of the 2008 International Conference on Intelligent Computation Technology and Automation - Volume 01
A Fast SAR Image Segmentation Algorithm Based on Particle Swarm Optimization and Grey Entropy
ICNC '08 Proceedings of the 2008 Fourth International Conference on Natural Computation - Volume 04
On QoS Anycast Routing Algorithm based on Particle Swarm Optimization
ICYCS '08 Proceedings of the 2008 The 9th International Conference for Young Computer Scientists
An Approach to Mobile IP Routing Based on QPSO Algorithm
PACIIA '08 Proceedings of the 2008 IEEE Pacific-Asia Workshop on Computational Intelligence and Industrial Application - Volume 01
A stigmergic approach for dynamic routing of active products in FMS
Computers in Industry
Self-Organization in Manufacturing Systems: Challenges and Opportunities
SASOW '08 Proceedings of the 2008 Second IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops
Environment Mediated Multi Agent Simulation Tools - A Comparison
SASOW '08 Proceedings of the 2008 Second IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops
An Improved Ant Colony Optimization for Flexible Job Shop Scheduling Problems
CSO '09 Proceedings of the 2009 International Joint Conference on Computational Sciences and Optimization - Volume 01
Tuning fuzzy PID controllers using ant colony optimization
MED '09 Proceedings of the 2009 17th Mediterranean Conference on Control and Automation
SMT Automatic Optical Inspection Path Planning Based on MDSPSO Algorithm
CINC '09 Proceedings of the 2009 International Conference on Computational Intelligence and Natural Computing - Volume 02
GCIS '09 Proceedings of the 2009 WRI Global Congress on Intelligent Systems - Volume 03
Holonic Rationale and Self-organization on Design of Complex Evolvable Systems
HoloMAS '09 Proceedings of the 4th International Conference on Industrial Applications of Holonic and Multi-Agent Systems: Holonic and Multi-Agent Systems for Manufacturing
Distributed control of production systems
Engineering Applications of Artificial Intelligence
Agent-based distributed manufacturing control: A state-of-the-art survey
Engineering Applications of Artificial Intelligence
AntNet: distributed stigmergetic control for communications networks
Journal of Artificial Intelligence Research
CSE '09 Proceedings of the 2009 International Conference on Computational Science and Engineering - Volume 02
A Study on Prognosis of Brain Tumors Using Fuzzy Logic and Genetic Algorithm Based Techniques
IJCBS '09 Proceedings of the 2009 International Joint Conference on Bioinformatics, Systems Biology and Intelligent Computing
Teamwork in self-organized robot colonies
IEEE Transactions on Evolutionary Computation
ADACOR: A holonic architecture for agile and adaptive manufacturing control
Computers in Industry
Genetic Algorithm Applied to Robotic Squad Coordination
CERMA '09 Proceedings of the 2009 Electronics, Robotics and Automotive Mechanics Conference (cerma 2009)
A Genetic Algorithm to Logistics Distribution Vehicle Routing Problem with Fuzzy Due Time
FSKD '09 Proceedings of the 2009 Sixth International Conference on Fuzzy Systems and Knowledge Discovery - Volume 06
A Genetic Algorithm-Based Approach to Flexible Job-Shop Scheduling Problem
ICNC '09 Proceedings of the 2009 Fifth International Conference on Natural Computation - Volume 04
Ant colony optimization to price exotic options
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Fuzzy ant colony optimization for optimal control
ACC'09 Proceedings of the 2009 conference on American Control Conference
Cooperative defensive surveillance using unmanned aerial vehicles
ACC'09 Proceedings of the 2009 conference on American Control Conference
Job Shop Scheduling Problem with a Novel Particle Swarm Optimization Based on Tabu Search
AICI '09 Proceedings of the 2009 International Conference on Artificial Intelligence and Computational Intelligence - Volume 02
Maximization of Expected Target Damage Value Using Quantum Particle Swarm Optimization
DESE '09 Proceedings of the 2009 Second International Conference on Developments in eSystems Engineering
An Improved Implementation of Brain Tumor Detection Using Soft Computing
ICCSN '10 Proceedings of the 2010 Second International Conference on Communication Software and Networks
Hybrid particle swarm optimization for 3-D image registration
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
An intrusion detection framework for sensor networks using ant colony
Asilomar'09 Proceedings of the 43rd Asilomar conference on Signals, systems and computers
Solving Facility Layout Problem via Particle Swarm Optimization
CSO '10 Proceedings of the 2010 Third International Joint Conference on Computational Science and Optimization - Volume 01
Semi-heterarchical control of FMS: From theory to application
Engineering Applications of Artificial Intelligence
Optimization of induction motor control using genetic algorithms
AQTR '10 Proceedings of the 2010 IEEE International Conference on Automation, Quality and Testing, Robotics (AQTR) - Volume 03
Dynamic path planning of mobile robots based on ABC algorithm
AICI'10 Proceedings of the 2010 international conference on Artificial intelligence and computational intelligence: Part II
An energy-efficient ant-based routing algorithm for wireless sensor networks
ANTS'06 Proceedings of the 5th international conference on Ant Colony Optimization and Swarm Intelligence
Heterarchical production control in manufacturing systems using the potential fields concept
Journal of Intelligent Manufacturing
The control of myopic behavior in semi-heterarchical production systems: A holonic framework
Engineering Applications of Artificial Intelligence
Journal of Network and Computer Applications
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The current market's demand for customization and responsiveness is a major challenge for producing intelligent, adaptive manufacturing systems. The Multi-Agent System (MAS) paradigm offers an alternative way to design this kind of system based on decentralized control using distributed, autonomous agents, thus replacing the traditional centralized control approach. The MAS solutions provide modularity, flexibility and robustness, thus addressing the responsiveness property, but usually do not consider true adaptation and re-configuration. Understanding how, in nature, complex things are performed in a simple and effective way allows us to mimic nature's insights and develop powerful adaptive systems that able to evolve, thus dealing with the current challenges imposed on manufacturing systems. The paper provides an overview of some of the principles found in nature and biology and analyses the effectiveness of bio-inspired methods, which are used to enhance multi-agent systems to solve complex engineering problems, especially in the manufacturing field. An industrial automation case study is used to illustrate a bio-inspired method based on potential fields to dynamically route pallets.