Models of my life
Adaptation in natural and artificial systems
Adaptation in natural and artificial systems
Artificial minds
Coordination via genetic learning
Computational Economics - Special issue: genetic algorithms
Self-organization of markets: an example of a computational approach
Computational Economics - Special issue: genetic algorithms
Hidden order: how adaptation builds complexity
Hidden order: how adaptation builds complexity
The sciences of the artificial (3rd ed.)
The sciences of the artificial (3rd ed.)
Adaptive individuals in evolving populations: models and algorithms
Adaptive individuals in evolving populations: models and algorithms
Growing artificial societies: social science from the bottom up
Growing artificial societies: social science from the bottom up
Simulating organizations: computational models of institutions and groups
Simulating organizations: computational models of institutions and groups
Foresight-based pricing algorithms in an economy of software agents
Proceedings of the first international conference on Information and computation economies
Open problems in artificial life
Artificial Life - Special issue on the Artificial Life VII: looking backward, looking forward
Being There: Putting Brain, Body, and World Together Again
Being There: Putting Brain, Body, and World Together Again
Introduction to Reinforcement Learning
Introduction to Reinforcement Learning
Adaptive Learning by Genetic Algorithms: Analytical Results and Applications to Economic Models
Adaptive Learning by Genetic Algorithms: Analytical Results and Applications to Economic Models
Computational Economics
Learning to Be Thoughtless: Social Norms and Individual Computation
Computational Economics
Bilateral Trade and `Small-World' Networks
Computational Economics
Pricing in Agent Economies Using Multi-Agent Q-Learning
Autonomous Agents and Multi-Agent Systems
EP '98 Proceedings of the 7th International Conference on Evolutionary Programming VII
The View From Elsewhere: Perspectives on ALife Modeling
Artificial Life
Is Echo a Complex Adaptive System?
Evolutionary Computation
Guest editorial agent-based modeling of evolutionary economic systems
IEEE Transactions on Evolutionary Computation
IEEE Transactions on Evolutionary Computation
Phase transition in a foreign exchange market-analysis based on anartificial market approach
IEEE Transactions on Evolutionary Computation
To innovate or not to innovate?
IEEE Transactions on Evolutionary Computation
Emerging small-world referral networks in evolutionary labormarkets
IEEE Transactions on Evolutionary Computation
IEEE Transactions on Evolutionary Computation
IEEE Transactions on Evolutionary Computation
A computational laboratory for evolutionary trade networks
IEEE Transactions on Evolutionary Computation
Old wine in a new wineskin: college choice, college access using agent-based modeling
Social Science Computer Review - Computer-based methods: State of the art
Agent-based computational economics: modeling economies as complex adaptive systems
Information Sciences—Informatics and Computer Science: An International Journal
Towards a comparison of evolutionary creativity in biological and cultural evolution
ICAL 2003 Proceedings of the eighth international conference on Artificial life
An evolutionary framework for studying behaviors of economic agents
AAMAS '03 Proceedings of the second international joint conference on Autonomous agents and multiagent systems
Further towards a taxonomy of agent-based simulation models in environmental management
Mathematics and Computers in Simulation - Selected papers of the MSSANZ/IMACS 14th biennial conference on modelling and simulation
A Manifesto for Agent Technology: Towards Next Generation Computing
Autonomous Agents and Multi-Agent Systems
Proceedings of the 2005 ACM symposium on Applied computing
A market-based approach to recommender systems
ACM Transactions on Information Systems (TOIS)
Agent-based computational modeling of the stock price-volume relation
Information Sciences: an International Journal - Special issue: Computational intelligence in economics and finance
A Comprehensive Overview of the Applications of Artificial Life
Artificial Life
Asking the right question: Risk and expectation in multiagent contracting
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Design, development and validation of an agent-based model of electronic auctions
Information Technology and Management
Tutorial on agent-based modeling and simulation
WSC '05 Proceedings of the 37th conference on Winter simulation
Implementing an agent trade server
Decision Support Systems
Resource trading using cognitive agents: A hybrid perspective and its simulation
Future Generation Computer Systems
Artificial Life
Learning and Cooperation in Sequential Games
Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems
The Origin of Epistemic Structures and Proto-Representations
Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems
Agent-based modeling and simulation: desktop ABMS
Proceedings of the 39th conference on Winter simulation: 40 years! The best is yet to come
Electricity market simulation: multiagent system approach
Proceedings of the 2008 ACM symposium on Applied computing
The Effects of Customer Value on Loyalty and Profits in a Dynamic Competitive Market
Computational Economics
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part II
Learning bidding strategies with autonomous agents in environments with unstable equilibrium
Decision Support Systems
Agent-based modeling and simulation: ABMS examples
Proceedings of the 40th Conference on Winter Simulation
Adaptive learning in evolving task allocation networks
Proceedings of The 8th International Conference on Autonomous Agents and Multiagent Systems - Volume 1
An agent-based commodity trading simulation
Proceedings of The 8th International Conference on Autonomous Agents and Multiagent Systems - Volume 2
Co-evolutionary learning with strategic coalition for multiagents
Applied Soft Computing
TAPE: thermal-aware agent-based power economy for multi/many-core architectures
Proceedings of the 2009 International Conference on Computer-Aided Design
Modeling multi-agent labor market based on co-evolutionary computation and game theory
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
What Format for Multi-Unit Multiple-Bid Auctions?
Computational Economics
An algorithmic theory of mobile agents
TGC'06 Proceedings of the 2nd international conference on Trustworthy global computing
Evolutionary mechanism design: a review
Autonomous Agents and Multi-Agent Systems
Behaviour adaptation in the multi-agent, multi-objective and multi-role supply chain
Computers in Industry
Managing information diffusion in Name-Your-Own-Price auctions
Decision Support Systems
An agent-based framework for assessing the cost of committal search in supply networks
MABS'09 Proceedings of the 10th international conference on Multi-agent-based simulation
Complex adaptive digital EcoSystems
Proceedings of the International Conference on Management of Emergent Digital EcoSystems
Modelling greed of agents in economical context
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part II
Learning and predicting financial time series by combining natural computation and agent simulation
EvoApplications'11 Proceedings of the 2011 international conference on Applications of evolutionary computation - Volume Part II
Neural networks as a unifying learning model for random normal form games
Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems
Learning in a multi-agent approach to a fish bank game
CEEMAS'05 Proceedings of the 4th international Central and Eastern European conference on Multi-Agent Systems and Applications
Expert Systems with Applications: An International Journal
Agent-Based evolutionary labor market model with strategic coalition
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
ER'06 Proceedings of the 25th international conference on Conceptual Modeling
A comparative study of a financial agent based simulator across learning scenarios
ADMI'11 Proceedings of the 7th international conference on Agents and Data Mining Interaction
Learning predictive models for financial time series by using agent based simulations
Transactions on Compuational Collective Intelligence VI
Agent-based competitive simulation: exploring future retail energy markets
Proceedings of the 12th International Conference on Electronic Commerce: Roadmap for the Future of Electronic Business
International Journal of Agent Technologies and Systems
Themis-1: an agent-based model of a modern monetary reserve system
Proceedings of the Agent-Directed Simulation Symposium
A systematic approach for new service concept generation: Application of agent-based simulation
Expert Systems with Applications: An International Journal
Comparative analysis of agent-based and population-based modelling in epidemics and economics
Multiagent and Grid Systems
Biased trader model and analysis of financial market dynamics
International Journal of Knowledge-based and Intelligent Engineering Systems
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Agent-based computational economics (ACE) is the computational study of economies modeled as evolving systems of autonomous interacting agents. Thus, ACE is a specialization of economics of the basic complex adaptive systems paradigm. This study outlines the main objectives and defining characteristics of the ACE methodology and discusses similarities and distinctions between ACE and artificial life research. Eight ACE research areas are identified, and a number of publications in each area are highlighted for concrete illustration. Open questions and directions for future ACE research are also considered. The study concludes with a discussion of the potential benefits associated with ACE modeling, as well as some potential difficulties.