Advanced Methods and Applications in Computational Intelligence

✍ Scribed by Grzegorz Borowik (auth.), Ryszard Klempous, Jan Nikodem, Witold Jacak, Zenon Chaczko (eds.)

• Publisher: Springer International Publishing
• Year: 2014
• Tongue: English
• Leaves: 412
• Series: Topics in Intelligent Engineering and Informatics 6
• Edition: 1
• Category: Library

✦ Synopsis

This book offers an excellent presentation of intelligent engineering and informatics foundations for researchers in this field as well as many examples with industrial application. It contains extended versions of selected papers presented at the inaugural ACASE 2012 Conference dedicated to the Applications of Systems Engineering. This conference was held from the 6^th to the 8^th of February 2012, at the University of Technology, Sydney, Australia, organized by the University of Technology, Sydney (Australia), Wroclaw University of Technology (Poland) and the University of Applied Sciences in Hagenberg (Austria). The book is organized into three main parts. Part I contains papers devoted to the heuristic approaches that are applicable in situations where the problem cannot be solved by exact methods, due to various characteristics or dimensionality problems. Part II covers essential issues of the network management, presents intelligent models of the next generation of networks and distributed systems as well as discusses applications of modern numerical methods in large intractable systems. Part III covers salient issues of complexity in intelligent system applications. This part also contains papers and articles which discuss concurrency issues that arise when multiple systems attempt to use the same radio space and the inter-connected system applications in the field of medical simulation and training.

✦ Table of Contents

Front Matter....Pages 1-17
Front Matter....Pages 1-1
Data Mining Approach for Decision and Classification Systems Using Logic Synthesis Algorithms....Pages 3-23
Fast Algorithm of Attribute Reduction Based on the Complementation of Boolean Function....Pages 25-41
Multi-GPU Tabu Search Metaheuristic for the Flexible Job Shop Scheduling Problem....Pages 43-60
Stable Scheduling with Random Processing Times....Pages 61-77
Neural Networks Based Feature Selection in Biological Data Analysis....Pages 79-94
On the Identification of Virtual Tumor Markers and Tumor Diagnosis Predictors Using Evolutionary Algorithms....Pages 95-122
Affinity Based Slotting in Warehouses with Dynamic Order Patterns....Pages 123-143
Technological Infrastructure and Business Intelligence Strategies for the EDEVITALZH eHealth Delivery System....Pages 145-164
Correlation of Problem Hardness and Fitness Landscapes in the Quadratic Assignment Problem....Pages 165-195
Architecture and Design of the HeuristicLab Optimization Environment....Pages 197-261
Front Matter....Pages 263-263
A Biomimetic S anet Middleware Infrastructure for Guiding and Maneuvering Autonomous Land-Yacht Vessels....Pages 265-283
Improvement of Spatial Routing in WSN Based on LQI or RSSI Indicator....Pages 285-297
Centralized and Distributed CRRM in Heterogeneous Wireless Networks....Pages 299-314
An Intelligent Model for Distributed Systems in Next Generation Networks....Pages 315-334
The Study of the OFDM and MIMO-OFDM Networks Compatibility – Measurements and Simulations....Pages 335-347
Front Matter....Pages 349-349
EMC between WIMAX 1.5GHz and WLAN 2.4GHz Systems Operating in the Same Area....Pages 351-365
An Anticipatory S anet Environment for Training and Simulation of Laparoscopic Surgical Procedures....Pages 367-385
Towards Ubiquitous and Pervasive Healthcare....Pages 387-404
Back Matter....Pages 405-408

✦ Subjects

Computational Intelligence; Artificial Intelligence (incl. Robotics)