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ZDNet Dictionary Definition
- Genetic Programming
- A type of programming that imitates genetic algorithms, which uses mutation and replication to produce algorithms that represent the "survival of the fittest." While genetic algorithms yield numbers, genetic...
- Full Genetic Programming Definition >>
ZDNet Resources
- The genetic programming future
- The genetic programming futureBorders, schmordersWrong straw man, John. Ask the victims of the Unabomber or Timothy McVeigh -- or for that matter the residents of Baghdad today.The fundamental problem lies in the amount of power available to imperfect beings.Are you nuts........ the concept of treating DNA as a program...
- Tags: Biotechnology, genetic programming
- Discussion threads 2007-05-29
- The genetic programming future
- I used to to write short stories for awhile after college, and big surprise, they were all of the "science fiction" variety. In one of them, I opened with a bearded man on the cover of Time magazine sitting next to a rubber plant (written before I even knew...
- Tags: Offbeat, Programming
- Blog posts 2007-05-29
Additional Resources
- GaitSym 2.0.0 (Mac)
- GaitSym is a forward dynamic modelling program. What that means is that you specify the forces and the program uses Newton's Laws to calculate the movements. You can download it from here including a range of human and non-human 2D and 3D models to get you started. It uses the...
- Tags: Force, 3D, Apple Macintosh, Animal Simulation Laboratory, GaitSym, Linux, C/C++, UNIX, Operating Systems, Software, Programming Languages, Software Development, Software/Web Development
- Software downloads 2009-11-12
- GaitSym for Windows 2.0 (Windows)
- GaitSym is a forward dynamic modelling program. What that means is that you specify the forces and the program uses Newton's Laws to calculate the movements. You can download it from here including a range of human and non-human 2D and 3D models to get you started. It uses the...
- Tags: Force, 3D, Animal Simulation Laboratory, GaitSym, Microsoft Windows, Linux, Operating Systems, C/C++, UNIX, Software, Programming Languages, Software Development, Software/Web Development
- Software downloads 2009-11-12
- Linus Pauling's revenge
- Linus Pauling's revengeMatter of degreeI think there's a fair amount of evidence that Vitamin C does a lot more than prevent scurvy and that at least some of Dr. Pauling's claims are true. I think that reasonable people can disagree as to whether all of the claims made by...
- Tags: Vertical industries, Benefits, HEALTHCARE, Blogging, Linus Pauling, health care, revenge
- Discussion threads 2008-08-08
- 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
- Ensemble of One-Class Classifiers for Network Intrusion Detection System
- To achieve high accuracy while lowering false alarm rates are major challenges in designing an intrusion detection system. In addressing this issue, this paper proposes an ensemble of one-class classifiers where each uses different learning paradigms. The techniques deployed in this ensemble model are; Linear Genetic Programming LGP, Adaptive Neural...
- Tags: Network Intrusion Detection System, Network, Intrusion Detection System, Accuracy, Intrusion Detection, Network Security, Security, Networking
- White papers 2008-05-29
- quadrium 2.3 (Mac)
- quadrium is an application that combines mathematics, data flow models, and genetic programming techniques, wrapped into a standard Macintosh user interface that allows you to create an infinite variety of artistic images, textures, and backgrounds. quadrium allows you to easily create a wide variety of different images, from fractals to...
- Tags: Apple Macintosh, Image, Quadrium, Desktops, Hardware
- Software downloads 2007-12-03
- Adapting the Fitness Function in GP for Data Mining
- This paper describes how the Stepwise Adaptation of Weights saw technique can be applied in genetic programming. The sawing mechanism has been originally developed for and successfully used in EAs for constraint satisfaction problems. Here the paper identifies the very basic underlying ideas behind sawing and point out how it...
- Tags: Springer Science+Business Media, Data Mining, Business Intelligence, Marketing Research, Databases, Enterprise Software, Software, Data Management, Marketing
- White papers 2007-10-09
- Handicapping Apple's iPod launch
- Handicapping Apple's iPod launchiPhone sales are not iPod salesA 100-160GB touch iPod will not cannabilize iPhone sales. An iPod does not have phone capabilities and an iPhone cannot store more than 8GB. The two are mutually exclusive.Someone who needs both may get both, but a cheaper phone might...
- Tags: Digital music, Digital media, iPODS, Well Let, iPhone sale, Apple iPod, Apple iPhone, Apple Inc.
- Discussion threads 2007-08-29
- Population Pharmacokinetics Studies With Nonlinear Mixed Effects Modeling
- Population pharmacokinetics is the application of the statistical and programming expertise to convert data into knowledge. Pharmacokinetic and PK/PD models applied to drug concentration-time data can provide crucial information in early and late stage clinical development or post-marketing development. Population PK modeling uses population-based approaches to identify and interpret the...
- Tags: SAS Institute, Modeling, Population, Population Pharmacokinetic, SAS NLMIXED Procedure, Research & Development, Business Operations
- White papers 2007-05-14
- The IT behind the Cancer Genome Atlas
- This month the National Cancer Institutes Cancer Genome Atlas will start receiving tissue samples which will be used to map the genetic data embedded in cancer cells. The side effect...
- Tags: Utility computing, Software Infrastructure, Science, Open Source, IT Management, Innovation, Hardware Infrastructure, Government, General
- Blog posts 2007-04-02
- Evolutionary Design of Intrusion Detection Programs
- Intrusion detection is the process of monitoring the events occurring in a computer system or network and analyzing them for signs of intrusions, defined as attempts to compromise the confidentiality, integrity, availability, or to bypass the security mechanisms of a computer or network. This paper proposes the development of an...
- Tags: Intrusion Detection, Network Security, Security, Networking
- White papers 2007-03-01
- Fast Genetic Programming on GPUs
- As is typical in evolutionary algorithms, fitness evaluation in GP takes the majority of the computational effort. This paper demonstrates the use of the Graphics Processing Unit GPU to accelerate the evaluation of individuals. The paper shows that for both binary and floating point based data types, it is possible...
- Tags: Evaluation, Programming, GPU
- White papers 2006-12-27
- The Application of Genetic Programming to General Purpose GPU Computation
- Genetic programming is a natural computing approach developed by John Koza. It differs from many earlier approaches in that it has no phenotype/genotype distinction. In the traditional GA for example individuals are represented at the genotype level by a bit vector. The genetic operations of crossover and mutation are performed...
- Tags: Vector, Programming, GPU, University College Dublin, Development Tools, Software Development, Software/Web Development
- White papers 2006-12-21
- Single and Multi-Objective Genetic Operators in Object-Oriented Conceptual Software Design
- This poster paper investigates the potential of single and multi-objective genetic operators with an object-oriented conceptual design space. Using cohesion as an objective fitness function, genetic operators inspired by genetic algorithms and evolutionary programming are compared against a simple case study. Also, using both cohesion and coupling as objective fitness...
- Tags: Operator, Object-oriented, Cohesion, Ooa/Ood/Oop, Engineering, Software Development, Software/Web Development
- White papers 2006-07-12
- The CIO Agenda 2006
- On April 26, the Churchill Club held a panel discussion, "The CIO Agenda: Building the New IT" podcast here. The panelists include four CIOs--Lars Rabbe of Yahoo listen to my separate podcast interview with Raabe, Geir Ramleth of Bechtel Group, John Johnson of Intel and Randall Spratt...
- Tags: CIO, McKesson Corp., Information Technology, Bechtel Group, Outsourcing, Randall Spratt, Strategy, Intellectual Property, Change Management, Management, Research & Development, Business Operations, Tools & Techniques, Dan Farber
- Blog posts 2006-04-30
- Time to learn LISP
- Peter Coffee has an interesting article about "exotic" programming languages and techniques that are being used in mainstream applications. Peter mentions LISP, Prolog, genetic programming, and neural nets as examples. I've done my share of programming in a dialect of LISP called Scheme and think there are compelling...
- Tags: technique, LISP
- Blog posts 2006-02-06
- Modeling Intrusion Detection Systems Using Linear Genetic Programming Approach
- This paper investigates the suitability of Linear Genetic Programming LGP technique to model efficient intrusion detection systems, while comparing its performance with artificial neural networks and support vector machines. Due to increasing incidents of cyber attacks and, building effective Intrusion Detection Systems IDSs are essential for protecting information systems security,...
- Tags: Neural Network, Intrusion Detection System, Programming, Modeling, Intrusion Detection, Network Security, Security, Networking
- White papers 2005-12-08
- A genetic algorithm beats the FBI
- Computer scientists from the University of Texas at Austin have used a genetic algorithm to develop a program which can better digitally improve images of fingerprints than the human-based FBI's fingerprint image compression program, according to the National Science Foundation NSF in "Man Against Machine." They started by feeding their...
- Tags: FBI, algorithm, genetic algorithm
- Blog posts 2005-09-09
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