عنوان

Natural computing for simulation-based optimization and beyond /

شابک

3030262154

شابک

9783030262150

شابک اشتباه

9783030262143

عنوان اصلي

Natural computing for simulation-based optimization and beyond /

نام عام مواد

[Book]

نام نخستين پديدآور

Silja Meyer-Nieberg, Nadiia Leopold, Tobias Uhlig.

محل نشرو پخش و غیره

Cham :

نام ناشر، پخش کننده و غيره

Springer,

تاریخ نشرو بخش و غیره

[2020]

تاریخ نشرو بخش و غیره

©2020

نام خاص و کميت اثر

1 online resource :

ساير جزييات

illustrations (some color).

عنوان فروست

SpringerBriefs in operations research,

شاپا ي ISSN فروست

2195-0482

متن يادداشت

Includes bibliographical references.

متن يادداشت

Chapter 1. Introduction to Simulation-Based Optimization -- Chapter 2. Natural Computing and Optimization -- Chapter 3. Simulation-based Optimization -- Chapter 4 Conclusions.

بدون عنوان

0

متن يادداشت

This SpringerBrief bridges the gap between the areas of simulation studies on the one hand, and optimization with natural computing on the other. Since natural computing methods have been applied with great success in several application areas, a review concerning potential benefits and pitfalls for simulation studies is merited. The brief presents such an overview and combines it with an introduction to natural computing and selected major approaches, as well as with a concise treatment of general simulation-based optimization. As such, it is the first review which covers both the methodological background and recent application cases. The brief is intended to serve two purposes: First, it can be used to gain more information concerning natural computing, its major dialects, and their usage for simulation studies. It also covers the areas of multi-objective optimization and neuroevolution. While the latter is only seldom mentioned in connection with simulation studies, it is a powerful potential technique. Second, the reader is provided with an overview of several areas of simulation-based optimization which range from logistic problems to engineering tasks. Additionally, the brief focuses on the usage of surrogate and meta-models. The brief presents recent application examples.

منبع سفارش / آدرس اشتراک

Springer Nature

شماره انبار

com.springer.onix.9783030262150

موضوع مستند نشده

Computer simulation.

موضوع مستند نشده

Natural computation.

موضوع مستند نشده

Program transformation (Computer programming)

موضوع مستند نشده

Computer simulation.

موضوع مستند نشده

Natural computation.

موضوع مستند نشده

Program transformation (Computer programming)

شماره

ويراست

شماره رده

نشانه اثر

مستند نام اشخاص تاييد نشده

Meyer-Nieberg, Silja

مستند نام اشخاص تاييد نشده

Leopold, Nadiia

مستند نام اشخاص تاييد نشده

Uhlig, Tobias

تاريخ عمليات

20200823093531.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y