Hybrid Computational Intelligent Systems: Modeling, Simulation and Optimization
暫譯: 混合計算智能系統:建模、模擬與優化
Bhattacharyya, Siddhartha
- 出版商: CRC
- 出版日期: 2025-01-30
- 售價: $2,400
- 貴賓價: 9.5 折 $2,280
- 語言: 英文
- 頁數: 366
- 裝訂: Quality Paper - also called trade paper
- ISBN: 1032463295
- ISBN-13: 9781032463292
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相關主題
商品描述
Hybrid Computational Intelligent Systems - Modeling, Simulation and Optimization unearths the latest advances in evolving hybrid intelligent modeling and simulation of human-centric data-intensive applications optimized for real-time use, thereby enabling researchers to come up with novel breakthroughs in this ever-growing field.
Salient features include the fundamentals of modeling and simulation with recourse to knowledge-based simulation, interaction paradigms, and human factors, along with the enhancement of the existing state of art in a high-performance computing setup. In addition, this book presents optimization strategies to evolve robust and failsafe intelligent system modeling and simulation.
The volume also highlights novel applications for different engineering problems including signal and data processing, speech, image, sensor data processing, innovative intelligent systems, and swarm intelligent manufacturing systems.
Features:
- A self-contained approach to integrating the principles of hybrid computational ntelligence with system modeling and simulation
- Well-versed foundation of computational intelligence and its application to real life engineering problems
- Elucidates essential background, concepts, definitions, and theories thereby putting forward a complete treatment on the subject
- Effective modeling of hybrid intelligent systems forms the backbone of almost every operative system in real-life
- Proper simulation of real-time hybrid intelligent systems is a prerequisite for deriving any real-life system solution
- Optimized system modeling and simulation enable real-time and failsafe operations of the existing hybrid intelligent system solutions
- Information presented in an accessible way for researchers, engineers, developers, and practitioners from academia and industry working in all major areas and interdisciplinary areas of hybrid computational intelligence and communication systems to evolve human-centered modeling and simulations of real-time data-intensive intelligent systems.
商品描述(中文翻譯)
《混合計算智能系統 - 建模、模擬與優化》揭示了在以人為中心的數據密集型應用中,針對實時使用而優化的混合智能建模和模擬的最新進展,從而使研究人員能夠在這個不斷增長的領域中提出新穎的突破。
本書的顯著特點包括建模和模擬的基本原則,涉及基於知識的模擬、互動範式和人因工程,並在高性能計算環境中增強現有的技術水平。此外,本書還提出了優化策略,以發展穩健且安全的智能系統建模和模擬。
本書還突出了針對不同工程問題的新應用,包括信號和數據處理、語音、影像、傳感器數據處理、創新智能系統以及群體智能製造系統。
特點:
- 一種自成體系的方法,將混合計算智能的原則與系統建模和模擬相結合
- 對計算智能及其在現實工程問題中的應用有深入的基礎知識
- 闡明了基本背景、概念、定義和理論,從而對該主題進行全面的探討
- 混合智能系統的有效建模幾乎構成了現實中每個操作系統的基礎
- 實時混合智能系統的正確模擬是推導任何現實系統解決方案的前提
- 優化的系統建模和模擬使現有混合智能系統解決方案能夠實現實時和安全的操作
- 以易於理解的方式呈現的信息,適合來自學術界和業界的研究人員、工程師、開發者和實踐者,涵蓋混合計算智能和通信系統的所有主要領域及跨學科領域,以發展以人為中心的實時數據密集型智能系統的建模和模擬。
作者簡介
作者簡介(中文翻譯)
西達爾塔·巴塔查里亞(Siddhartha Bhattacharyya)目前擔任印度比爾布姆(Birbhum)拉傑納加爾大學(Rajnagar Mahavidyalaya)的校長。他於2020年被美國計算機協會(ACM)納入名人堂。他被選為俄羅斯自然科學院的外籍全職會員。他還被選為英國倫敦皇家藝術、製造和商業學會(RSA)的全職院士。他是6本書的共同作者,75本書的共同編輯,並在國際期刊和會議論文集中發表了超過300篇研究論文。他的研究興趣包括混合智能、模式識別、多媒體數據處理、社交網絡和量子計算。