عنوان

Evolutionary computation and complex networks /

شابک

3030096491

شابک

3319599984

شابک

3319599992

شابک

3319600001

شابک

9783030096496

شابک

9783319599984

شابک

9783319599991

شابک

9783319600000

شابک اشتباه

9783319599984

عنوان اصلي

Evolutionary computation and complex networks /

نام عام مواد

[Book]

نام نخستين پديدآور

Jing Liu, Hussein A. Abbass, Kay Chen Tan.

محل نشرو پخش و غیره

Cham, Switzerland :

نام ناشر، پخش کننده و غيره

Springer,

تاریخ نشرو بخش و غیره

[2019].

نام خاص و کميت اثر

1 online resource.

متن يادداشت

Includes bibliographical references and index.

متن يادداشت

Part 1: Background -- Evolutionary Computation -- Complex Networks -- Part 2: Using Complex Networks to Analyze Evolutionary Algorithms -- Evolutionary Dynamics on Complex Networks -- Problem Difficulty Prediction based on Complex Networks -- Network-based Problem Difficulty Prediction Measures -- Part 3: Using Evolutionary Algorithms to Solve Problems in Complex Networks -- Evolutionary Community Detection Algorithms -- Evolving Robust Networks using Evolutionary Algorithms -- Other Optimization Problems in Complex Networks.

بدون عنوان

0

متن يادداشت

This book introduces the linkage between evolutionary computation and complex networks and the advantages of cross-fertilising ideas from both fields. Instead of introducing each field individually, the authors focus on the research that sits at the interface of both fields. The book is structured to address two questions: (1) how complex networks are used to analyze and improve the performance of evolutionary computation methods? (2) how evolutionary computation methods are used to solve problems in complex networks? The authors interweave complex networks and evolutionary computing, using evolutionary computation to discover community structure, while also using network analysis techniques to analyze the performance of evolutionary algorithms.The book is suitable for both beginners and senior researchers in the fields of evolutionary computation and complex networks. Brings together the fields of evolutionary computation and complex networks, discussing them both qualitatively and quantitatively; Provides novel and efficient computational problem solving techniques that require little computer memory; Provides the pseudo-codes for the computational methods used in the book to enable readers to adopt the codes to their own problems.

منبع سفارش / آدرس اشتراک

Springer Nature

شماره انبار

com.springer.onix.9783319600000

شماره استاندارد بين المللي کتاب و موسيقي

9783319599984

شماره استاندارد بين المللي کتاب و موسيقي

9783319599991

موضوع مستند نشده

Evolutionary computation.

موضوع مستند نشده

System analysis.

موضوع مستند نشده

Algorithm Analysis and Problem Complexity.

موضوع مستند نشده

Communications Engineering, Networks.

موضوع مستند نشده

Computation by Abstract Devices.

موضوع مستند نشده

Algorithms & data structures.

موضوع مستند نشده

Communications engineering / telecommunications.

موضوع مستند نشده

COMPUTERS / General.

موضوع مستند نشده

Evolutionary computation.

موضوع مستند نشده

System analysis.

موضوع مستند نشده

User interface design & usability.

موضوع مستند نشده

COM-- 000000

موضوع مستند نشده

TJK

موضوع مستند نشده

TJK

شماره

ويراست

شماره رده

مستند نام اشخاص تاييد نشده

Liu, Jing, (Computer scientist)

مستند نام اشخاص تاييد نشده

Abbass, Hussein A.

مستند نام اشخاص تاييد نشده

Tan, K. C.

تاريخ عمليات

20200823101930.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y