Introduction |

Introduction |

Introduction |

Introduction |

Introduction |

Introduction |

Introduction |

Introduction |

Preliminaries and related work |

Agent-based modeling and simulation |

Agent-based modeling and simulation |

Agent-based modeling and simulation |

Agent-based modeling and simulation |

Agent-based modeling and simulation |

Agent-based modeling and simulation |

Agent-based modeling and simulation |

Agent-based modeling and simulation |

Agent-based modeling and simulation |

Agent-based modeling and simulation |

Agent-based modeling and simulation |

Agent-based modeling and simulation |

Agent-based modeling and simulation |

Agent-based modeling and simulation |

Agent-based modeling and simulation |

Agent-based modeling and simulation |

Agent-based modeling and simulation |

Agent-based modeling and simulation |

Agent-based modeling and simulation |

Agent-based modeling and simulation |

Agent-based modeling and simulation |

Agent-based modeling and simulation |

Agent-based modeling and simulation |

Agent-based modeling and simulation |

Agent-based modeling and simulation |

Agent-based modeling and simulation |

Agent-based modeling and simulation |

Agent-based modeling and simulation |

Agent-based modeling and simulation |

Agent-based modeling and simulation |

Agent-based modeling and simulation |

Agent-based modeling and simulation |

Agent-based modeling and simulation |

Agent-based modeling and simulation |

Agent-based modeling and simulation |

Agent-based modeling and simulation |

Agent-based modeling and simulation |

Parallel and distributed multi-agent simulation |

Parallel and distributed multi-agent simulation |

Parallel and distributed multi-agent simulation |

Parallel and distributed multi-agent simulation |

Parallel and distributed multi-agent simulation |

Parallel and distributed multi-agent simulation |

Parallel and distributed multi-agent simulation |

Parallel and distributed multi-agent simulation |

Parallel and distributed multi-agent simulation |

Parallel and distributed multi-agent simulation |

Parallel and distributed multi-agent simulation |

Parallel and distributed multi-agent simulation |

Summary |

Summary |

Effective and efficient model development |

The need for a reference model for agent-based modeling and simulation |

The need for a reference model for agent-based modeling and simulation |

The need for a reference model for agent-based modeling and simulation |

The need for a reference model for agent-based modeling and simulation |

The need for a reference model for agent-based modeling and simulation |

The need for a reference model for agent-based modeling and simulation |

The need for a reference model for agent-based modeling and simulation |

The need for a reference model for agent-based modeling and simulation |

The need for a reference model for agent-based modeling and simulation |

The need for a reference model for agent-based modeling and simulation |

GRAMS – General Reference Model for Agent-based Modeling and Simulation |

GRAMS – General Reference Model for Agent-based Modeling and Simulation |

GRAMS – General Reference Model for Agent-based Modeling and Simulation |

GRAMS – General Reference Model for Agent-based Modeling and Simulation |

GRAMS – General Reference Model for Agent-based Modeling and Simulation |

GRAMS – General Reference Model for Agent-based Modeling and Simulation |

GRAMS – General Reference Model for Agent-based Modeling and Simulation |

GRAMS – General Reference Model for Agent-based Modeling and Simulation |

GRAMS – General Reference Model for Agent-based Modeling and Simulation |

GRAMS – General Reference Model for Agent-based Modeling and Simulation |

GRAMS – General Reference Model for Agent-based Modeling and Simulation |

GRAMS – General Reference Model for Agent-based Modeling and Simulation |

GRAMS – General Reference Model for Agent-based Modeling and Simulation |

GRAMS – General Reference Model for Agent-based Modeling and Simulation |

GRAMS – General Reference Model for Agent-based Modeling and Simulation |

GRAMS – General Reference Model for Agent-based Modeling and Simulation |

GRAMS – General Reference Model for Agent-based Modeling and Simulation |

GRAMS – General Reference Model for Agent-based Modeling and Simulation |

GRAMS – General Reference Model for Agent-based Modeling and Simulation |

GRAMS – General Reference Model for Agent-based Modeling and Simulation |

GRAMS – General Reference Model for Agent-based Modeling and Simulation |

GRAMS – General Reference Model for Agent-based Modeling and Simulation |

GRAMS – General Reference Model for Agent-based Modeling and Simulation |

GRAMS – General Reference Model for Agent-based Modeling and Simulation |

GRAMS – General Reference Model for Agent-based Modeling and Simulation |

GRAMS – General Reference Model for Agent-based Modeling and Simulation |

GRAMS – General Reference Model for Agent-based Modeling and Simulation |

GRAMS – General Reference Model for Agent-based Modeling and Simulation |

GRAMS – General Reference Model for Agent-based Modeling and Simulation |

GRAMS – General Reference Model for Agent-based Modeling and Simulation |

GRAMS – General Reference Model for Agent-based Modeling and Simulation |

GRAMS – General Reference Model for Agent-based Modeling and Simulation |

GRAMS – General Reference Model for Agent-based Modeling and Simulation |

GRAMS – General Reference Model for Agent-based Modeling and Simulation |

GRAMS – General Reference Model for Agent-based Modeling and Simulation |

GRAMS – General Reference Model for Agent-based Modeling and Simulation |

Summary |

Summary |

Summary |

Effective model execution |

Model partitioning and multi-level parallelization |

Model partitioning and multi-level parallelization |

Model partitioning and multi-level parallelization |

Model partitioning and multi-level parallelization |

Model partitioning and multi-level parallelization |

Model partitioning and multi-level parallelization |

Model partitioning and multi-level parallelization |

Model partitioning and multi-level parallelization |

Model partitioning and multi-level parallelization |

Model partitioning and multi-level parallelization |

Model partitioning and multi-level parallelization |

Model partitioning and multi-level parallelization |

Model partitioning and multi-level parallelization |

Model partitioning and multi-level parallelization |

Model partitioning and multi-level parallelization |

Model partitioning and multi-level parallelization |

Example implementation of GRAMS |

Example implementation of GRAMS |

Example implementation of GRAMS |

Example implementation of GRAMS |

Example implementation of GRAMS |

Example implementation of GRAMS |

Example implementation of GRAMS |

Example implementation of GRAMS |

Example implementation of GRAMS |

Example implementation of GRAMS |

Example implementation of GRAMS |

Example implementation of GRAMS |

Example implementation of GRAMS |

Example implementation of GRAMS |

Example implementation of GRAMS |

Example implementation of GRAMS |

Example implementation of GRAMS |

Example implementation of GRAMS |

Example implementation of GRAMS |

Example implementation of GRAMS |

Example implementation of GRAMS |

Example implementation of GRAMS |

Example implementation of GRAMS |

Example implementation of GRAMS |

Example implementation of GRAMS |

Example implementation of GRAMS |

Example implementation of GRAMS |

Example implementation of GRAMS |

Example implementation of GRAMS |

Example implementation of GRAMS |

Example implementation of GRAMS |

Example implementation of GRAMS |

Example implementation of GRAMS |

Example implementation of GRAMS |

Example implementation of GRAMS |

Summary |

Summary |

Summary |

Conclusions |

Conclusions and outlook |

Conclusions and outlook |

Conclusions and outlook |

Conclusions and outlook |

Conclusions and outlook |

Appendix |

A Case studies of the GRAMS reference model |

A Case studies of the GRAMS reference model |

A Case studies of the GRAMS reference model |

A Case studies of the GRAMS reference model |

A Case studies of the GRAMS reference model |

A Case studies of the GRAMS reference model |

A Case studies of the GRAMS reference model |

A Case studies of the GRAMS reference model |

A Case studies of the GRAMS reference model |

A Case studies of the GRAMS reference model |

A Case studies of the GRAMS reference model |

A Case studies of the GRAMS reference model |

A Case studies of the GRAMS reference model |

A Case studies of the GRAMS reference model |

A Case studies of the GRAMS reference model |

A Case studies of the GRAMS reference model |

A Case studies of the GRAMS reference model |

A Case studies of the GRAMS reference model |

A Case studies of the GRAMS reference model |

A Case studies of the GRAMS reference model |

A Case studies of the GRAMS reference model |

A Case studies of the GRAMS reference model |

A Case studies of the GRAMS reference model |

Bibliography |

Bibliography |

Bibliography |

Bibliography |

Bibliography |

Bibliography |

Bibliography |

Bibliography |

Bibliography |

Bibliography |

Bibliography |

Bibliography |

Bibliography |

Bibliography |

Bibliography |

Bibliography |

Bibliography |

Bibliography |

Bibliography |

Bibliography |

Bibliography |