Genetic Algorithms and Genetic Programming - 9781584886297
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Genetic Algorithms and Genetic Programming: Modern Concepts and Practical Applications discusses algorithmic developments in the context of genetic algorithms (GAs) and genetic programming (GP). It applies the algorithms to significant combinatorial optimization problems and describes structure identification using HeuristicLab as a platform for algorithm development. The book focuses on both theoretical and empirical aspects. The theoretical sections explore the important and characteristic properties of the basic GA as well as main characteristics of the selected algorithmic extensions developed by the authors. In the empirical parts of the text, the authors apply GAs to two combinatorial optimization problems: the traveling salesman and capacitated vehicle routing problems. To highlight the properties of the algorithmic measures in the field of GP, they analyze GP-based nonlinear structure identification applied to time series and classification problems. Written by core members of the HeuristicLab team, this book provides a better understanding of the basic workflow of GAs and GP, encouraging readers to establish new bionic, problem-independent theoretical concepts. By comparing the results of standard GA and GP implementation with several algorithmic extensions, it also shows how to substantially increase achievable solution quality.
Product Details
10 Items
Data sheet
Type
Textbook
Author
Michael Affenzeller, Stephan Winkler, Andreas Beham, Stefan Wagner
Good condition -A book that has been read, but is in good condition. Minimal damage to the book cover.The majority of pages are undamaged might be with some creasing or tearing, and pencil underlining of text. No writing in the margins, no missing pages.
Good condition -A book that has been read, but is in good condition. Minimal damage to the book cover.The majority of pages are undamaged might be with some creasing or tearing, and pencil underlining of text. No writing in the margins, no missing pages.
Good condition -A book that has been read, but is in good condition. Minimal damage to the book cover.The majority of pages are undamaged might be with some creasing or tearing, and pencil underlining of text. No writing in the margins, no missing pages.
Good condition -A book that has been read, but is in good condition. Minimal damage to the book cover.The majority of pages are undamaged might be with some creasing or tearing, and pencil underlining of text. No writing in the margins, no missing pages.
Very good condition -A book that has been read and does not look new, but is in excellent condition. Don't have obvious damage to the book cover. No missing or damaged pages, no creases or tears, no underlining or highlighting of text, and no writing in the margins.
Good condition -A book that has been read, but is in good condition. Minimal damage to the book cover.The majority of pages are undamaged might be with some creasing or tearing, and pencil underlining of text. No writing in the margins, no missing pages.
Good condition -A book that has been read, but is in good condition. Minimal damage to the book cover.The majority of pages are undamaged might be with some creasing or tearing, and pencil underlining of text. No writing in the margins, no missing pages.
Good condition -A book that has been read, but is in good condition. Minimal damage to the book cover.The majority of pages are undamaged might be with some creasing or tearing, and pencil underlining of text. No writing in the margins, no missing pages.
Good condition -A book that has been read, but is in good condition. Minimal damage to the book cover.The majority of pages are undamaged might be with some creasing or tearing, and pencil underlining of text. No writing in the margins, no missing pages.
Good condition -A book that has been read, but is in good condition. Minimal damage to the book cover.The majority of pages are undamaged might be with some creasing or tearing, and pencil underlining of text. No writing in the margins, no missing pages.
Good condition -A book that has been read, but is in good condition. Minimal damage to the book cover.The majority of pages are undamaged might be with some creasing or tearing, and pencil underlining of text. No writing in the margins, no missing pages.
Good condition -A book that has been read, but is in good condition. Minimal damage to the book cover.The majority of pages are undamaged might be with some creasing or tearing, and pencil underlining of text. No writing in the margins, no missing pages.
Good condition -A book that has been read, but is in good condition. Minimal damage to the book cover.The majority of pages are undamaged might be with some creasing or tearing, and pencil underlining of text. No writing in the margins, no missing pages.
Very good condition -A book that has been read and does not look new, but is in excellent condition. Don't have obvious damage to the book cover. No missing or damaged pages, no creases or tears, no underlining or highlighting of text, and no writing in the margins.
Good condition -A book that has been read, but is in good condition. Minimal damage to the book cover.The majority of pages are undamaged might be with some creasing or tearing, and pencil underlining of text. No writing in the margins, no missing pages.
Good condition -A book that has been read, but is in good condition. Minimal damage to the book cover.The majority of pages are undamaged might be with some creasing or tearing, and pencil underlining of text. No writing in the margins, no missing pages.
€17.97
New: A new, unread, unused book in perfect condition with no missing or damaged pages. See the ... Read moreabout the conditionNew: A new, unread, unused book in perfect condition with no missing or damaged pages. See the seller's listing for full details. See all condition definitionsopens in a new window or tab
