The proceedings of SocProS 2013 serve as an academic bonanza for scientists and researchers working in the field of Soft Computing. This book contains theoretical as well as practical aspects of Soft Computing, an umbrella term for techniques like fuzzy logic, neural networks and evolutionary algorithms, swarm intelligence algorithms etc.This book will be beneficial for the young as well as experienced researchers dealing with complex and intricate real world problems for which finding a solution by traditional methods is very difficult.The different areas covered in the proceedings are: Image Processing, Cryptanalysis, Supply Chain Management, Newly Proposed Nature Inspired Algorithms, Optimization, Problems related to Medical and Health Care, Networking etc.

Provides rich and authentic literature in the area of computational intelligence to help new researchers Discusses latest findings on wide variety of industrial, engineering and scientific applications of nature/bio-inspired computing Presents invited papers from the inventors/originators of some computational techniques for the readers to understand the key concepts Includes supplementary material: sn.pub/extras

Autorentext

Dr. Millie Pant is Associate Professor with the Department of Paper Technology, Indian Institute of Technology Roorkee, Roorkee, India. She has to her credit several research papers in journals of national and international repute and is a well known figure in the field of Swarm Intelligence and Evolutionary Algorithms.

Prof. Kusum Deep is with the Department of Mathematics, Indian Institute of Technology Roorkee, Roorkee, India. Over the last 25 years, her research is increasingly well-cited making her a central International figure in the area of Nature Inspired Optimization Techniques, Genetic Algorithms and Particle Swarm Optimization.

Dr. Jagdish Chand Bansal is Assistant Professor with the South Asian University, New Delhi, India. He is holding an excellent academic record and an excellent researcher in the field of Swarm Intelligence at the National and International Level. He has several research papers in journals of national and international repute.

Prof. Atulya Nagar holds the Foundation Chair of Computer and Mathematical Sciences and Heads the Department of Computer Science at Liverpool Hope University, Liverpool, UK. Prof. Nagar is an internationally recognised scholar working at the cutting edge of theoretical computer science, applied mathematical analysis, operations research and systems engineering and his work is underpinned by strong complexity-theoretic foundations.

Klappentext

The present book is based on the research papers presented in the 3 rd International Conference on Soft Computing for Problem Solving (SocProS 2013), held as a part of the golden jubilee celebrations of the Saharanpur Campus of IIT Roorkee, at the Noida Campus of Indian Institute of Technology Roorkee, India. This book is divided into two volumes and covers a variety of topics including mathematical modelling, image processing, optimization, swarm intelligence, evolutionary algorithms, fuzzy logic, neural networks, forecasting, medical and health care, data mining etc. Particular emphasis is laid on soft computing and its application to diverse fields. The prime objective of the book is to familiarize the reader with the latest scientific developments that are taking place in various fields and the latest sophisticated problem solving tools that are being developed to deal with the complex and intricate problems, which are otherwise difficult to solve by the usual and traditional methods. The book is directed to the researchers and scientists engaged in various fields of Science and Technology.

Inhalt

A Preliminary Study on Impact of Dying of Solution on Performance of Multi-objective Genetic Algorithm.- A Closed Loop Supply Chain Inventory Model for the Deteriorating Items with JIT Implementation.- Transient Stability Enhancement of a Multi Machine System using BFOA.- Common Fixed Points by using E.A. Property in Fuzzy Metric Spaces.- Use of Evolutionary Algorithms to play the game of Checkers: Historical Developments, Challenges and Future Prospects.- Development of Computer Aided Process Planning System for Rotational Components Having Form Features.- Comparative Analysis of Energy Efficient Protocols for Prolonged Life of Wireless Sensor Network.- Condition Monitoring in Induction Motor by Parameter Estimation Technique.- Word Recognition using Barthannwin Wave Filter and Neural Network.- Graph Colouring Problem Solution using Modified Flocking Algorithm.- Augmented Human Interaction with Remote Devices using Low Cost DTMF Technology.- Multi-objective Ant Colony Optimization for Task Scheduling in Grid Computing.- An Evaluation of Reliability of a Two-Unit Degradable Computing System using Parametric Non-Linear Programming Approach with Fuzzy Parameters.- An Inventory Model with Time Dependent Demand under Inflation and Trade Credits.- Digital Image Processing Method for the Analysis of Cholelithiasis.- Theoretical Study on Vibration of Skew Plate under Thermal Condition.- Efficient Approach for Reconstruction of Convex Binary Images Branch and Bound Method.- Construction of Enhanced Sentiment Sensitive Thesaurus for Cross Domain Sentiment Classification using Wiktionary.- Comparative Analysis of Energy Aware Protocols in Wireless Sensor Network using Fuzzy Logic.- Domain Specific Search Engine based on Semantic Web.- 1-Error Linear Complexity Test for Binary Sequences.- Neural Method for Site-Specific Yield Prediction.- Computational Intelligence Methods for Military Target Recognition in IR Images.- Flash Webpage Segmentation based on Image Perception using DWT and Morphological Operations.- Model Order Reduction of Time Interval System: A Survey.- Design & Implementation of Fuzzy Logic Rule based System for Multimodal Travelling Network.- An Integrated Production Model in Fuzzy Environment under Inflation.- R&D AND Performance Analysis of Indian Pharmaceutical Firms: An Application of DEA.- An Imperfect Production Model with Preservation Technology and Inflation under the Fuzzy Environment.- Assessing the Soft Computing Approach for Problem Solving in the Multi-criteria Decision Making for Performance Assessment in Indian Institutions through Case Study Approach.- Implementing Breath to Improve Response of Gas Sensors for Leak Detection in Plume Tracker Robots.- Use of Simulation and Intelligence Based Optimization Approach in Bioprocess.- Land Use Change Prediction and its Impact on Surface Run-off using Fuzzy C-Mean, Markov Chain and Curve Number Methods.- A LabVIEW Based Data Acquisition System for Electrical Impedance Tomography (EIT).- Crop Identification by Fuzzy C-Mean in Ravi Season using Multi-Spectral Temporal Images.- Small World Particle Swarm Optimizer for Data Clustering.- Fast Marching Method to Study Travel Time Responses of Three Dimensional Numerical Models of Subsurface.- A Heuristic for Permutation Flow Shop Scheduling to Minimize Makespan.- A Survey on Web Information Retrieval inside Fuzzy Framework.- Squaring Back off Based Media Access Control for Vehicular Ad-hoc Networks.- A Study on Expressiveness of a Class of Array Token Petri Nets.- Non-dominated Sorting Particle Swarm Optimization based Fault Section Estimation in Radial Distribution systems.- Approximate Solution of Integral Equation using Bernstein Polynomial Multi-wavelets.- A Novel Search Technique for Global Optimization.- Cryptanalysis of Geffe Generator using Genetic Algorithm.- Genetic Algorithm Approach for Non-self OS Process Identification.- Gbest-Artificial Bee Colony Algorithm to SolveLoad Flow Problem.- Neural Network Based Dynamic Performance of Induction Motor Drives.- A bio-Inspired Trusted Clustering for Mobile Pervasive Environment.- Comparison of Adaptive Social Evolution and Genetic Algorithm for Multi-objective DT…