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genetic algorithm

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Application of Genetic Algorithm for Large Scale Coverage Prediction in GSM Cellular Mobile System
A considerable interest has been generated in finding solutions to predict average field strengths and multipath signals in macro-cells for radio cellular network. The predictions are required for a proper coverage planning and are the basis for the high-level network planning process. In this paper, well-known propagation path loss model...
Tags: Algorithm, GSM, Genetic Algorithm, Engineering, Networking
White papers 2005-05-26

Additional Resources

Genetic Algorithm Library (zip)
Genetic Algorithm Library is highly customizable set of C++ classes which provides easy way to use genetic algorithms to solve optimization problems in applications. The library is portable to wide variety of platforms and compilers. Genetic Algorithm Library is freely available for download and distribution under GNU GPL 2.0 license...
Tags: Library, Coolsoft Software Development, Genetic Algorithm Library, C/C++, Engineering, Programming Languages, Development Tools, Open Source, Software Development, Software/Web Development
Software downloads 2008-04-08
Genetic Algorithm Framework (zip)
The Genetic Algorithm Framework displays how a genetic algorithm uses evolution to solve impossible problems. Genetic Algorithms are used to solve difficult problems, such as shipping millions of packages around the world, or sending thousands of trucks across the country in the most efficient way. This program displays how a...
Tags: Problem, Engineering
Software downloads 2008-02-11
A Genetic-Algorithm Based Mobile Sensor Network Deployment Algorithm
This paper describes a Genetic-Algorithm GA based deployment algorithm of mobile sensor network. The algorithm is designed for real-time online deployment for maximum coverage of the environment. The paper presents the details on the algorithm and the implementation, including the major components in the design: recombination, mutation, and the fitness...
Tags: Algorithm, Mobile, Network, Sensor, Engineering
White papers
A Genetic Optimization Algorithm to Solve the Problem of the Load-Balancing of Network Load
An optimum genetic algorithm for balanced network load is proposed in this paper; the algorithm employs the natural number-coded and the selection crossover mutation operator. The algorithm carries on the entire spatial parallel search which concentrates on the high performance parts in order to improve the efficiencies and robustness of...
Tags: Algorithm, Network, Load Balancing, Engineering
White papers 2006-07-01
MendelSolve (msi)
MendelSolve allows you to solve optimization problems in Excel using a genetic algorithm approach. In much the same way as Solver works it takes a target formula and adjusts inputs to minimize or maximize the result. The advantages of the genetic algorithm approach is its ability to solve non-linear problems...
Tags: Algorithm, Simple Software, MendelSolve, Engineering, Microsoft Excel, Microsoft Office, Office Suites, Software
Software downloads 2008-05-27
"Intrusion Detection Systems Using Genetic Algorithms"
This paper presents a general overview of Intrusion Detection Systems and the methods used in these systems, giving brief points of the design principles and the major trends. Artificial intelligence techniques are widely used in this area such as fuzzy logic and Genetic algorithms. This paper focuses on the Genetic...
Tags: Algorithm, Intrusion Detection System, Artificial Intelligence Technique, Intrusion Detection, Network Security, Productivity, Security, Networking
White papers 2007-10-27
Genetic Algorithm for Framing Rules for Intrusion Detection
With the rapid expansion of computer networks during the past decade, security has become a crucial issue for computer systems. The detection of attacks against computer networks is becoming a harder problem to solve in the field of Network security. Intrusion Detection is an essential mechanism to protect computer systems...
Tags: Algorithm, Computer Network, Network, Computer, Intrusion Detection, Productivity, Engineering, Network Security, Security, Networking
White papers 2007-11-01
Neuro Genetic-Nearest Neighbor Based Data Mining Techniques for Fingerprint Classification and Recognition System
The proposed fingerprint classification using Data Mining technique, Neuro Genetic-Nearest Neighbor based recognition, overcomes low recognition rate, low accuracy, increased time of recovery and improves the classification rate. The proposed method involves various stages like image enhancement, line detector based feature extraction and neural network classification using Learning Vector Quantization...
Tags: Classification, Data Mining, Business Intelligence, Engineering, Marketing Research, Databases, Enterprise Software, Software, Data Management, Marketing
White papers 2007-11-01
Reducing Internal Fragmentation in Segregated Free Lists Using Genetic Algorithms
This paper presents an approach for improving memory efficiency using genetic algorithms. More precisely, the authors improve the internal memory fragmentation by finding the optimal configuration of a segregated free lists data structure. Moreover, the use of genetic algorithms shows that the software engineering discipline can benefit from different research...
Tags: Algorithm, Fragmentation, Association For Computing Machinery, Engineering
White papers 2006-05-20
A Genetic-Fuzzy Controller for Load Balancing in Wireless Cellular
In this paper, a Genetic Algorithm-Fuzzy Logic Controller (GA-FLC) for dynamic channel-borrowing scheme is presented to maximize the number of served calls in distributed wireless cellular networks. The need for such a scheme has led to an intensive research in mobile computing to provide mobile users accesses to the Internet....
Tags: Mobile, Network, Load Balancing, Cellular Network, Advertising & Promotion, Wi-Fi, Wireless, Marketing
White papers 2007-07-01
Glowing Skin Secrets Revealed (exe)
It is never too late to do something to improve your complexion. We are born with a unique genetic code. Although genetic inheritance has a great deal to say about our skin condition, our life style is not to be overlooked. Start taking care of your skin right now. Make...
Tags: Condition, Secret
Software downloads 2007-05-25
Modeling an Intrusion Detection System Using Data Mining and Genetic Algorithms Based on Fuzzy Logic
Fuzzy logic based methods together with the techniques from Artificial Intelligence have gained importance. Data mining techniques like clustering techniques, Association rules together with fuzzy logic to model the fuzzy association rules are being used for classifying data. These together with the techniques of genetic algorithms like genetic programming are...
Tags: Algorithm, Technique, Intrusion Detection System, Modeling, Productivity, Data Mining, Intrusion Detection, Business Intelligence, Enterprise Software, Software, Data Management, Security
White papers 2008-07-01
Robot Control Using Genetic Programming
This paper will discuss a software application named "Abe Howell's GP Robot Control", which utilizes genetic programming GP to evolve a suitable obstacle avoidance program for a low-cost mobile robot equipped with Bluetooth connectivity. What is unique about this application is the fact that genetic programming evolves the optimum program...
Tags: Software, Robotics, Programming, Abe Howell, Robots, Bluetooth, Emerging Technologies, Wireless
White papers 2004-05-09
Survivable Composite-Link IP Network Design With OSPF Routing
OSPF, or Open Shortest Path First, is a commonly used interior gateway protocol. Given a network topology, a set of link types to be deployed, each having a different capacity, and predicted traffic demands, the problem considered in this paper is to find a set of OSPF weights that minimizes...
Tags: Open Shortest Path First
White papers 2006-01-05
xl bit (exe)
xl bit is a simple, powerful and affordable genetic algorithm add in for MS Excel. It is very effective as an optimization software. It can cater for unlimited variables in one optimization problem. xl bit support 4 type of variables i.e. binary, integer, non-integer and permutation. Also widely in stock...
Tags: Stock, Microsoft Excel, Investment, Microsoft Office, Office Suites, Software, Finance
Software downloads 2006-10-04
Hybrid Bandwidth Scheduling for CAN-Based Networked Control Systems
A hybrid bandwidth scheduling scheme is proposed to improve the quality of service and the bandwidth utilization for the CAN-based networked control systems. It combines rate monotonic and improved round-robin scheme for both the real-time and non-real-time data. Moreover, considering the constraints of control performance and network schedulability, a heuristic...
Tags: Bandwidth, Network, Shanghai Jiao Tong University
White papers 2007-09-01
Intrusion Detection Using Data Mining Along Fuzzy Logic and Genetic Algorithms
Intrusion Detection is one of the important area of research. The work discussed in this paper has explored the possibility of integrating the fuzzy logic with Data Mining methods using Genetic Algorithms for intrusion detection. The reasons for introducing fuzzy logic is two fold, the first being the involvement of...
Tags: Algorithm, Intrusion Detection, Data Mining, Business Intelligence, Network Security, Marketing Research, Security, Enterprise Software, Software, Data Management, Networking, Marketing
White papers 2008-02-01
FindDec Standard (zip)
FindDec standard solves maximum/minimum optimization problems with a genetic algorithm. The number of variables must be no more than 70. FindDec can find optimal solutions to problems which are "unsolvable" for standard linear and non-linear optimizers. FindDec is an application for optimization of system of functions (searching of maximum or...
Tags: Problem, FindDec, Engineering
Software downloads 2007-06-19
ProSched (exe)
ProSched is a production planning and scheduling software designed for the batch, chemical, manufacturing and assembly plants. ProSched uses a powerful Genetic Algorithm based optimizer to minimize cost, maximize resource utilization, and capacity enhancement. ProSched generates dynamic Gantt charts, detailed operating reports, and a process dashboard to show profit margins,...
Tags: ProSched, Manufacturing
Software downloads 2006-09-04
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