Genetic Algorithms And Simulated Annealing
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Author | : Patricia Melin |
Publisher | : CRC Press |
Total Pages | : 262 |
Release | : 2001-10-25 |
Genre | : Mathematics |
ISBN | : 1420024523 |
These authors use soft computing techniques and fractal theory in this new approach to mathematical modeling, simulation and control of complexion-linear dynamical systems. First, a new fuzzy-fractal approach to automated mathematical modeling of non-linear dynamical systems is presented. It is illustrated with examples on the PROLOG programming la
Author | : Lawrence Davis |
Publisher | : Pitman Publishing |
Total Pages | : 232 |
Release | : 1987 |
Genre | : Computers |
ISBN | : |
Author | : Duc Pham |
Publisher | : Springer Science & Business Media |
Total Pages | : 308 |
Release | : 2012-12-06 |
Genre | : Computers |
ISBN | : 1447107217 |
This work gives a concise introduction to four important optimization techniques, presenting a range of applications drawn from electrical, manufacturing, mechanical, and systems engineering-such as the design of microstrip antennas, digital FIR filters, and fuzzy logic controllers. The book also contains the C programs used to implement the main techniques for those wishing to experiment with them.
Author | : Mrinal K. Sen |
Publisher | : Cambridge University Press |
Total Pages | : 303 |
Release | : 2013-02-21 |
Genre | : Mathematics |
ISBN | : 1107011906 |
An up-to-date overview of global optimization methods used to formulate and interpret geophysical observations, for researchers, graduate students and professionals.
Author | : Randy L. Haupt |
Publisher | : John Wiley & Sons |
Total Pages | : 273 |
Release | : 2004-07-30 |
Genre | : Technology & Engineering |
ISBN | : 0471671754 |
* This book deals with the fundamentals of genetic algorithms and their applications in a variety of different areas of engineering and science * Most significant update to the second edition is the MATLAB codes that accompany the text * Provides a thorough discussion of hybrid genetic algorithms * Features more examples than first edition
Author | : Joachim Stender |
Publisher | : IOS Press |
Total Pages | : 274 |
Release | : 1994 |
Genre | : Computers |
ISBN | : 9789051991802 |
This book examines the implementation and applications of genetic algorithms (GA) to the domain of AI.In recent years the trend towards, real world applications is fgaining ground especially in GA. The general purpose nature of GA is examined from an interdiciplinary point of view. Despite the differences that may exist in between representations across domain problems the commonality of in the design of GA is upheld. This work provides an overview of the current developments in Europe a section is devoted to the progrmamming of Parallel Genetic Algorithms (including GAME) and a section on Optimisation and Complex Modelling. Readers: researchers in AI, mathematics and computing.
Author | : Jerzy Mikulski |
Publisher | : Springer Science & Business Media |
Total Pages | : 482 |
Release | : 2010-10-06 |
Genre | : Computers |
ISBN | : 3642164714 |
The idea of telematics appeared more than a decade ago and it is possible to define it, in a general and simple way, as a communication system for collecting, processing and distributing information. The transport services market is definitely the most important area for telematic applications. Transport-telematics issues constitute a field of knowledge of transport that integrates information technology and telecommunications in applications for managing and controlling traffic in transport systems, stimulating technical and organizational activities that ensure improved effectiveness and safe operation of such systems. Integrated and cooperating telematic applications constitute intelligent transport systems. The basis of such systems is to efficiently collect and process information and to manage its flow within the system. This enables supplying information from almost all areas of transport activities in real time. Intelligent transport––supported by a number of integrated telecommunications, IT measurement and control engineering solutions, and by appropriate tools and software––comprises telematic applications. They have an extensive range of use in many areas of transport, allowing the integration of the means and types of transport, including its infrastructure, business organization and management processes. This monograph is a collection of selected papers presented at the jubilee transport telematics conference, TST 2010, and is the result of the work of many scientists associated with this area of knowledge and who had spent years with the conference.
Author | : Yuval Davidor |
Publisher | : |
Total Pages | : 0 |
Release | : 1994 |
Genre | : Artificial intelligence |
ISBN | : 9780387584843 |
"This volume comprises the 61 revised refereed papers accepted for presentation at the ICEC/PPSN III conferences held jointly in Jerusalem, Israel in October 1994. With the appearance of more and more powerful computers, there is increased interest in algorithms relying upon analogies to natural processes. This book presents a wealth of new theoretical and experimental results on artificial problem solving by applying evolutionary computation metaphors, including evolution strategies, evolutionary programming, genetic algorithms, genetic programming, and classifier systems. Topics such as simulated annealing, immune networks, neural networks, fuzzy systems, and complex, real-world optimization problems are also treated."--Publisher's Website.
Author | : Frances Buontempo |
Publisher | : |
Total Pages | : 0 |
Release | : 2019 |
Genre | : Artificial intelligence |
ISBN | : 9781680506204 |
Self-driving cars, natural language recognition, and online recommendation engines are all possible thanks to machine learning. Discover machine learning algorithms using a handful of self-contained recipes. Create your own genetic algorithms, nature-inspired swarms, Monte Carlo simulations, and cellular automata. Find minima and maxima, using hill climbing and simulated annealing. Try selection mathods, including tournament and roulette wheels. Learn about heuristics, fitness functions, metrics, and clusters.
Author | : Dash, Sujata |
Publisher | : IGI Global |
Total Pages | : 567 |
Release | : 2017-08-10 |
Genre | : Computers |
ISBN | : 152252858X |
The digital age is ripe with emerging advances and applications in technological innovations. Mimicking the structure of complex systems in nature can provide new ideas on how to organize mechanical and personal systems. The Handbook of Research on Modeling, Analysis, and Application of Nature-Inspired Metaheuristic Algorithms is an essential scholarly resource on current algorithms that have been inspired by the natural world. Featuring coverage on diverse topics such as cellular automata, simulated annealing, genetic programming, and differential evolution, this reference publication is ideal for scientists, biological engineers, academics, students, and researchers that are interested in discovering what models from nature influence the current technology-centric world.