Genetic Programming Theory and Practice II

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: O’Reilly, Una-May (Επιμελητής έκδοσης), Yu, Tina (Επιμελητής έκδοσης), Riolo, Rick (Επιμελητής έκδοσης), Worzel, Bill (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Boston, MA : Springer US, 2005.
• Σειρά: Genetic Programming, 8
• Θέματα: Computer science.; Software engineering.; Computer programming.; Computers.; Algorithms.; Artificial intelligence.; Computer Science.; Artificial Intelligence (incl. Robotics).; Software Engineering/Programming and Operating Systems.; Theory of Computation.; Computing Methodologies.; Algorithm Analysis and Problem Complexity.; Programming Techniques.

This volume explores the emerging interaction between theory and practice in the cutting-edge, machine learning method of Genetic Programming (GP). The contributions developed from a second workshop at the University of Michigan's Center for the Study of Complex Systems where leading internatio...

Πίνακας περιεχομένων:

• Genetic Programming: Theory and Practice
• Discovering Financial Technical Trading Rules Using Genetic Programming with Lambda Abstraction
• Using Genetic Programming in Industrial Statistical Model Building
• Population Sizing for Genetic Programming Based on Decision-Making
• Considering the Roles of Structure in Problem Solving by Computer
• Lessons Learned Using Genetic Programming in a Stock Picking Context
• Favourable Biasing of Function Sets Using Run Transferable Libraries
• Toward Automated Design of Industrial-Strength Analog Circuits by Means of Genetic Programming
• Topological Synthesis of Robust Dynamic Systems by Sustainable Genetic Programming
• Does Genetic Programming Inherently Adopt Structured Design Techniques?
• Genetic Programming of an Algorithmic Chemistry
• ACGP: Adaptable Constrained Genetic Programming
• Using Genetic Programming to Search for Supply Chain Reordering Policies
• Cartesian Genetic Programming and the Post Docking Filtering Problem
• Listening to Data: Tuning a Genetic Programming System
• Incident Detection on Highways
• Pareto-Front Exploitation in Symbolic Regression
• An Evolved Antenna for Deployment on Nasa’s Space Technology 5 Mission.