中文簡介

《計算系統(tǒng)理論》致力于發(fā)表計算機(jī)理論科學(xué)各個領(lǐng)域的原創(chuàng)研究成果，從計算復(fù)雜性等基礎(chǔ)領(lǐng)域，到算法和數(shù)據(jù)結(jié)構(gòu)等基礎(chǔ)領(lǐng)域，到并行和分布式算法和體系結(jié)構(gòu)等重點領(lǐng)域。主題包括以下項目的理論方面:·代數(shù)方法·算法博弈論·算法信息論·算法和數(shù)據(jù)結(jié)構(gòu)·算法分析·應(yīng)用圖論·難問題的近似算法·近似算法·自動機(jī)·正式語言·組合模式匹配·通信網(wǎng)絡(luò)·復(fù)雜性和可計算性理論·計算和算法學(xué)習(xí)理論·計算生物學(xué)·計算復(fù)雜度·計算幾何·計算分子生物學(xué)·計算科學(xué)·密碼學(xué)與安全·數(shù)據(jù)壓縮算法·數(shù)據(jù)挖掘·數(shù)據(jù)結(jié)構(gòu)·數(shù)據(jù)庫理論·分布式算法·分布式計算·動態(tài)數(shù)據(jù)結(jié)構(gòu)·有效數(shù)學(xué)·精確算法·外部內(nèi)存算法·圖算法·Kolmogorov復(fù)雜度·計算機(jī)科學(xué)中的邏輯·機(jī)器學(xué)習(xí)·基于機(jī)器的復(fù)雜性理論·移動計算·計算模型·分子計算·網(wǎng)絡(luò)·并行和分布式計算·物理與計算·程序檢查·性質(zhì)測試·量子計算·隨機(jī)算法·路由、廣播、搜索·字符串算法·文本索引·并行算法和網(wǎng)絡(luò)架構(gòu)的理論方面·通信網(wǎng)絡(luò)理論·并行系統(tǒng)理論

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英文簡介

THEORY OF COMPUTING SYSTEMS is devoted to publishing original research from all areas of theoretical computer science, ranging from foundational areas such as computational complexity, to fundamental areas such as algorithms and data structures, to focused areas such as parallel and distributed algorithms and architectures. Topics include theoretical aspects of the following items:· Algebraic methods· Algorithmic game theory· Algorithmic information theory· Algorithms and data structures· Analysis of algorithms· Applied graph theory· Approximate algorithms for hard problems· Approximation algorithms· Automata· Formal languages· Combinatorial pattern matching· Communication networks· Complexity and computability theory· Computational and algorithmic learning theory· Computational biology· Computational complexity· Computational geometry· Computational molecular biology· Computational science · Cryptography and security· Data compression algorithms· Data mining· Data structures· Database theory· Distributed algorithms· Distributed computing· Dynamic data structures· Effective mathematics· Exact algorithms· External memory algorithms· Graph algorithms· Kolmogorov complexity· Logic in computer science· Machine learning· Machine-based complexity theory· Mobile computing· Models of computation· Molecular computation· Networks· Parallel and distributed computing· Physics and computation· Program checking· Property testing· Quantum computing· Randomized algorithms· Routing, broadcasting, searching· String algorithms· Text indexing· Theoretical aspects of parallel algorithms and architectures of networks· Theory of communication networks· Theory of concurrent systems