Markov Random Flights
暫譯: 馬可夫隨機飛行
Kolesnik, Alexander D.
- 出版商: CRC
- 出版日期: 2021-02-03
- 售價: $6,760
- 貴賓價: 9.5 折 $6,422
- 語言: 英文
- 頁數: 406
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 0367564947
- ISBN-13: 9780367564940
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相關主題
商品描述
Markov Random Flights is the first systematic presentation of the theory of Markov random flights in the Euclidean spaces of different dimensions. Markov random flights is a stochastic dynamic system subject to the control of an external Poisson process and represented by the stochastic motion of a particle that moves at constant finite speed and changes its direction at random Poisson time instants. The initial (and each new) direction is taken at random according to some probability distribution on the unit sphere. Such stochastic motion is the basic model for describing many real finite-velocity transport phenomena arising in statistical physics, chemistry, biology, environmental science and financial markets. Markov random flights acts as an effective tool for modelling the slow and super-slow diffusion processes arising in various fields of science and technology.
Features:
- Provides the first systematic presentation of the theory of Markov random flights in the Euclidean spaces of different dimensions.
- Suitable for graduate students and specialists and professionals in applied areas.
- Introduces a new unified approach based on the powerful methods of mathematical analysis, such as integral transforms, generalized, hypergeometric and special functions.
Author
Alexander D. Kolesnik is a professor, Head of Laboratory (2015-2019) and principal researcher (since 2020) at the Institute of Mathematics and Computer Science, Kishinev (Chișinău), Moldova. He graduated from Moldova State University in 1980 and earned his PhD from the Institute of Mathematics of the National Academy of Sciences of Ukraine, Kiev in 1991. He also earned a PhD Habilitation in mathematics and physics with specialization in stochastic processes, probability and statistics conferred by the Specialized Council at the Institute of Mathematics of the National Academy of Sciences of Ukraine and confirmed by the Supreme Attestation Commission of Ukraine in 2010. His research interests include: probability and statistics, stochastic processes, random evolutions, stochastic dynamic systems, random flights, diffusion processes, transport processes, random walks, stochastic processes in random environments, partial differential equations in stochastic models, statistical physics and wave processes. Dr. Kolesnik has published more than 70 scientific publications, mostly in high-standard international journals and a monograph. He has also acted as external referee for many outstanding international journals in mathematics and physics, being awarded by the "Certificate of Outstanding Contribution in Reviewing" from the journal "Stochastic Processes and their Applications." He was the visiting professor and scholarship holder at universities in Italy and Germany and member of the Board of Global Advisors of the International Federation of Nonlinear Analysts (IFNA), United States of America.
商品描述(中文翻譯)
《馬可夫隨機飛行》是首次系統性地呈現馬可夫隨機飛行理論在不同維度的歐幾里得空間中的應用。馬可夫隨機飛行是一種隨機動態系統,受外部泊松過程的控制,並由一個以有限常速運動的粒子的隨機運動表示,該粒子在隨機的泊松時間瞬間改變方向。初始(及每個新的)方向是根據單位球面上的某種概率分佈隨機選取的。這種隨機運動是描述許多在統計物理、化學、生物學、環境科學和金融市場中出現的實際有限速度運輸現象的基本模型。馬可夫隨機飛行作為一種有效的工具,用於建模在各個科學和技術領域中出現的緩慢和超緩慢擴散過程。
特點:
- 提供馬可夫隨機飛行理論在不同維度的歐幾里得空間中的首次系統性呈現。
- 適合研究生及應用領域的專家和專業人士。
- 介紹了一種基於數學分析強大方法的新統一方法,如積分變換、廣義超幾何函數和特殊函數。
作者
亞歷山大·D·科列斯尼克(Alexander D. Kolesnik)是摩爾多瓦基希涅夫數學與計算機科學研究所的教授、實驗室主任(2015-2019)及首席研究員(自2020年起)。他於1980年畢業於摩爾多瓦國立大學,並於1991年在烏克蘭基輔國家科學院數學研究所獲得博士學位。他還獲得了數學和物理學的博士後資格,專攻隨機過程、概率和統計,該資格由烏克蘭國家科學院數學研究所的專門委員會授予,並於2010年獲得烏克蘭最高認證委員會的確認。他的研究興趣包括:概率和統計、隨機過程、隨機演化、隨機動態系統、隨機飛行、擴散過程、運輸過程、隨機漫步、隨機環境中的隨機過程、隨機模型中的偏微分方程、統計物理和波動過程。科列斯尼克博士已發表70多篇科學論文,主要在高標準的國際期刊上,並出版了一本專著。他還擔任多本優秀國際數學和物理期刊的外部審稿人,並獲得了《隨機過程及其應用》期刊頒發的「優秀審稿貢獻證書」。他曾在意大利和德國的多所大學擔任訪問教授和獎學金持有者,並是美國非線性分析國際聯合會(IFNA)全球顧問委員會的成員。
作者簡介
Alexander D. Kolesnik is the Professor, Head of laboratory (2015 - 2019), and Principal Researcher (since 2020) at the Institute of Mathematics and Computer Science, Kishinev (Chișinău), Moldova. He graduated from Moldova State University in 1980 and received PhD from the Institute of Mathematics of the National Academy of Sciences of Ukraine, Kiev, Ukraine in 1991 and PhD Habilitation in mathematics and physics with the specialization in stochastic processes, probability and statistics conferred by the Specialized Council at the Institute of Mathematics of the National Academy of Sciences of Ukraine and confirmed by the Supreme Attestation Commission of Ukraine in 2010. His research interests include probability and statistics, stochastic processes, random evolutions, stochastic dynamic systems, random flights, diffusion processes, transport processes, random walks, stochastic processes in random environments, partial differential equations in stochastic models, statistical physics, wave processes. Dr Kolesnik has published more than 70 scientific publications, including those published in high-standard international journals and a monograph. He has also acted as external referee for many outstanding international journals in mathematics and physics. He was the visiting professor and scholarship holder in the universities in Italy and Germany and member of the Board of Global Advisors of the International Federation of Nonlinear Analysts (IFNA), U.S.A.
作者簡介(中文翻譯)
亞歷山大·D·科列斯尼克是摩爾多瓦基希涅夫(Chișinău)數學與計算機科學研究所的教授、實驗室主任(2015 - 2019)及首席研究員(自2020年起)。他於1980年畢業於摩爾多瓦國立大學,並於1991年在烏克蘭基輔的烏克蘭國家科學院數學研究所獲得博士學位,於2010年獲得數學和物理的博士後資格,專攻隨機過程、概率和統計,該資格由烏克蘭國家科學院數學研究所的專門委員會授予,並由烏克蘭最高認證委員會確認。他的研究興趣包括概率和統計、隨機過程、隨機演化、隨機動態系統、隨機飛行、擴散過程、運輸過程、隨機漫步、隨機環境中的隨機過程、隨機模型中的偏微分方程、統計物理和波動過程。科列斯尼克博士已發表超過70篇科學出版物,包括在高標準國際期刊上發表的文章和一部專著。他還擔任多本優秀國際數學和物理期刊的外部審稿人。他曾在意大利和德國的多所大學擔任訪問教授和獎學金獲得者,並且是美國國際非線性分析聯合會(IFNA)全球顧問委員會的成員。