By Mitsuo Gen
ISBN-10: 0471127418
ISBN-13: 9780471127413
The previous few years have obvious very important advances within the use of genetic algorithms to handle not easy optimization difficulties in commercial engineering. Genetic Algorithms and Engineering layout is the single e-book to hide the newest applied sciences and their software to production, providing a accomplished and completely up to date remedy of genetic algorithms in business engineering and operations research.
Beginning with an academic on genetic set of rules basics and their use in fixing limited and combinatorial optimization difficulties, the e-book applies those options to difficulties in particular areas--sequencing, scheduling and construction plans, transportation and car routing, facility structure, location-allocation, and extra. every one subject encompasses a truly written challenge description, mathematical version, and precis of traditional heuristic algorithms. All algorithms are defined in intuitive, instead of highly-technical, language and are strengthened with illustrative figures and numerical examples.
Written by means of the world over said specialists within the box, Genetic Algorithms and Engineering layout positive aspects unique fabric at the beginning and alertness of genetic algorithms, and likewise standardizes the phrases and logos utilized in different sources--making this advanced topic actually obtainable to the newbie in addition to to the extra complicated reader.
Ideal for either self-study and school room use, this self-contained reference presents imperative cutting-edge advice to pros and scholars operating in commercial engineering, administration technological know-how, operations examine, computing device technological know-how, and synthetic intelligence. the one finished, state of the art remedy to be had at the use of genetic algorithms in business engineering and operations examine . . .
Written via across the world well-known specialists within the box of genetic algorithms and synthetic intelligence, Genetic Algorithms and Engineering layout offers overall insurance of present applied sciences and their software to production platforms. Incorporating unique fabric at the beginning and alertness of genetic algorithms, this designated source additionally standardizes the phrases and logos utilized in different sources--making this advanced topic really available to scholars in addition to skilled execs. Designed for readability and simplicity of use, this self-contained reference:
* offers a complete survey of choice ideas, penalty options, and genetic operators used for limited and combinatorial optimization difficulties
* indicates tips on how to use genetic algorithms to make creation schedules, resolve facility/location difficulties, make transportation/vehicle routing plans, improve process reliability, and masses extra
* comprises distinct numerical examples, plus greater than one hundred sixty auxiliary figures to make resolution systems obvious and comprehensible
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Additional info for Genetic Algorithms and Engineering Design
Example text
Mitsuo Gen and Runwei Cheng Copyright © 1997 John Wiley & Sons, Inc.
Mitsuo Gen and Runwei Cheng Copyright © 1997 John Wiley & Sons, Inc.
Genetic Algorithms and Engineering Design. Mitsuo Gen and Runwei Cheng Copyright © 1997 John Wiley & Sons, Inc.
Genetic Algorithms and Engineering Design by Mitsuo Gen
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