Genetic programming: an introduction: on the automatic evolution of computer programs and its applications
Introduction To Automata Theory, Languages, And Computation
Introduction To Automata Theory, Languages, And Computation
A Plug-in Architecture Providing Dynamic Negotiation Capabilities for Mobile Agents
MA '98 Proceedings of the Second International Workshop on Mobile Agents
Genetic Algorithms for Automated Negotiations: A FSM-Based Application Approach
DEXA '00 Proceedings of the 11th International Workshop on Database and Expert Systems Applications
On artificial agents for negotiation in electronic commerce
On artificial agents for negotiation in electronic commerce
| Hi-index | 0.00 |
In this paper, an approach to implement automated auctions as a negotiation mechanism for Business-to-Business electronic commerce applications is presented. It is based on Genetic Algorithms (GAs) that evolve FSMs (Finite State Machines). Each of these FSMs represents an auction strategy that competes on the market and is modified over time according to the outcome of this competition by using GA principles. The paper gives an overview of auctions, especially in the Business-to-Business domain, and other work related to this paper. Then, the application of Genetic Algorithms to automate auctions is presented and relevant details on the prototype implementation are given. In addition, some key results obtained from experiments using this implementation are discussed.