Enabling technology for knowledge sharing
AI Magazine
Communications of the ACM
Multiagent systems and societies of agents
Multiagent systems
A Taxonomy of Evolutionary Algorithms in Combinatorial Optimization
Journal of Heuristics
Agent-based infrastructure and an application to internet information gathering
Knowledge and Information Systems
Speculative Computation by Abduction under Incomplete Communication Environments
ICMAS '00 Proceedings of the Fourth International Conference on MultiAgent Systems (ICMAS-2000)
Multi-agent coordination and control using stigmergy
Computers in Industry
Evolving Dynamic Multi-Objective Optimization Problems with Objective Replacement
Artificial Intelligence Review
Agents in object-oriented software engineering
Software—Practice & Experience - Research Articles
Journal of Management Information Systems - Special section: The impacts of business process change on organizational performance
Ant colony intelligence in multi-agent dynamic manufacturing scheduling
Engineering Applications of Artificial Intelligence
Simulating the generic job shop as a multi-agent system
International Journal of Intelligent Systems Technologies and Applications
FBS-enhanced agent-based dynamic scheduling in FMS
Engineering Applications of Artificial Intelligence
Embedding intelligent decision making within complex dynamic environments
Artificial Intelligence Review
A study on diversity and cooperation in a multiagent strategy for dynamic optimization problems
International Journal of Intelligent Systems - Special Issue on Nature Inspired Cooperative Strategies for Optimization
A multi-agent-based hybrid framework for international marketing planning under uncertainty
International Journal of Intelligent Systems in Accounting and Finance Management
Agent-based simulation of electricity markets: a survey of tools
Artificial Intelligence Review
Evolutionary swarm cooperative optimization in dynamic environments
Natural Computing: an international journal
Evolutionary optimization on problems subject to changes of variables
PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part II
An Agent-based Evolutionary Search for Dynamic Travelling Salesman Problem
ICIE '10 Proceedings of the 2010 WASE International Conference on Information Engineering - Volume 01
Optimization in dynamic environments: a survey on problems, methods and measures
Soft Computing - A Fusion of Foundations, Methodologies and Applications
A survey of security issue in multi-agent systems
Artificial Intelligence Review
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Several papers in the literature employ agent-based modeling approach for providing reasonable solutions to dynamic optimization problems (DOPs). However, these studies employ a variety of agent-based modeling approaches with different strategies and features for different DOPs. On the other hand, there is an absence in the literature of a formal representation of the existing agent-based solution strategies. This paper proposes a representation scheme indicating how the solution strategies with agent-based approach can be summarized in a concise manner. We present these in a tabular form called "Agent Based Dynamic Optimization Problem Solution Strategy" (ABDOPSS). ABDOPSS distinguishes different classes of agent based algorithms (via communication type, cooperation type, dynamism domain and etc.) by specifying the fundamental ingredients of each of these approaches with respect to problem domain (problems with dynamic objective functions, constraints and etc.). This paper also analyzes 18 generic studies in the literature employing agent-based modeling based on ABDOPSS.