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人工智能與創新創業/許磊 版權信息
- ISBN：9787121355776
- 條形碼：9787121355776 ; 978-7-121-35577-6
- 裝幀：一般膠版紙
- 冊數：暫無
- 重量：暫無
- 所屬分類：>>
人工智能與創新創業/許磊 本書特色
大眾創業、萬眾創新成為中國經濟增長的新動力。人工智能技術作為創新創業過程中的一個大趨勢，將引領一場更為深遠的科技革命，對當今新形勢下的創新創業活動產生重要的影響。本書將創新創業思想、模式識別、人工智能理論與實際應用相結合，以人工智能算法在不同領域中的應用為例，介紹了各種算法理論及其相應的 MATLAB 實現程序。全書共分為 5 章，內容包括人工智能概述、神經網絡、支持向量機、模擬退火算法、遺傳算法、蟻群算法等，覆蓋了各種常用的人工智能算法和技術。 本書可作為高等院校計算機及相關專業的創新實驗教學用書，為讀者提供采用 MATLAB 解決實際應用問題的思路和方法。
人工智能與創新創業/許磊 內容簡介
大眾創業、萬眾創新成為中國經濟增長的新動力。人工智能技術作為創新創業過程中的一個大趨勢，將引領一場更為深遠的科技革命，對當今新形勢下的創新創業活動產生重要的影響。本書將創新創業思想、模式識別、人工智能理論與實際應用相結合，以人工智能算法在不同領域中的應用為例，介紹了各種算法理論及其相應的 MATLAB 實現程序。全書共分為 5 章，內容包括人工智能概述、神經網絡、支持向量機、模擬退火算法、遺傳算法、蟻群算法等，覆蓋了各種常用的人工智能算法和技術。 本書可作為高等院校計算機及相關專業的創新實驗教學用書，為讀者提供采用 MATLAB 解決實際應用問題的思路和方法。
人工智能與創新創業/許磊 目錄
目 錄＜br/＞第 1 章 人工智能理論基礎 ····················································································· 1＜br/＞1.1 人工智能簡介 ····························································································· 1＜br/＞1.2 人工智能的起源和發展歷程 ······································································· 1＜br/＞1.3 人工智能的研究對象及特點 ······································································· 7＜br/＞1.3.1 人工智能的概念 ··················································································· 7＜br/＞1.3.2 人工智能的研究對象············································································· 8＜br/＞1.3.3 人工智能的特點 ·················································································· 10＜br/＞1.4 人工智能的分支和研究方法 ······································································ 10＜br/＞1.4.1 人工智能的主要分支············································································ 10＜br/＞1.4.2 人工智能的研究方法············································································ 17＜br/＞1.5 人工智能的發展和應用 ············································································· 21＜br/＞1.6 人工智能的相關概念 ················································································· 25＜br/＞1.7 人工智能與創新創業 ················································································· 26＜br/＞第 2 章 MATLAB 操作基礎 ···················································································· 32＜br/＞2.1 MATLAB 簡介 ··························································································· 32＜br/＞2.2 算法開發概述 ···························································································· 33＜br/＞2.3 性能優化概述 ···························································································· 35＜br/＞2.4 數據分析概述 ···························································································· 40＜br/＞2.5 數據可視化概述 ························································································ 41＜br/＞2.6 MATLAB 的基本語法 ················································································ 41＜br/＞2.6.1 語句形式及使用技巧············································································ 41＜br/＞2.6.2 變量及其賦值 ····················································································· 43＜br/＞2.7 矩陣的相關運算 ························································································ 45＜br/＞2.7.1 矩陣的初等運算 ·················································································· 45＜br/＞2.7.2 矩陣的高級運算 ·················································································· 48＜br/＞2.7.3 矩陣的群運算 ····················································································· 51＜br/＞2.8 關系和邏輯運算 ························································································ 53＜br/＞2.8.1 關系運算 ···························································································· 53＜br/＞2.8.2 邏輯運算 ···························································································· 54＜br/＞·VI·＜br/＞第 3 章 MATLAB 程序設計 ···················································································· 58＜br/＞3.1 M 文件 ······································································································· 58＜br/＞3.1.1 M 文件的建立與編輯 ··········································································· 58＜br/＞3.1.2 M 文件的分類 ····················································································· 60＜br/＞3.2 數據的輸入/輸出 ······················································································· 63＜br/＞3.2.1 input 函數 ·························································································· 63＜br/＞3.2.2 disp 函數 ···························································································· 64＜br/＞3.2.3 pause 函數 ·························································································· 66＜br/＞3.3 選擇結構 ··································································································· 67＜br/＞3.3.1 if 語句 ······························································································· 67＜br/＞3.3.2 switch 語句 ·············································································
展開全部
人工智能與創新創業/許磊 作者簡介
許磊，女，工程師。2009年進入哈爾濱工業大學計算機學院硬件實驗中心工作，教授《計算機設計與實踐》、《嵌入式系統設計與實踐》、《復雜計算機系統》、《計算機組成原理》等計算機硬件及軟件課程，具有十分豐富的設計和開發經驗。主要從事方向為計算機視覺和FPGA開發。曾獲哈爾濱市科技創新人才，哈工大計算機科學與技術學院"硬件實驗中心實驗平臺建設獎”。共承擔省部級教學項目5項。
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