Screen LibraryHandbook of genetic programming applications /
This book, written by a variety of international researchers, reviews the latest developments of genetic programming (GP) and its key applications in solving current real world problems, such as energy conversion and management, financial analysis, engineering modeling and design, and software engin...
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| Group Author: | ; ; |
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| Published: |
Springer,
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| Publisher Address: | Cham, Switzerland : |
| Publication Dates: | [2015] |
| Literature type: | Book |
| Language: | English |
| Series: |
Springer computer science
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| Subjects: | |
| Summary: |
This book, written by a variety of international researchers, reviews the latest developments of genetic programming (GP) and its key applications in solving current real world problems, such as energy conversion and management, financial analysis, engineering modeling and design, and software engineering, to name a few. Inspired by natural evolution, the use of GP has expanded significantly in the last decade in almost every area of science and engineering. Exploring applications in a variety of fields, the information in this volume can help optimize computer programs throughout the scienc |
| Item Description: | Half-title page. |
| Carrier Form: | xi, 593 pages : illustrations ; 25 cm. |
| Bibliography: | Includes bibliographical references. |
| ISBN: |
9783319208824 3319208829 |
| Index Number: | QA76 |
| CLC: | TP311.52-62 |
| Call Number: | TP311.52-62/H236-1 |
| Contents: | Graph-based evolutionary art -- Genetic programming for modelling of geotechnical engineering systems -- Application of genetic programming in hydrology -- Application of gene-expression programming in hydraulics engineering -- Genetic programming applications in chemical sciences and engineering -- Application of genetic programming for electrical engineering predictive modeling : a review -- Mate choice in evolutionary computation -- Genetically improved software -- Design of real-time computer-based systems using developmental genetic programming -- Image classification with genetic progr |