Evolutionary Algorithms for Mobile Ad hoc Networks (Hardcover)

Describes how evolutionary algorithms (EAs) can be used to identify, model, and minimize day-to-day problems that arise for researchers in optimization and mobile networking

Mobile ad hoc networks (MANETs), vehicular networks (VANETs), sensor networks (SNs), and hybrid networks—each of these require a designer’s keen sense and knowledge of evolutionary algorithms in order to help with the common issues that plague professionals involved in optimization and mobile networking.

This book introduces readers to both mobile ad hoc networks and evolutionary algorithms, presenting basic concepts as well as detailed descriptions of each. It demonstrates how metaheuristics and evolutionary algorithms (EAs) can be used to help provide low-cost operations in the optimization process—allowing designers to put some “intelligence” or sophistication into the design. It also offers efficient and accurate information on dissemination algorithms, topology management, and mobility models to address challenges in the field.

Evolutionary Algorithms for Mobile Ad Hoc Networks:

• Instructs on how to identify, model, and optimize solutions to problems that arise in daily research
• Presents complete and up-to-date surveys on topics like network and mobility simulators
• Provides sample problems along with solutions/descriptions used to solve each, with performance comparisons
• Covers current, relevant issues in mobile networks, like energy use, broadcasting performance, device mobility, and more

Evolutionary Algorithms for Mobile Ad Hoc Networks is an ideal book for researchers and students involved in mobile networks, optimization, advanced search techniques, and multi-objective optimization.

描述了如何使用演化算法（EAs）來識別、建模和最小化優化和移動網絡研究人員日常遇到的問題。移動自組網絡（MANETs）、車載網絡（VANETs）、感測器網絡（SNs）和混合網絡，每個都需要設計師對演化算法有敏銳的感知和知識，以幫助解決優化和移動網絡中的常見問題。

本書介紹了移動自組網絡和演化算法，介紹了基本概念以及每個概念的詳細描述。它演示了如何使用元啟發式和演化算法（EAs）來幫助在優化過程中提供低成本操作，從而使設計師能夠在設計中加入一些“智能”或複雜性。它還提供了關於傳播算法、拓撲管理和移動模型的高效準確信息，以應對該領域的挑戰。

《移動自組網絡的演化算法》：
- 教授如何識別、建模和優化日常研究中出現的問題
- 提供了關於網絡和移動性模擬器等主題的完整且最新的調查
- 提供了解決每個問題的示例問題以及解決方案/描述，並進行了性能比較
- 涵蓋了移動網絡中當前和相關的問題，如能源使用、廣播性能、設備移動性等

《移動自組網絡的演化算法》是研究移動網絡、優化、高級搜索技術和多目標優化的研究人員和學生的理想之選。