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Applications of evolutionary algorithms on biomedical systems.

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Τίτλος: Applications of evolutionary algorithms on biomedical systems.
Συνεισφορές: Tse, Sui Man., Chinese University of Hong Kong Graduate School. Division of Computer Science and Engineering.
Έτος έκδοσης: 2007
Συλλογή: The Chinese University of Hong Kong: CUHK Digital Repository / 香港中文大學數碼典藏
Θεματικοί όροι: Cancer--Chemotherapy--Data processing, Chemotherapy, Combination--Data processing, Nucleotide sequence--Data processing, Evolutionary computation, Neoplasms--drug therapy, Antineoplastic Combined Chemotherapy Protocols, Drug Therapy, Computer-Assisted, Sequence Analysis, DNA, Algorithms
Περιγραφή: Tse, Sui Man. ; Thesis (M.Phil.)--Chinese University of Hong Kong, 2007. ; Includes bibliographical references (leaves 95-104). ; Abstracts in English and Chinese. ; Abstract --- p.i ; Acknowledgement --- p.v ; Chapter 1 --- Introduction --- p.1 ; Chapter 1.1 --- Motivation --- p.1 ; Chapter 1.1.1 --- Basic Concepts and Definitions --- p.2 ; Chapter 1.2 --- Evolutionary Algorithms --- p.5 ; Chapter 1.2.1 --- Chromosome Encoding --- p.6 ; Chapter 1.2.2 --- Selection --- p.7 ; Chapter 1.2.3 --- Crossover --- p.9 ; Chapter 1.2.4 --- Mutation --- p.10 ; Chapter 1.2.5 --- Elitism --- p.11 ; Chapter 1.2.6 --- Niching --- p.11 ; Chapter 1.2.7 --- Population Manipulation --- p.13 ; Chapter 1.2.8 --- Building Blocks --- p.13 ; Chapter 1.2.9 --- Termination Conditions --- p.14 ; Chapter 1.2.10 --- Co-evolution --- p.14 ; Chapter 1.3 --- Local Search --- p.15 ; Chapter 1.4 --- Memetic Algorithms --- p.16 ; Chapter 1.5 --- Objective --- p.17 ; Chapter 1.6 --- Summary --- p.17 ; Chapter 2 --- Background --- p.18 ; Chapter 2.1 --- Multiple Drugs Tumor Chemotherapy --- p.18 ; Chapter 2.2 --- Bioinformatics --- p.22 ; Chapter 2.2.1 --- Basics of Bioinformatics --- p.24 ; Chapter 2.2.2 --- Applications on Biomedical Systems --- p.26 ; Chapter 3 --- A New Drug Administration Dynamic Model --- p.29 ; Chapter 3.1 --- Three Drugs Mathematical Model --- p.31 ; Chapter 3.1.1 --- Rate of Change of Different Subpopulations --- p.32 ; Chapter 3.1.2 --- Rate of Change of Different Drug Concen- trations --- p.35 ; Chapter 3.1.3 --- Toxicity Effects --- p.35 ; Chapter 3.1.4 --- Summary --- p.36 ; Chapter 4 --- Memetic Algorithm - Iterative Dynamic Program- ming (MA-IDP) --- p.38 ; Chapter 4.1 --- Problem Formulation: Optimal Control Problem (OCP) for Mutlidrug Optimization --- p.38 ; Chapter 4.2 --- Proposed Memetic Optimization Algorithm --- p.40 ; Chapter 4.2.1 --- Iterative Dynamic Programming (IDP) . . --- p.40 ; Chapter 4.2.2 --- Adaptive Elitist-population-based Genetic Algorithm (AEGA) --- p.44 ; Chapter 4.2.3 --- Memetic Algorithm 一 ...
Τύπος εγγράφου: text
Περιγραφή αρχείου: print; xv, 104 leaves : ill.; 30 cm.
Γλώσσα: English
Chinese
Relation: cuhk:325933; http://library.cuhk.edu.hk/record=b5893179
Διαθεσιμότητα: http://library.cuhk.edu.hk/record=b5893179
https://repository.lib.cuhk.edu.hk/en/item/cuhk-325933
Rights: Use of this resource is governed by the terms and conditions of the Creative Commons “Attribution-NonCommercial-NoDerivatives 4.0 International” License (http://creativecommons.org/licenses/by-nc-nd/4.0/)
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  Data: Applications of evolutionary algorithms on biomedical systems.
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  Data: Tse, Sui Man.<br />Chinese University of Hong Kong Graduate School. Division of Computer Science and Engineering.
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  Data: 2007
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  Data: The Chinese University of Hong Kong: CUHK Digital Repository / 香港中文大學數碼典藏
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  Data: <searchLink fieldCode="DE" term="%22Cancer--Chemotherapy--Data+processing%22">Cancer--Chemotherapy--Data processing</searchLink><br /><searchLink fieldCode="DE" term="%22Chemotherapy%22">Chemotherapy</searchLink><br /><searchLink fieldCode="DE" term="%22Combination--Data+processing%22">Combination--Data processing</searchLink><br /><searchLink fieldCode="DE" term="%22Nucleotide+sequence--Data+processing%22">Nucleotide sequence--Data processing</searchLink><br /><searchLink fieldCode="DE" term="%22Evolutionary+computation%22">Evolutionary computation</searchLink><br /><searchLink fieldCode="DE" term="%22Neoplasms--drug+therapy%22">Neoplasms--drug therapy</searchLink><br /><searchLink fieldCode="DE" term="%22Antineoplastic+Combined+Chemotherapy+Protocols%22">Antineoplastic Combined Chemotherapy Protocols</searchLink><br /><searchLink fieldCode="DE" term="%22Drug+Therapy%22">Drug Therapy</searchLink><br /><searchLink fieldCode="DE" term="%22Computer-Assisted%22">Computer-Assisted</searchLink><br /><searchLink fieldCode="DE" term="%22Sequence+Analysis%22">Sequence Analysis</searchLink><br /><searchLink fieldCode="DE" term="%22DNA%22">DNA</searchLink><br /><searchLink fieldCode="DE" term="%22Algorithms%22">Algorithms</searchLink>
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  Data: Tse, Sui Man. ; Thesis (M.Phil.)--Chinese University of Hong Kong, 2007. ; Includes bibliographical references (leaves 95-104). ; Abstracts in English and Chinese. ; Abstract --- p.i ; Acknowledgement --- p.v ; Chapter 1 --- Introduction --- p.1 ; Chapter 1.1 --- Motivation --- p.1 ; Chapter 1.1.1 --- Basic Concepts and Definitions --- p.2 ; Chapter 1.2 --- Evolutionary Algorithms --- p.5 ; Chapter 1.2.1 --- Chromosome Encoding --- p.6 ; Chapter 1.2.2 --- Selection --- p.7 ; Chapter 1.2.3 --- Crossover --- p.9 ; Chapter 1.2.4 --- Mutation --- p.10 ; Chapter 1.2.5 --- Elitism --- p.11 ; Chapter 1.2.6 --- Niching --- p.11 ; Chapter 1.2.7 --- Population Manipulation --- p.13 ; Chapter 1.2.8 --- Building Blocks --- p.13 ; Chapter 1.2.9 --- Termination Conditions --- p.14 ; Chapter 1.2.10 --- Co-evolution --- p.14 ; Chapter 1.3 --- Local Search --- p.15 ; Chapter 1.4 --- Memetic Algorithms --- p.16 ; Chapter 1.5 --- Objective --- p.17 ; Chapter 1.6 --- Summary --- p.17 ; Chapter 2 --- Background --- p.18 ; Chapter 2.1 --- Multiple Drugs Tumor Chemotherapy --- p.18 ; Chapter 2.2 --- Bioinformatics --- p.22 ; Chapter 2.2.1 --- Basics of Bioinformatics --- p.24 ; Chapter 2.2.2 --- Applications on Biomedical Systems --- p.26 ; Chapter 3 --- A New Drug Administration Dynamic Model --- p.29 ; Chapter 3.1 --- Three Drugs Mathematical Model --- p.31 ; Chapter 3.1.1 --- Rate of Change of Different Subpopulations --- p.32 ; Chapter 3.1.2 --- Rate of Change of Different Drug Concen- trations --- p.35 ; Chapter 3.1.3 --- Toxicity Effects --- p.35 ; Chapter 3.1.4 --- Summary --- p.36 ; Chapter 4 --- Memetic Algorithm - Iterative Dynamic Program- ming (MA-IDP) --- p.38 ; Chapter 4.1 --- Problem Formulation: Optimal Control Problem (OCP) for Mutlidrug Optimization --- p.38 ; Chapter 4.2 --- Proposed Memetic Optimization Algorithm --- p.40 ; Chapter 4.2.1 --- Iterative Dynamic Programming (IDP) . . --- p.40 ; Chapter 4.2.2 --- Adaptive Elitist-population-based Genetic Algorithm (AEGA) --- p.44 ; Chapter 4.2.3 --- Memetic Algorithm 一 ...
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  Data: Use of this resource is governed by the terms and conditions of the Creative Commons “Attribution-NonCommercial-NoDerivatives 4.0 International” License (http://creativecommons.org/licenses/by-nc-nd/4.0/)
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    Languages:
      – Text: English
      – Text: Chinese
    Subjects:
      – SubjectFull: Cancer--Chemotherapy--Data processing
        Type: general
      – SubjectFull: Chemotherapy
        Type: general
      – SubjectFull: Combination--Data processing
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      – SubjectFull: Nucleotide sequence--Data processing
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      – SubjectFull: Evolutionary computation
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      – SubjectFull: Neoplasms--drug therapy
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      – SubjectFull: Antineoplastic Combined Chemotherapy Protocols
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      – SubjectFull: Drug Therapy
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      – SubjectFull: Sequence Analysis
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      – SubjectFull: DNA
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      – TitleFull: Applications of evolutionary algorithms on biomedical systems.
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