| Description |
1 online resource (xvii, 370 pages) : illustrations |
| Series |
IGI Global research collection
|
| Contents |
Section I. Automated Planning -- Multi-Vehicle Missions : Architecture and Algorithms for Distributed Online Planning / Johan Baltik [and others] -- Extending Classical Planning for Time : Research Trends in Optimal and Suboptimal Temporal Planning / Antonio Garrido and Eva Onaindia -- Section II. Constraint Satisfaction and Scheduling -- Principles of Constraint Processing / Roman Bartk -- Stratified Constraint Satisfaction Networks in Synergetic Multi-Agent Simulations of Language Evolution / Alexander Mehler -- Soft-Constrained Linear Programming Support Vector Regression for Nonlinear Black-Box Systems Identification / Zhao Lu and Jing Sun -- Section III. Machine Learning -- Reinforcement Learning and Automated Planning : A Survey / loannis Partalas, Dimitris Vrakas, and loannis Vlahavas -- Induction as a Search Procedure / Stasinos Konstantopoulos [and others] -- Single- and Multi-Order Neurons for Recursive Unsupervised Learning / Kiruthika Ramanathan and Sheng Uei Guan -- Section IV. Optimization -- Optimising Object Classification : Uncertain Reasoning-Based Analysis Using CaRBS Systematic Search Algorithms / Malcolm J. Beynon -- Application of Fuzzy Optimization in Forecasting and Planning of Construction Industry / P. Vasant [and others] -- Rank Improvement Optimization Using PROMETHEE and Trigonometric Differential Evolution / Malcolm J. Beynon -- Section V. Genetic Algorithms and Programming -- Parallelizing Genetic Algorithms : A Case Study / Iker Gondra -- Using Genetic Programming to Extract Knowledge from Artificial Neural Networks / Daniel Rivero, Miguel Varela, and Javier Pereira |
| Summary |
"This book offers scholars and practitioners cutting-edge research on algorithms and techniques such as search, domain independent heuristics, scheduling, constraint satisfaction, optimization, configuration, and planning, and highlights the relationship between the search categories and the various ways a specific application can be modeled and solved using advanced problem solving techniques"--Provided by publisher |
| Bibliography |
Includes bibliographical references (pages 328-358) and index |
| Notes |
Print version record |
| Subject |
Artificial intelligence -- Data processing.
|
|
COMPUTERS -- Expert Systems.
|
|
Artificial intelligence -- Data processing
|
| Form |
Electronic book
|
| Author |
Vrakas, Dimitris, 1977-
|
|
Vlahavas, Ioannis.
|
| ISBN |
9781599047072 |
|
1599047071 |
|
