Genetic Algorithms and Engineering Design by Mitsuo Gen

By Mitsuo Gen

The previous few years have visible vital advances within the use of genetic algorithms to deal with hard optimization difficulties in business engineering. Genetic Algorithms and Engineering layout is the one e-book to hide the newest applied sciences and their program to production, providing a finished and entirely up to date remedy of genetic algorithms in commercial 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 booklet applies those options to difficulties in particular areas--sequencing, scheduling and creation plans, transportation and motor vehicle routing, facility format, location-allocation, and extra. each one subject encompasses a in actual fact written challenge description, mathematical version, and precis of traditional heuristic algorithms. All algorithms are defined in intuitive, instead of highly-technical, language and are bolstered with illustrative figures and numerical examples.

Written through the world over stated specialists within the box, Genetic Algorithms and Engineering layout good points unique fabric at the beginning and alertness of genetic algorithms, and likewise standardizes the phrases and emblems utilized in different sources--making this advanced topic actually available to the newbie in addition to to the extra complicated reader.

Ideal for either self-study and lecture room use, this self-contained reference offers essential cutting-edge information to execs and scholars operating in business engineering, administration technological know-how, operations study, desktop technological know-how, and synthetic intelligence. the single complete, state of the art therapy to be had at the use of genetic algorithms in business engineering and operations examine . . .

Written through across the world famous specialists within the box of genetic algorithms and synthetic intelligence, Genetic Algorithms and Engineering layout presents overall assurance of present applied sciences and their software to production structures. Incorporating unique fabric at the beginning and alertness of genetic algorithms, this specific source additionally standardizes the phrases and emblems utilized in different sources--making this complicated topic actually available to scholars in addition to skilled pros. Designed for readability and simplicity of use, this self-contained reference:
* presents a accomplished survey of choice concepts, penalty strategies, and genetic operators used for restricted and combinatorial optimization difficulties
* indicates tips on how to use genetic algorithms to make construction schedules, resolve facility/location difficulties, make transportation/vehicle routing plans, increase method reliability, and masses extra
* includes distinctive numerical examples, plus greater than one hundred sixty auxiliary figures to make resolution methods obvious and comprehensible

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Genetic Algorithms and Engineering Design. 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. Mitsuo Gen and Runwei Cheng Copyright © 1997 John Wiley & Sons, Inc.

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