Modeling Complex Processes Through Nature-Analogous Methods: Artificial Intelligence and Artificial Life
暫譯: 通過自然類比方法建模複雜過程：人工智慧與人工生命
Klüver, Christina, Klüver, Jürgen, Schmidt, Jörn
相關主題
商品描述
This book is an introduction to nature-analogous techniques and related formal methods. For each technique, application examples are provided. It covers cellular automata and Boolean networks, evolutionary algorithms, as well as simulated annealing, fuzzy methods, neural networks, and finally hybrid systems, i.e., combinations of various techniques. Based on the theory of complex dynamic systems, theoretical foundations are also presented, and the similarities of these seemingly very heterogeneous techniques are pointed out. The edition has been revised and expanded with current trends such as ChatGPT.
商品描述(中文翻譯)
本書是對自然類似技術及相關形式方法的介紹。每種技術都提供了應用範例。內容涵蓋了細胞自動機和布林網路、演化演算法、模擬退火、模糊方法、神經網路，以及最後的混合系統，即各種技術的組合。基於複雜動態系統的理論，書中也呈現了理論基礎，並指出這些看似非常異質的技術之間的相似性。本版已根據當前趨勢（如 ChatGPT）進行修訂和擴充。
作者簡介
PD Dr. Christina Klüver, Prof. Dr. Jürgen Klüver, and Dr. Jörn Schmidt form the research group COBASC (Computer Based Analysis of Social Complexity). They developed numerous computer programs for the simulation and analysis of complex processes.
作者簡介(中文翻譯)
PD Dr. Christina Klüver、Prof. Dr. Jürgen Klüver 和 Dr. Jörn Schmidt 組成了研究團隊 COBASC（基於計算機的社會複雜性分析）。他們開發了多個用於模擬和分析複雜過程的計算機程式。
