Advanced Methods and Applications in Computational Intelligence, 1st Edition

  • Published By:
  • ISBN-10: 3319014366
  • ISBN-13: 9783319014364
  • DDC: 006.3
  • Grade Level Range: College Freshman - College Senior
  • 408 Pages | eBook
  • Original Copyright 2014 | Published/Released June 2014
  • This publication's content originally published in print form: 2014

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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 6th to the 8th 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 Cover.
Editorial Board.
Title Page.
Copyright Page.
1: Practical Applications of Modern Heuristic Methods.
2: Data Mining Approach for Decision and Classification Systems Using Logic Synthesis Algorithms.
3: Fast Algorithm of Attribute Reduction Based on the Complementation of Boolean Function.
4: Multi-GPU Tabu Search Metaheuristic for the Flexible Job Shop Scheduling Problem.
5: Stable Scheduling with Random Processing Times.
6: Neural Networks Based Feature Selection in Biological Data Analysis.
7: On the Identification of Virtual Tumor Markers and Tumor Diagnosis Predictors Using Evolutionary Algorithms.
8: Affinity Based Slotting in Warehouses with Dynamic Order Patterns.
9: Technological Infrastructure and Business Intelligence Strategies for the EDEVITALZH eHealth Delivery System.
10: Correlation of Problem Hardness and Fitness Landscapes in the Quadratic Assignment Problem.
11: Architecture and Design of the HeuristicLab Optimization Environment.
12: Network Management Essential Problems.
13: A Biomimetic SANET Middleware Infrastructure for Guiding and Maneuvering Autonomous Land-Yacht Vessels.
14: Improvement of Spatial Routing in WSN Based on LQI or RSSI Indicator.
15: Centralized and Distributed CRRM in Heterogeneous Wireless Networks.
16: An Intelligent Model for Distributed Systems in Next Generation Networks.
17: The Study of the OFDM and MIMO-OFDM Networks Compatibility – Measurements and Simulations.
18: Intelligent System Applications.
19: EMC between WIMAX 1.5GHz and WLAN 2.4GHz Systems Operating in the Same Area.
20: An Anticipatory SANET Environment for Training and Simulation of Laparoscopic Surgical Procedures.
21: Towards Ubiquitous and Pervasive Healthcare.