Artificial intelligence: a modern approach
Artificial intelligence: a modern approach
The Design of Intelligent Agents: A Layered Approach
The Design of Intelligent Agents: A Layered Approach
A Roadmap of Agent Research and Development
Autonomous Agents and Multi-Agent Systems
Is it an Agent, or Just a Program?: A Taxonomy for Autonomous Agents
ECAI '96 Proceedings of the Workshop on Intelligent Agents III, Agent Theories, Architectures, and Languages
Evolutionary computation: comments on the history and current state
IEEE Transactions on Evolutionary Computation
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part I
Agent-Based Evolutionary and Immunological Optimization
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part II
Coevolution of a Fuzzy Rule Base for Classification Problems
RSEISP '07 Proceedings of the international conference on Rough Sets and Intelligent Systems Paradigms
User-Assisted Management of Agent-Based Evolutionary Computation
ICCS '08 Proceedings of the 8th international conference on Computational Science, Part III
ICCS 2009 Proceedings of the 9th International Conference on Computational Science
Functional Integrity of Multi-agent Computational System Supported by Component-Based Implementation
HoloMAS '09 Proceedings of the 4th International Conference on Industrial Applications of Holonic and Multi-Agent Systems: Holonic and Multi-Agent Systems for Manufacturing
Formal model for agent-based asynchronous evolutionary computation
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
A-Teams and Their Applications
ICCCI '09 Proceedings of the 1st International Conference on Computational Collective Intelligence. Semantic Web, Social Networks and Multiagent Systems
A model of co-evolution in multi-agent system
CEEMAS'03 Proceedings of the 3rd Central and Eastern European conference on Multi-agent systems
An evolutionary agent system for mathematical programming
ISICA'07 Proceedings of the 2nd international conference on Advances in computation and intelligence
Asymptotic analysis of computational multi-agent systems
PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part I
Immune-Based optimization of predicting neural networks
ICCS'05 Proceedings of the 5th international conference on Computational Science - Volume Part III
Semi-elitist evolutionary multi-agent system for multiobjective optimization
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part III
Agent-Based evolutionary model for knowledge acquisition in dynamical environments
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part III
Maintaining diversity in agent-based evolutionary computation
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part III
Evolutionary multi-agent system in hard benchmark continuous optimisation
EvoApplications'13 Proceedings of the 16th European conference on Applications of Evolutionary Computation
Transactions on Computational Collective Intelligence IX
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The paper deals with a specific class of multi-agent systems, in principle similar to evolutionary algorithms, but utilising a more complex, since decentralised, model of evolution. The proposed layered architecture uses the notion of a profile that models strategies and goals of an agent with respect to some aspect of its operation. The paper presents main ideas of the architecture illustrated by a concrete realisation that is an evolutionary multi-agent system solving a generic optimisation problem.