Applications of Nature-Inspired Computing and Optimization Techniques: Volume 135

Biswas, Anupam, Tonda, Alberto Paolo, Patgiri, Ripon

  • 出版商: Academic Press
  • 出版日期: 2024-04-02
  • 售價: $6,430
  • 貴賓價: 9.5$6,109
  • 語言: 英文
  • 頁數: 562
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 0323957684
  • ISBN-13: 9780323957687
  • 海外代購書籍(需單獨結帳)

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商品描述

Advances in Computers, Volume 135 highlights advances in the field, with this new volume, Applications of Nature-inspired Computing and Optimization Techniques presenting interesting chapters on a variety of timely topics, including A Brief Introduction to Nature-inspired Computing, Optimization and Applications, Overview of Non-linear Interval Optimization Problems, Solving the Aircraft Landing Problem using the Bee Colony Optimization (BCO) Algorithm, Situation-based Genetic Network Programming to Solve Agent Control Problems, Small Signal Stability Enhancement of Large Interconnected Power System using Grasshopper Optimization Algorithm Tuned Power System Stabilizer, Air Quality Modelling for Smart Cities of India by Nature Inspired AI - A Sustainable Approach, and much more.

Other sections cover Genetic Algorithm for the Optimization of Infectiological Parameter Values under Different Nutritional Status, A Novel Influencer Mutation Strategy for Nature-inspired Optimization Algorithms to Solve Electricity Price Forecasting Problem, Recent Trends in Human and Bio Inspired Computing: Use Case Study from Retail Perspective, Domain Knowledge Enriched Summarization of Legal Judgment Documents via Grey Wolf Optimization, and a host of other topics.

商品描述(中文翻譯)

《電腦進展,第135卷》突顯了該領域的進展,這本新卷《自然啟發計算和優化技術的應用》提供了一系列有趣的章節,包括自然啟發計算簡介、優化和應用概述、非線性區間優化問題概述、使用蜜蜂群優化算法解決飛機降落問題、基於情境的遺傳網絡編程解決代理控制問題、使用蚱蜢優化算法調整電力系統穩定器以增強大型互聯電力系統的小信號穩定性、基於自然啟發人工智能的印度智慧城市空氣質量建模 - 可持續方法等等。

其他章節涵蓋了基因算法在不同營養狀態下優化感染參數值、自然啟發優化算法的新型影響者突變策略解決電價預測問題、人類和生物啟發計算的最新趨勢:以零售視角為例、基於領域知識豐富的法律判決文件摘要化通過灰狼優化,以及其他一系列主題。