Constructing Intelligent Agents Using Java
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Constructing Intelligent Agents Using Java
A state-of-the-art guide on how to build intelligent Web-based applications using Java Joseph and Jennifer Bigus update and significantly expand their book on building intelligent Web-based applications using Java. Geared to network programmers or Web developers who have previously programmed agents in Smalltalk or C++, this practical book explains in detail how to construct agents capable of learning and competing, including both design principles and actual code for personal agents, network or Web agents, multi-agent systems and commercial agents. New and revised coverage includes agent tools, agent uses for Web applications (including personalization, cross-selling, and e-commerce), and additional AI technologies such as fuzzy logic and genetic algorithms.
Constructing Intelligent Agents with Java
Intelligent Agents with Java(TM) A Programmer's Guide to Smarter Applications Add Artificial Intelligence to your Java applications * Learn to design and implement agent-based reasoning, modeling, and learning * Build your own personal assistants, Web agents, e-commerce agents, and multiagent systems. Learn how to create intelligent agents that can automate, mediate, and administer basic business functions. Java makes it easier than ever for programmers to build complex agents that reason and learn. In this book, enterprise programming experts Joe and Jennifer Bigus show you how to take advantage of Java's advanced features to differentiate your applications and build the smartest high-powered applications possible. The authors explain the principles of Al program design using Java's object-oriented features and present the essential AI algorithms used to develop agents that reason, model, and learn to adapt to the world around them. They then show how to apply these algorithms and techniques in practical "real-world" distributed computing applications. They develop an intelligent agent architecture and use it to construct several agent-enhanced programs, including a PC management agent, an adaptive Internet news reader that filters articles based on user preferences, and an electronic marketplace application where agents do the buying and selling. The enclosed CD-ROM gives you: * Complete source code for Java implementations of AI search algorithms, rule-based inferencing, and neural network learning * Java source code for three practical intelligent agent applications * The IBM Agent Building Environment (ABE) Developer's Toolkit