ﻣﻘﺪﻣﺔ ﻓﻲ اﻟﺒﺮﻣﺠﺔ ﺑﺎﻟﻤﺎﺗﻼب Introduction to Matlab Programming اﻋﺪاد د/ﺧﺎﻟﺪ ﻋﺒﺪاﻟﺤﻤﻴﺪ اﻟﻬﻨﺪي رﺋﻴﺲ ﻗﺴﻢ هﻨﺪﺳﺔ اﻟﺤﺎﺳﺐ اﻵﻟﻲ آﻠﻴﺔ اﻟﺤﺎﺳﺐ اﻵﻟﻲ وﻧﻈﻢ اﻟﻤﻌﻠﻮﻣﺎت ﺟﺎﻣﻌﺔ أم اﻟﻘﺮى ﺑﻤﻜﺔ اﻟﻤﻜﺮﻣﺔ ﺟﻤﻴﻊ اﻟﺤﻘﻮق ﻣﺤﻔﻮﻇﺔ © 2007 Introduction to Matlab ﻣﻘﺪﻣﺔ ﻓﻲ اﻟﺒﺮﻣﺠﺔ ﺑﺎﻟﻤﺎﺗﻼب ﻣﻠﺨﺺ ﻣﻌﻠﻮﻣﺎت اﻟﻔﺼﻞ اﻷول )اﻟﻤﻘﺪﻣﺔ( )Information in Chapter 1 (Introduction ﻣﺆﺳﺴﻮ ﺑﺮﻧﺎﻣﺞ اﻟﻤﺎﺗﻼب آﻠﻴﻒ ﻣﻮﻟﺮ)(Cleve Moler هﻮ أﺳﺘﺎذ اﻟﺮﻳﺎﺿﻴﺎت وﻋﻠﻮم اﻟﺤﺎﺳﺐ ﻷآﺜﺮ ﻣﻦ ﻋﺸﺮﻳﻦ ﻋﺎﻣًﺎ ﻓﻲ ﺟﺎﻣﻌﺔ ﻣﺘﺸﻴﺠﻴﻦ وﺟﺎﻣﻌﺔ ﺳﺘﺎﻧﻔﻮرد وﺟﺎﻣﻌﺔ ﻧﻴﻮﻣﻜﺴﻴﻜﻮ ، وﻗﺪ أﻣﻀﻰ ﺧﻤﺲ ﺳﻨﻮات ﻋﻨﺪ اﺛﻨﻴﻦ ﻣﻦ ﻣﺼﻨﻌﻲ اﻟــ Hardwareوهﻤﺎ Intel Hypercube organizationو Ardentﻗﺒﻞ أن ﻳﻘﻮم ﺑﺎﻻﻧﺘﻘﺎل إﻟﻰ ﺷﺮآﺔ Mathworksاﻟﺸﺮآﺔ اﻷم ﻟﺒﺮﻧﺎﻣﺞ اﻟﻤﺎﺗﻼب ،آﻤﺎ أﻧﻪ هﻮ اﻟﻤﺆﻟﻒ ﻷول ﺑﺮﻧﺎﻣﺞ ﻟﻠﻤﺎﺗﻼب . ﺟﺎك ﻟﻴﻞ )(jack little هﻮ اﻟﻤﺆﺳﺲ ﻟﺸﺮآﺔ Mathworksآﻤﺎ أﻧﻪ اﻟﻤﺴﺎﻋﺪ ﻓﻲ وﺿﻊ ﺗﺨﻄﻴﻂ ﺑﺮﻧﺎﻣﺞ اﻟﻤﺎﺗﻼب ،وهﻮ ﺣﺎﺻﻞ ﻋﻠﻰ ﺑﻜﺎﻟﻮرﻳﻮس اﻟﻬﻨﺪﺳﺔ اﻟﻜﻬﺮﺑﻴﺔ وﻋﻠﻮم اﻟﺤﺎﺳﺐ ﻣﻦ ﺟﺎﻣﻌﺔ MITﻋﺎم ، 1978آﻤﺎ أﻧﻪ ﺣﺼﻞ ﻋﻠﻰ ﺷﻬﺎدة M.S.E.Eﻣﻦ ﺟﺎﻣﻌﺔ ﺳﺘﺎﻧﻔﻮرد ﻋﺎم . 1980 ﺗﺎرﻳﺦ اﻟﻤﺎﺗﻼب ﻓﻲ ﻣﻨﺘﺼﻒ اﻟﺴﺒﻌﻴﻨﺎت ﻋﺎم ، 1970ﻗﺎم آﻠﻴﻒ ﻣﻮﻟﺮ واﻟﺬي آﺎن رﺋﻴﺴﺎ ﻟﻘﺴﻢ ﻋﻠﻮم اﻟﺤﺎﺳﺐ ﻓﻲ ﺟﺎﻣﻌﺔ ﻧﻴﻮﻣﻜﺴﻴﻜﻮ وﻋﺪد ﻣﻦ زﻣﻼﺋﻪ ﺑﺘﻄﻮﻳﺮ ﻣﻜﺘﺒﺎت اﻟﻔﻮرﺗﺮان واﻟﺘﻲ آﺎﻧﺖ ﺗﺪﻋﻰ EISPACKو LINPACKﺗﺤﺖ ﻣﻨﺤﺔ ﻣﻦ اﻟﻤﺆﺳﺴﺔ اﻟﻘﻮﻣﻴﺔ ﻟﻠﻌﻠﻮم. LINPACKو EISPACKهﻤﺎ اﻟﻠﺒﻨﺔ اﻟﺒﺮﻣﺠﻴﺔ اﻷﺳﺎﺳﻴﺔ ﻓﻲ ﺑﺮﻣﺠﻴﺎت ﺣﺴﺎﺑﺎت اﻟﻤﺼﻔﻮﻓﺎت . ﺑﺪأ آﻠﻴﻒ ﺑﻜﺘﺎﺑﺔ ﺑﺮﻧﺎﻣﺞ ﻟﻠﻮﺻﻮل إﻟﻰ EISPACKو LINPACKﺑﻜﻞ ﺑﺴﺎﻃﺔ وﺳﻤﻲ ﺑﺮﻧﺎﻣﺠﻪ MATLABواﻟﺘﻲ ﺗﻌﻨﻲ ) (Matrix Laboratoryأي ﻣﺨﺘﺒﺮ اﻟﻤﺼﻔﻮﻓﺔ . اﻧﺘﺸﺮ ﺑﺮﻧﺎﻣﺞ اﻟﻤﺎﺗﻼب ﻟﻠﺠﺎﻣﻌﺎت اﻷﺧﺮى ووﺟﺪ هﺬا اﻟﺒﺮﻧﺎﻣﺞ ﺟﻤﻬﻮر ﻗﻮي ﻣﻦ ﻗﺒﻞ اﻟﻤﺨﺘﺼﻴﻦ ﺑﺎﻟﺮﻳﺎﺿﻴﺎت اﻟﺘﻄﺒﻴﻘﻴﺔ . ﻓﻲ ﻋﺎم ُ 1983 ﻋﺮض ﻋﻠﻰ اﻟﻤﻬﻨﺪس ﺟﻮن ﻟﻴﺘﻞ ﺑﺮﻧﺎﻣﺞ اﻟﻤﺎﺗﻼب أﺛﻨﺎء زﻳﺎرة ﻣﻮﻟﺮ ﻟﺠﺎﻣﻌﺔ ﺳﺘﺎﻧﻔﻮرد ،وﺑﻌﺪ ذﻟﻚ اﻧﻈﻢ ﻟﻴﺘﻞ إﻟﻰ ﻣﻮﻟﺮ وﺳﺘﻴﻒ ﺑﺎﻧﺠﺮت وأﻋﻴﺪت آﺘﺎﺑﺔ اﻟﻤﺎﺗﻼب ﺑﻠﻐﺔ اﻟﺴﻲ . أﺳﺴﺖ ﻓﻲ ﻋﺎم 1984ﺷﺮآﺔ Mathworksﻟﻤﻮاﺻﻠﺔ ﺗﻄﻮﻳﺮ ﺑﺮﻧﺎﻣﺞ اﻟﻤﺎﺗﻼب . اﻋﺪاد د /ﺧﺎﻟﺪ ﻋﺒﺪ اﻟﺤﻤﻴﺪ اﻟﻬﻨﺪي 1 Dr. Khalid A. Al-Hindi Introduction to Matlab ﻣﻘﺪﻣﺔ ﻓﻲ اﻟﺒﺮﻣﺠﺔ ﺑﺎﻟﻤﺎﺗﻼب ﺗﺎﺑﻊ ﻣﻠﺨﺺ ﻣﻌﻠﻮﻣﺎت اﻟﻔﺼﻞ اﻷول )اﻟﻤﻘﺪﻣﺔ( )Information in Chapter 1 (Introduction ﺗﻌﺮﻳﻒ اﻟﻤﺎﺗﻼب اﻟﻤﺎﺗﻼب هﻲ ﻟﻐﺔ ذات ﻣﺴﺘﻮى ﻋﺎﻟﻲ ﻟﻠﺤﺴﺎﺑﺎت واﻟﺒﺮﻣﺠﺔ وﺗﻤﺘﺎز ﺑﻮﺟﻮد ﺑﺮاﻣﺞ ﺗﺴﻬﻞ ﻋﻤﻠﻴﺔ اﻟﺘﻌﺎﻣﻞ ﻣﻊ هﺬﻩ اﻟﻠﻐﺔ ،وﺗﺸﻤﻞ اﻟﺒﺮاﻣﺞ ﻋﻠﻰ : oاﻟﺤﺴﺎﺑﺎت اﻟﺮﻳﺎﺿﻴﺔ oﺗﻄﻮﻳﺮ اﻟﺨﻮارزﻣﻴﺎت oﻣﻌﺎﻟﺠﺔ اﻟﺒﻴﺎﻧﺎت oاﻟﻨﻤﺬﺟﺔ واﻟﻤﺤﺎآﺎة وﺗﺼﻤﻴﻢ اﻟﻤﺨﻄﻄﺎت اﻷوﻟﻴﺔ ﻟﻠﻤﺸﺎرﻳﻊ oﺗﺤﻠﻴﻞ اﻟﺒﻴﺎﻧﺎت وﻋﺮﺿﻬﺎ oﻋﻤﻞ اﻟﺮﺳﻮﻣﺎت اﻟﻬﻨﺪﺳﻴﺔ واﻟﻌﻠﻤﻴﺔ oﺗﻄﻮﻳﺮ اﻟﺘﻄﺒﻴﻘﺎت ﺿﻤﻦ واﺟﻬﺎت ﻣﻦ ﻧﻮع )(GUI وﻳﻌﺘﻤﺪ اﻟﻤﺎﺗﻼب ﻋﻠﻰ ﺗﻨﺴﻴﻖ اﻟﺒﻴﺎﻧﺎت ﻓﻲ ﺻﻮرة ﻣﺼﻔﻮﻓﺎت وﻳﻜﻮن اﻟﺒﺮﻧﺎﻣﺞ ﻣﺜﻞ أﻏﻠﺐ ﻟﻐﺎت اﻟﺒﺮﻣﺠﺔ . ﻳﺸﻤﻞ اﻟﻤﺎﺗﻼب ﻋﻠﻰ ﻣﺠﻤﻮﻋﺔ ﻣﻦ اﻟﺒﺮاﻣﺞ واﻟﺘﻲ ﺗﺪﻋﻰ ) (toolboxﻣﻤﺎ ﻳﺘﻴﺢ ﻟﻚ اﻟﺘﻌﺎﻣﻞ ﻣﻊ اﻟﺘﻄﺒﻴﻘﺎت اﻟﻤﺘﺨﺼﺼﺔ وهﺬﻩ اﻷدوات ﻋﺒﺎرة ﻋﻦ ﺑﺮاﻣﺞ ﻓﻲ ﺻﻮرة ). (M-files ﺗﻄﺒﻴﻘﺎت اﻟﻤﺎﺗﻼب ﻓﻲ اﻟﻤﺠﺎل اﻷآﺎدﻳﻤﻲ : o o o o ﻋﻤﻞ اﻟﺘﻔﺎﺻﻴﻞ واﻟﺘﻜﺎﻣﻞ ﺣﻞ اﻟﻤﻌﺎدﻻت اﻟﺠﺒﺮﻳﺔ )(Algebraic Equations ﺣﻞ اﻟﻤﻌﺎدﻻت اﻟﺘﻔﺎﺿﻠﻴﺔ ذات اﻟﺮﺗﺐ اﻟﻌﻠﻴﺎ )(Differential Equations ﻋﻤﻞ اﻟﺘﻔﺎﺿﻞ اﻟﺠﺰﺋﻲ ،وﻋﻤﻠﻴﺎت اﻟﻜﺴﺮ اﻟﺠﺰﺋﻲ )(Partial fraction اﻟﻤﺠﺎﻻت اﻟﺘﻄﺒﻴﻘﻴﺔ : o o o o o o أﻧﻈﻤﺔ اﻟﺘﺤﻜﻢ ﻓﻲ ﺟﻤﻴﻊ اﻟﻤﺠﺎﻻت اﻟﻬﻨﺪﺳﻴﺔ )(Control System ﻣﻌﺎﻟﺠﺔ اﻟﺼﻮر ﻣﺤﺎآﺎة اﻹﻟﻜﺘﺮوﻧﺎت ﻣﺠﺎل ﺻﻨﺎﻋﺔ اﻟﺴﻴﺎرات ﻣﺠﺎل اﻟﻄﻴﺮان واﻟﺪﻓﺎع اﻟﺠﻮي ﻣﺠﺎل اﻟﺮوﺑﻮت وهﻨﺎك اﻟﻜﺜﻴﺮ واﻟﻜﺜﻴﺮ ﻣﻦ اﻟﺘﻄﺒﻴﻘﺎت اﻟﻬﻨﺪﺳﻴﺔ . اﻋﺪاد د /ﺧﺎﻟﺪ ﻋﺒﺪ اﻟﺤﻤﻴﺪ اﻟﻬﻨﺪي 2 Dr. Khalid A. Al-Hindi Introduction to Matlab ﻣﻘﺪﻣﺔ ﻓﻲ اﻟﺒﺮﻣﺠﺔ ﺑﺎﻟﻤﺎﺗﻼب ﻣﻠﺨﺺ ﻣﻌﻠﻮﻣﺎت اﻟﻔﺼﻞ اﻟﺜﺎﻧﻲ )واﺟﻬﺔ ﺑﺮﻧﺎﻣﺞ اﻟﻤﺎﺗﻼب( )Information in Chapter 2 (Matlab Desktop واﺟﻬﺔ ﺑﺮﻧﺎﻣﺞ اﻟﻤﺎﺗﻼب ﺗﻜﻮن ﻣﻦ: oﻧﺎﻓﺬة اﻷواﻣﺮ )(Command Window oﻣﻨﻄﻘﺔ اﻟﻌﻤﻞ )(Workspace oﻧﺎﻓﺬة ﺗﺴﺠﻴﻞ اﻻواﻣﺮ )(Command History ﺷﺮﻳﻂ اﻟﻘﻮاﺋﻢ وﺗﺘﻜﻮن ﻣﻦ: o o o o o o ﻗﺎﺋﻤﺔ ﻣﻠﻒ )(File ﻗﺎﺋﻤﺔ اﻟﺘﻌﺪﻳﻞ )(Edit ﻗﺎﺋﻤﺔ )(Debug ﻗﺎﺋﻤﺔ )(Desktop ﻗﺎﺋﻤﺔ )(Window ﻗﺎﺋﻤﺔ )(Help ﻣﺤﺘﻮﻳﺎت ﻗﺎﺋﻤﺔ اﻟﻤﺴﺎﻋﺪة ):(Help o o o o ﻗﺎﺋﻤﺔ اﻟﻤﺤﺘﻮﻳﺎت )(Contents ﻗﺎﺋﻤﺔ اﻟﻔﻬﺮس )(Index ﻗﺎﺋﻤﺔ اﻟﺒﺤﺚ )(Search ﻗﺎﺋﻤﺔ )(Demos اﻋﺪاد د /ﺧﺎﻟﺪ ﻋﺒﺪ اﻟﺤﻤﻴﺪ اﻟﻬﻨﺪي 3 Dr. Khalid A. Al-Hindi Introduction to Matlab ﻣﻘﺪﻣﺔ ﻓﻲ اﻟﺒﺮﻣﺠﺔ ﺑﺎﻟﻤﺎﺗﻼب ﻣﻠﺨﺺ أواﻣﺮ اﻟﻔﺼﻞ اﻟﺜﺎﻟﺚ )اﻟﻤﺎﺗﻼب آﺂﻟﺔ ﺣﺎﺳﺒﺔ( )Matlab Examples in Chapter 3 (Matlab as a Calculator اﻟﻤﻮﺿﻮع اﻟﻔﺮﻋﻲ اﻟﻤﻮﺿﻮع اﻟﺮﺋﻴﺴﻲ ﺗﻨﻔﻴﺬ اﻟﻤﺜﺎل ﻓﻲ اﻟﻤﺎﺗﻼب >>ِِ6+2 >>6-2 >>6*2 >>6/2 ﺑﻌﺾ اﻟﻌﻤﻠﻴﺎت اﻟﺮﻳﺎﺿﻴﺔ اﻟﺒﺴﻴﻄﺔ Some math operations اﺳﺘﺨﺪام اﻟﻤﺎﺗﻼب آﺂﻟﺔ ﺣﺎﺳﺒﺔ Operations on Variables اﻟﺪاﻟﺔ اﻷﺳﻴﺔ ﻟﻸﺳﺎس e Exponential Function اﻟﺪاﻟﺔ اﻟﻠﻮﻏﺎرﺗﻤﻴﺔ اﻟﻄﺒﻴﻌﻴﺔ Natural Logarithm اﻟﺠﺬر اﻟﺘﺮﺑﻴﻌﻲ Square Root اﻟﺪاﻟﺔ اﻟﻠﻮﻏﺎرﺗﻤﻴﺔ ﻟﻸﺳﺎس 10 Base 10 Logarithm اﻟﻘﻴﻤﺔ اﻟﻤﻄﻠﻘﺔ Absolute Value اﻟﺪاﻟﺔ ) (sinﺑﺎﻟﺮادﻳﺎن Sine Function in Radians اﻟﺪاﻟﺔ ) (sinﺑﺎﻟﺪرﺟﺎت Sine Function in Degrees اﻟﺪاﻟﺔ ) (cosﺑﺎﻟﺮادﻳﺎن )Cosine Function (Radians داﻟﺔ ﻣﻌﻜﻮس )(tan Tangent Inverse Function اﻟﺪاﻟﺔ )(sec Secant Function اﻟﺪاﻟﺔ )(sinh Hyperbolic Sine Function ﺣﺴﺎب داﻟﺔ داﺧﻞ داﻟﺔ أﺧﺮى Command Nesting ﻣﻼﺣﻈﺎت Notes )>>exp(1 )>>log(1 )>>sqrt(36 ﺣﺴﺎب ﻗﻴﻤﺔ اﻟﺪاﻟﺔ اﻷﺳﻴﺔ ﻟﻸﺳﺎس )(e ﻟﻠﻌﺪد )(1 ﺣﺴﺎب ﻗﻴﻤﺔ اﻟﺪاﻟﺔ اﻟﻠﻮﻏﺎرﺗﻤﻴﺔ اﻟﻄﺒﻴﻌﻴﺔ ﻟﻠﻌﺪد )(1 ﺣﺴﺎب اﻟﺠﺬر اﻟﺘﺮﺑﻴﻌﻲ ﻟﻠﻌﺪد )(36 )>>log10(20 )>>abs(-100 ﺣﺴﺎب اﻟﻘﻴﻤﺔ اﻟﻤﻄﻠﻘﺔ ﻟﻠﻌﺪد )(-100 )>>sind(90 )>>cos(pi )>>atan(pi )>>sec(pi )>>sinh(100 )))>>sin(abs(sqrt(90 اﻟﻤﻌﻠﻮﻣﺎت ﻋﻦ داﻟﺔ ﻣﻌﻴﻨﺔ Information about a Matlab Function >>ِِhelp sqrt >>ِِhelp sin ﻣﻌﻠﻮﻣﺎت ﻣﻄﻮﻟﺔ ﻋﻦ داﻟﺔ ﻣﻌﻴﻨﺔ Information about a Matlab Function >>doc sind اﻋﺪاد د /ﺧﺎﻟﺪ ﻋﺒﺪ اﻟﺤﻤﻴﺪ اﻟﻬﻨﺪي إﺟﺮاء ﺑﻌﺾ اﻟﻌﻤﻠﻴﺎت اﻟﺮﻳﺎﺿﻴﺔ اﻟﺒﺴﻴﻄﺔ وهﻲ ﺑﺎﻟﺘﺮﺗﻴﺐ اﻟﺠﻤﻊ ﺛﻢ اﻟﻄﺮح ﺛﻢ اﻟﻀﺮب ﺛﻢ اﻟﻘﺴﻤﺔ ﺣﺴﺎب ﻗﻴﻤﺔ اﻟﺪاﻟﺔ اﻟﻠﻮﻏﺎرﺗﻤﻴﺔ ﻟﻸﺳﺎس ) (10ﻟﻠﻌﺪد )(20 )>>sin(pi/2 4 ﺷﺮح اﻟﻤﺜﺎل ﺣﺴﺎب ﻗﻴﻤﺔ اﻟﺪاﻟﺔ ) (sinﻟﻠﻌﺪد )( π /2 ﺑﺎﻟﺮادﻳﺎن ﺣﺴﺎب ﻗﻴﻤﺔ اﻟﺪاﻟﺔ ) (sinﻟﻠﻌﺪد )(90 ﺑﺎﻟﺪرﺟﺎت ﺣﺴﺎب ﻗﻴﻤﺔ اﻟﺪاﻟﺔ ) (cosﻟﻠﻌﺪد ) ( π ﺑﺎﻟﺮادﻳﺎن ﺣﺴﺎب ﻗﻴﻤﺔ داﻟﺔ ﻣﻌﻜﻮس ) (tanﻟﻠﻌﺪد )(100 ﺣﺴﺎب ﻗﻴﻤﺔ اﻟﺪاﻟﺔ ) (secﻟﻠﻌﺪد ) ( π ﺣﺴﺎب ﻗﻴﻤﺔ اﻟﺪاﻟﺔ ) (sinhﻟﻠﻌﺪد )(100 ﻳﻤﻜﻦ ﻓﻲ اﻟﻤﺎﺗﻼب ﺣﺴﺎب اﻟﺪاﻟﺔ ﻟﺪاﻟﺔ أﺧﺮى وهﻜﺬا ﻣﻊ ﺿﺮورة ﻣﺮاﻋﺎة ﻋﺪد اﻷﻗﻮاس ﻟﻠﺤﺼﻮل ﻋﻠﻰ ﻣﻌﻠﻮﻣﺎت ﻣﻔﺼﻠﺔ ﻋﻦ داﻟﺔ اﻟﻤﺎﺗﻼب ) (sqrtوﻣﻦ ﺛﻢ ﻟﻠﺪاﻟﺔ ) ، (sinوﺗﺸﻤﻞ ﻣﻌﻠﻮﻣﺎت اﻟﺘﻌﺮﻳﻒ وآﻴﻔﻴﺔ اﻻﺳﺘﺨﺪام وﻏﻴﺮ ذﻟﻚ ﻟﻠﺤﺼﻮل ﻋﻠﻰ ﻣﻌﻠﻮﻣﺎت ﻣﻄﻮﻟﺔ ﻋﻦ داﻟﺔ اﻟﻤﺎﺗﻼب ) (sindﻣﺜﻞ اﻟﺘﻌﺮﻳﻒ وآﻴﻔﻴﺔ اﻻﺳﺘﺨﺪام وﻧﺤﻮﻩ Dr. Khalid A. Al-Hindi Introduction to Matlab ﻣﻘﺪﻣﺔ ﻓﻲ اﻟﺒﺮﻣﺠﺔ ﺑﺎﻟﻤﺎﺗﻼب ﺟﺪول ﻟﺒﻌﺾ اﻟﺪوال اﻟﺮﻳﺎﺿﻴﺔ اﻟﻤﻌﺮﻓﺔ ﻓﻲ ﺑﺮﻧﺎﻣﺞ اﻟﻤﺎﺗﻼب Matlab Function exp(x) log(x) log10(x) sqrt(x) Exponential and Logarithmic Functions Definition Mathematical Form Exponential ex Natural logarithm ln(x) Common (base 10) logarithm log(x) Square root x Matlab Function cos(x) sin(x) tan(x) acos(x) asin(x) atan(x) cot(x) csc(x) sec(x) acot(x) acsc(x) asec(x) atan2(y,x) Trigonometric Functions Definition Cosine Sine Tangent Inverse cosine Inverse sine Inverse tangent Cotangent Cosecant Secant Inverse cotangent Inverse cosecant Inverse secant Four-quadrant inverse tangent. Matlab Function cosh(x) sinh(x) tanh(x) acosh(x) asinh(x) atanh(x) coth(x) csch(x) sech(x) acoth(x) acsch(x) asech(x) Hyperbolic Functions Definition Hyperbolic cosine Hyperbolic sine Hyperbolic tangent Inverse hyperbolic cosine Inverse hyperbolic sine Inverse hyperbolic tangent Hyperbolic cotangent Hyperbolic cosecant Hyperbolic secant Inverse hyperbolic cotangent Inverse hyperbolic cosecant Inverse hyperbolic secant Dr. Khalid A. Al-Hindi 5 Mathematical Form cos(x) sin(x) tan(x) cos–1(x) sin–1(x) tan–1(x) cot(x) csc(x) sec(x) cot–1(x) csc–1(x) sec–1(x) Mathematical Form cosh(x) sinh(x) tanh(x) cosh–1(x) sinh–1(x) tanh–1(x) coth(x) csch(x) sech(x) coth–1(x) csch–1(x) sech–1(x) ﺧﺎﻟﺪ ﻋﺒﺪ اﻟﺤﻤﻴﺪ اﻟﻬﻨﺪي/اﻋﺪاد د Introduction to Matlab ﻣﻘﺪﻣﺔ ﻓﻲ اﻟﺒﺮﻣﺠﺔ ﺑﺎﻟﻤﺎﺗﻼب ﻣﻠﺨﺺ أواﻣﺮ اﻟﻔﺼﻞ اﻟﺮاﺑﻊ )اﻟﻤﺘﻐﻴﺮات( )Matlab Examples in Chapter 4 (Variables اﻟﻤﻮﺿﻮع اﻟﺮﺋﻴﺴﻲ إﻧﺸﺎء ﻣﺘﻐﻴﺮ Defining a Variable اﻟﻌﻤﻠﻴﺎت ﻋﻠﻰ اﻟﻤﺘﻐﻴﺮات Operations on Variables اﻷﻋﺪاد اﻟﻤﺮآﺒﺔ Complex Numbers أواﻣﺮ إﺿﺎﻓﻴﺔ ﻟﺒﺮﻧﺎﻣﺞ اﻟﻤﺎﺗﻼب Extra Matlab Commands اﻟﻤﻮﺿﻮع اﻟﻔﺮﻋﻲ ﺗﻨﻔﻴﺬ اﻟﻤﺜﺎل ﻓﻲ اﻟﻤﺎﺗﻼب ﻃﺮﻳﻘﺔ اﻟﺘﻌﺮﻳﻒ >>a=2 >>ِِb=10 ﻣﻼﺣﻈﺔ هﺎﻣﺔ >>ِِA=3 إﻧﺸﺎء ﺛﻼث ﻣﺘﻐﻴﺮات Defining three variables أﻣﺜﻠﺔ ﻟﻌﻤﻠﻴﺎت رﻳﺎﺿﻴﺔ Examples of Simple Math Operations ;>>ِِA=6 ;>>ِِB=2 ;>>ِِC=3 >>A+B+C >>(A*B)/C >>A^2+B^2 >>(sin(A)+cos(B))/2 اﻟﻌﺪد اﻟﺘﺨﻴﻠﻲ i The complex number i >>i إﻧﺸﺎء ﻣﺘﻐﻴﺮﻳﻦ ﻣﺮآﺒﻴﻦ Defining two complex numbers >>ِِa=a+i >>b=a+2i ﺑﻌﺾ اﻟﻌﻤﻠﻴﺎت اﻟﺮﻳﺎﺿﻴﺔ ﻋﻠﻰ اﻟﻤﺘﻐﻴﺮﻳﻦ اﻟﻤﺮآﺒﻴﻦ Some math operations >>ِِa+b >>ِِa*b >>ِِa/b >>ِِa-b إﻧﺸﺎء ﻣﺘﻐﻴﺮ ﻣﺮآﺐ Defining a complex number اﻟﺠﺰء اﻟﺤﻘﻴﻘﻲ ﻟﻤﺘﻐﻴﺮ ﻣﺮآﺐ Real part of a complex number اﻟﺠﺰء اﻟﺘﺨﻴﻠﻲ ﻟﻤﺘﻐﻴﺮ ﻣﺮآﺐ Imaginary part of a complex number زاوﻳﺔ اﻟﻄﻮر ﻟﻤﺘﻐﻴﺮ ﻣﺮآﺐ Phase angle of a complex number in radians اﻟﻘﻴﻤﺔ اﻟﻤﻄﻠﻘﺔ ﻟﻤﺘﻐﻴﺮ ﻣﺮآﺐ Absolute value of a complex number ﻋﺮض اﻟﻤﺘﻐﻴﺮات اﻟﻤﺴﺘﺨﺪﻣﺔ Display Variables ﻋﺮض ﻣﻔﺼﻞ ﻟﻠﻤﺘﻐﻴﺮات اﻟﻤﺴﺘﺨﺪﻣﺔ Display Variables with Information اﻋﺪاد د /ﺧﺎﻟﺪ ﻋﺒﺪ اﻟﺤﻤﻴﺪ اﻟﻬﻨﺪي >>ِِz=3+4i ﻹﻧﺸﺎء ﺛﻼث ﻣﺘﻐﻴﺮات ﻣﻊ ﻋﺪم إﻇﻬﺎرهﻢ ﻋﻠﻰ اﻟﺸﺎﺷﺔ ﺑﺎﺳﺘﺨﺪام اﻷﻣﺮ );( اﻟﻤﺜﺎل اﻷول ﻟﻠﻌﻤﻠﻴﺎت ﻋﻠﻰ اﻟﻤﺘﻐﻴﺮات اﻟﻤﺜﺎل اﻟﺜﺎﻧﻲ ﻟﻠﻌﻤﻠﻴﺎت ﻋﻠﻰ اﻟﻤﺘﻐﻴﺮات اﻟﻤﺜﺎل اﻟﺜﺎﻟﺚ ﻟﻠﻌﻤﻠﻴﺎت ﻋﻠﻰ اﻟﻤﺘﻐﻴﺮات اﻟﻤﺜﺎل اﻟﺮاﺑﻊ ﻟﻠﻌﻤﻠﻴﺎت ﻋﻠﻰ اﻟﻤﺘﻐﻴﺮات اﻟﻌﺪد اﻟﺘﺨﻴﻠﻲ ) (iﻣﻌﺮف ﻣﺴﺒﻘﺎ ﻓﻲ اﻟﻤﺎﺗﻼب ﺑﺸﺮط أن ﻻ ﻳﺘﻢ اﻋﺎدة ﺗﻌﺮﻳﻒ اﻟﻤﺘﻐﻴﺮ ) (iأﺛﻨﺎء آﺘﺎﺑﺔ أي ﺑﺮﻧﺎﻣﺞ إﻧﺸﺎء ﻣﺘﻐﻴﺮﻳﻦ ﻣﺮآﺒﻴﻦ ) (aو )(b إﺟﺮاء ﺑﻌﺾ اﻟﻌﻤﻠﻴﺎت اﻟﺮﻳﺎﺿﻴﺔ اﻟﺒﺴﻴﻄﺔ ﻋﻠﻰ اﻟﻤﺘﻐﻴﺮﻳﻦ اﻟﻤﺮآﺒﻴﻦ وهﻲ ﺑﺎﻟﺘﺮﺗﻴﺐ اﻟﺠﻤﻊ ﺛﻢ اﻟﻀﺮب ﺛﻢ اﻟﻘﺴﻤﺔ ﺛﻢ اﻟﻄﺮح إﻧﺸﺎء ﻣﺘﻐﻴﺮ ﻣﺮآﺐ )(z )>>ِِreal(z اﻟﺤﺼﻮل ﻋﻠﻰ اﻟﺠﺰء اﻟﺤﻘﻴﻘﻲ ﻓﻘﻂ ﻟﻠﻤﺘﻐﻴﺮ اﻟﻤﺮآﺐ )(z )>>imag(z اﻟﺤﺼﻮل ﻋﻠﻰ اﻟﺠﺰء اﻟﺘﺨﻴﻠﻲ ﻓﻘﻂ ﻟﻠﻤﺘﻐﻴﺮ اﻟﻤﺮآﺐ )(z )>>angle(z اﻟﺤﺼﻮل ﻋﻠﻰ زاوﻳﺔ اﻟﻄﻮر ﻟﻠﻤﺘﻐﻴﺮ اﻟﻤﺮآﺐ ) (zﺑﺎﻟﺮادﻳﺎن )>>abs(z اﻟﺤﺼﻮل ﻋﻠﻰ اﻟﻘﻴﻤﺔ اﻟﻤﻄﻠﻘﺔ ﻟﻠﻤﺘﻐﻴﺮ اﻟﻤﺮآﺐ )(z >>who >>whos 6 ﺷﺮح اﻟﻤﺜﺎل ﻹﻧﺸﺎء اﻟﻤﺘﻐﻴﺮﻳﻦ ) (aوﻳﺴﺎوي )(2 واﻟﻤﺘﻐﻴﺮ ) (bوﻳﺴﺎوي )(10 ﻻﺣﻆ أن اﻟﻤﺘﻐﻴﺮ ) (aﻻ ﻳﺴﺎوي اﻟﻤﺘﻐﻴﺮ ) (Aﻷن اﻟﻤﺎﺗﻼب Case Sensitive ﻋﺮض آﺎﻓﺔ اﻟﻤﺘﻐﻴﺮات اﻟﻤﺴﺘﺨﺪﻣﺔ ﻓﻲ ﻧﺎﻓﺬة اﻷواﻣﺮ ﻋﺮض ﻣﻔﺼﻞ ﻟﻜﺎﻓﺔ اﻟﻤﺘﻐﻴﺮات اﻟﻤﺴﺘﺨﺪﻣﺔ ﻓﻲ ﻧﺎﻓﺬة اﻷواﻣﺮ ﻣﻊ ﻋﺮض اﻟﺤﺠﻢ وﻣﻘﺪار اﻟﺬاآﺮة اﻟﻤﺤﺠﻮزة ﺑﺎﻟﺒﺎﻳﺖ وﻧﻮع اﻟﻤﺘﻐﻴﺮ Dr. Khalid A. Al-Hindi Introduction to Matlab ﻣﻘﺪﻣﺔ ﻓﻲ اﻟﺒﺮﻣﺠﺔ ﺑﺎﻟﻤﺎﺗﻼب ﻣﻠﺨﺺ أواﻣﺮ اﻟﻔﺼﻞ اﻟﺨﺎﻣﺲ )اﻟﻤﺘﺠﻬﺎت( )Matlab Examples in Chapter 5 (Vectors اﻟﻤﻮﺿﻮع اﻟﻔﺮﻋﻲ اﻟﻤﻮﺿﻮع اﻟﺮﺋﻴﺴﻲ اﻟﻤﺘﺠﻪ اﻟﺼﻔﻲ Row Vector ﺗﻨﻔﻴﺬ اﻟﻤﺜﺎل ﻓﻲ اﻟﻤﺎﺗﻼب ]>>ِِA=[1 2 3 4 5 ﻃﺮﻳﻘﺔ أﺧﺮى ﻹﻧﺸﺎء اﻟﻤﺘﺠﻪ اﻟﺼﻔﻲ Second Method إﻧﺸﺎء ﻣﺘﺠﻪ ﺻﻔﻲ Row Vector إﻧﺸﺎء ﻣﺘﺠﻪ Vector Definition ]>>ِِA=[1:5 ]>>ِِD=[2 4 6 8 10 اﻟﻄﺮﻳﻘﺔ أﺧﺮى ﻹﻧﺸﺎء اﻟﻤﺘﺠﻪ اﻟﺼﻔﻲ Second Method اﻟﻌﻤﻠﻴﺎت ﻋﻠﻰ اﻟﻤﺘﺠﻬﺎت Operations on Vectors ]>>ِِD=[2:2:10 اﻟﻤﺘﺠﻪ اﻟﻌﻤﻮدي Column Vector ]>>ِِC=[1;2;3;4;5 إﺿﺎﻓﺔ ﻋﻨﺼﺮ ﺟﺪﻳﺪ ﻟﻠﻤﺘﺠﻪ Element Adding ]>>ِِA=[1;3;5;7;8 >>ِِA(6)=100 إﺿﺎﻓﺔ ﻋﻨﺼﺮ ﺟﺪﻳﺪ ﻟﻠﻤﺘﺠﻪ Element Adding >>ِِA(8)=150 ﺣﺬف ﻋﻨﺼﺮ ﻣﻦ ﻣﺘﺠﻪ Element Deletion اﺳﺘﺒﺪال ﻗﻴﻤﺔ ﻋﻨﺼﺮ ﻓﻲ ﻣﺘﺠﻪ Element Replacing ﻗﻴﻤﺔ اﻟﻌﻨﺼﺮ اﻷآﺒﺮ ﻟﻤﺘﺠﻪ Maximum Value ﻗﻴﻤﺔ اﻟﻌﻨﺼﺮ اﻷﺻﻐﺮ ﻟﻤﺘﺠﻪ Minimum Value ﻃﻮل اﻟﻤﺘﺠﻪ Vector Length ﻣﻘﻴﺎس اﻟﻤﺘﺠﻪ Vector Norm ﻣﺜﺎل ﺁﺧﺮ ﻟﻤﻘﻴﺎس اﻟﻤﺘﺠﻪ Vector Norm ﺿﺮب اﻟﻤﺘﺠﻬﺎت Vector Product اﻟﻀﺮب اﻟﻤﺘﺠﻪ Dot Product ]>>ِِB=[1;3;5;7;9 ][=)>>ِِB(5 ]>>ِِB=[1;3;5;7;9 >>ِِB(3)=20 ]>>A=[7;8;3;4;5 )>>ِِmax(A )>>ِِmin(A ]>>A=[1 7 9 8 6 )>>length(A ]>>x=[1 2 3 )>>norm(x,1 )>>norm(x )>>norm(x,2 )>>norm(x,inf ]>>a=[-10 -5 3 )>>norm(x,1 )>>norm(x,inf ]>>A=[1 2 3 ]>>B=[4 5 6 )>>dot(A,B اﻟﻀﺮب اﻟﻤﺘﺠﻪ Cross Product اﻋﺪاد د /ﺧﺎﻟﺪ ﻋﺒﺪ اﻟﺤﻤﻴﺪ اﻟﻬﻨﺪي )>>cross(A,B 7 ﺷﺮح اﻟﻤﺜﺎل إﻧﺸﺎء ﻣﺘﺠﻪ ﺻﻔﻲ ﻣﻦ ﺧﻤﺴﺔ ﻋﻨﺎﺻﺮ ﺑﻄﺮﻳﻘﺔ اﻟﻔﺮاﻏﺎت ﺑﻴﻦ اﻟﻌﻨﺎﺻﺮ إﻧﺸﺎء ﻧﻔﺲ اﻟﻤﺘﺠﻪ اﻟﺴﺎﺑﻖ ﺑﺎﺳﺘﺨﺪام اﻷﻣﺮ ) (:واﻟﺬي ﻳﻌﻨﻲ آﺎﻓﺔ اﻟﻌﻨﺎﺻﺮ ﻣﻦ ) (1إﻟﻰ ) (5ﺑﺰﻳﺎدة واﺣﺪ ﻋﻦ اﻟﺴﺎﺑﻖ إﻧﺸﺎء ﻣﺘﺠﻪ ﺻﻔﻲ ﻣﻦ ﺧﻤﺴﺔ ﻋﻨﺎﺻﺮ إﻧﺸﺎء ﻧﻔﺲ اﻟﻤﺘﺠﻪ اﻟﺴﺎﺑﻖ ﺑﺎﺳﺘﺨﺪام اﻷﻣﺮ ) (:واﻟﺬي ﻳﻌﻨﻲ آﺎﻓﺔ اﻟﻌﻨﺎﺻﺮ ﻣﻦ ) (2إﻟﻰ ) (10ﺑﺰﻳﺎدة ) (2ﻋﻦ اﻟﺴﺎﺑﻖ إﻧﺸﺎء ﻣﺘﺠﻪ ﻋﻤﻮدي ﻣﻦ ﺧﻤﺴﺔ ﻋﻨﺎﺻﺮ ﺑﺎﺳﺘﺨﺪام اﻷﻣﺮ );( واﻟﺬي ﻳﻌﻨﻲ ﻧﻬﺎﻳﺔ اﻟﺼﻒ ﻓﻲ اﻟﻤﺘﻐﻴﺮ )(C إﻧﺸﺎء ﻣﺘﺠﻪ ﻋﻤﻮدي ) (Aوﻣﻦ ﺛﻢ إﺿﺎﻓﺔ ﻋﻨﺼﺮ ﺳﺎدس ﺑﻘﻴﻤﺔ )(100 إﺿﺎﻓﺔ ﻋﻨﺼﺮ ﺛﺎﻣﻦ ﻟﻠﻤﺘﺠﻪ ) (Aﺑﻘﻴﻤﺔ ) (150وﻳﻼﺣﻆ ﺑﻌﺪ اﻟﺘﻨﻔﻴﺬ أن اﻟﻤﺎﺗﻼب أﺿﺎف ﺁﻟﻴﺎ اﻟﻘﻴﻤﺔ ﺻﻔﺮ ﻟﻠﻌﻨﺼﺮ اﻟﺴﺎﺑﻊ إﻧﺸﺎء ﻣﺘﺠﻪ ﻋﻤﻮدي ) (Bوﻣﻦ ﺛﻢ ﺣﺬف اﻟﻌﻨﺼﺮ اﻟﺨﺎﻣﺲ ﻓﻘﻂ إﻧﺸﺎء ﻣﺘﺠﻪ ﻋﻤﻮدي ) (Bوﻣﻦ ﺛﻢ ﺗﻐﻴﻴﺮ ﻗﻴﻤﺔ اﻟﻌﻨﺼﺮ اﻟﺜﺎﻟﺚ إﻟﻰ اﻟﻘﻴﻤﺔ )(20 إﻧﺸﺎء ﻣﺘﺠﻪ ﻋﻤﻮدي ) (Aوﻣﻦ ﺛﻢ إﻳﺠﺎد ﻗﻴﻤﺔ اﻟﻌﻨﺼﺮ اﻷآﺒﺮ ﻓﻴﻪ إﻳﺠﺎد ﻗﻴﻤﺔ اﻟﻌﻨﺼﺮ اﻷﺻﻐﺮ ﻟﻠﻤﺘﺠﻪ )(A إﻧﺸﺎء ﻣﺘﺠﻪ ﺻﻔﻲ ) (Aوﻣﻦ ﺛﻢ إﻳﺠﺎد ﻃﻮﻟﻪ وﻳﺴﺎوي ﻋﺪد اﻟﻌﻨﺎﺻﺮ ﻓﻴﻪ إﻧﺸﺎء ﻣﺘﺠﻪ ﺻﻔﻲ ) (xوﻣﻦ ﺛﻢ إﻳﺠﺎد ﻣﻘﺎﻳﻴﺴﻪ اﻷول واﻟﺜﺎﻧﻲ )ﺑﻄﺮﻳﻘﺘﻴﻦ( وأﺧﻴﺮا اﻟﻤﻘﻴﺎس اﻟﻼﻧﻬﺎﺋﻲ إﻧﺸﺎء ﻣﺘﺠﻪ ﺻﻔﻲ ) (aوﻣﻦ ﺛﻢ إﻳﺠﺎد ﻣﻘﺎﻳﻴﺴﻪ اﻷول واﻟﻼﻧﻬﺎﺋﻲ إﻧﺸﺎء ﻣﺘﺠﻬﻴﻦ ﺻﻔﻴﻴﻦ ) (Aو ) (Bوﻣﻦ ﺛﻢ إﻳﺠﺎد ﻗﻴﻤﺔ اﻟﻀﺮب ) (dotﺑﻴﻨﻬﻤﺎ إﻳﺠﺎد ﻗﻴﻤﺔ اﻟﻀﺮب ﻣﻦ ﻧﻮع )(cross ﻟﻠﻤﺘﺠﻬﻴﻦ ) (Aو )(B Dr. Khalid A. Al-Hindi Introduction to Matlab ﻣﻘﺪﻣﺔ ﻓﻲ اﻟﺒﺮﻣﺠﺔ ﺑﺎﻟﻤﺎﺗﻼب ﻣﻠﺨﺺ أواﻣﺮ اﻟﻔﺼﻞ اﻟﺴﺎدس )اﻟﻤﺼﻔﻮﻓﺎت( )Matlab Examples in Chapter 6 (Matrices اﻟﻤﻮﺿﻮع اﻟﺮﺋﻴﺴﻲ إﻧﺸﺎء ﻣﺼﻔﻮﻓﺔ Matrix Definition اﻟﻤﺼﻔﻮﻓﺎت اﻟﺨﺎﺻﺔ Special Matrices اﻟﻤﻮﺿﻮع اﻟﻔﺮﻋﻲ ﺗﻨﻔﻴﺬ اﻟﻤﺜﺎل ﻓﻲ اﻟﻤﺎﺗﻼب اﻟﻄﺮﻳﻘﺔ اﻷوﻟﻰ First Method ]>>ِِA=[1 2;4 5;7 6 اﻟﻄﺮﻳﻘﺔ اﻟﺜﺎﻧﻴﺔ Second Method اﻟﻤﺼﻔﻮﻓﺔ اﻟﺼﻔﺮﻳﺔ اﻟﻤﺮﺑﻌﺔ Square Zeros Matrix اﻟﻤﺼﻔﻮﻓﺔ اﻟﺼﻔﺮﻳﺔ اﻟﻤﺴﺘﻄﻴﻠﺔ Rectangular Zeros Matrix ﻣﺼﻔﻮﻓﺔ اﻟﻮاﺣﺪ اﻟﻤﺮﺑﻌﺔ Square Ones Matrix ﻣﺼﻔﻮﻓﺔ اﻟﻮاﺣﺪ اﻟﻤﺴﺘﻄﻴﻠﺔ Rectangular Ones Matrix ﻣﺼﻔﻮﻓﺔ اﻟﻮﺣﺪة اﻟﻤﺮﺑﻌﺔ Square Identity Matrix ﻣﺼﻔﻮﻓﺔ اﻟﻮﺣﺪة اﻟﻤﺴﺘﻄﻴﻠﺔ Rectangular 1’s Diagonal Matrix اﻟﻤﺼﻔﻮﻓﺔ اﻟﻌﺸﻮاﺋﻴﺔ اﻟﻤﺮﺑﻌﺔ Square Random Matrix اﻟﻤﺼﻔﻮﻓﺔ اﻟﻌﺸﻮاﺋﻴﺔ اﻟﻤﺴﺘﻄﻴﻠﺔ Rectangular Random Matrix ﺗﻌﺮﻳﻒ ﻣﺼﻔﻮﻓﺔ آﻤﺜﺎل اﻟﻌﻤﻠﻴﺎت ﻋﻠﻰ ﻣﺼﻔﻮﻓﺔ واﺣﺪة Operations on a Single Matrix ﻗﻠﺐ اﻷﻋﻤﺪة آﺼﻔﻮف Matrix Transpose ﺟﻤﻊ أﻋﻤﺪة اﻟﻤﺼﻔﻮﻓﺔ Matrix Sum اﺳﺘﺨﻼص ﻋﻨﺎﺻﺮ ﻗﻄﺮ اﻟﻤﺼﻔﻮﻓﺔ Matrix Diagonal Elements ﺟﻤﻊ ﻋﻨﺎﺻﺮ ﻗﻄﺮ اﻟﻤﺼﻔﻮﻓﺔ Sum Matrix Diagonal Elements أﻳﺠﺎد ﻣﻌﻜﻮس اﻟﻤﺼﻔﻮﻓﺔ اﻟﻤﺮﺑﻌﺔ Square Matrix Inversion أﻳﺠﺎد درﺟﺔ اﻟﻤﺼﻔﻮﻓﺔ Matrix Rank أﻳﺠﺎد ﻣﺤﺪد اﻟﻤﺼﻔﻮﻓﺔ اﻟﻤﺮﺑﻌﺔ Square Matrix Determinate اﻋﺪاد د /ﺧﺎﻟﺪ ﻋﺒﺪ اﻟﺤﻤﻴﺪ اﻟﻬﻨﺪي ]>>ِِA=[1,2;4,5;7,6 )>>o=zeros(3 )>>B=zeros(3,2 )>>A=ones(3 )>>I=ones(4,2 )>>I=eye(2 )>>Y=eye(3,4 ﻹﻧﺸﺎء ﻣﺼﻔﻮﻓﺔ اﻟﻮﺣﺪة اﻟﻤﺴﺘﻄﻴﻠﺔ )(Y ﺑﺤﺠﻢ 3ﺻﻒ ﻓﻲ 4أﻋﻤﺪة )>>I=rand(5 ﻹﻧﺸﺎء اﻟﻤﺼﻔﻮﻓﺔ اﻟﻌﺸﻮاﺋﻴﺔ اﻟﻤﺮﺑﻌﺔ )(I ﺑﺤﺠﻢ 5×5 )>>I=rand(3,2 >>ِِB=[1 -5 3;6 10 ]-9; 11 8 4 ’>>ِِB )>>sum(ِِB )>>diag(ِِB ))>>sum(diag(ِِB )>>inv(ِِB )>>rank(ِِB )>>det(ِِB 8 ﺷﺮح اﻟﻤﺜﺎل ﻹﻧﺸﺎء اﻟﻤﺼﻔﻮﻓﺔ ) (Aﺑﺤﺠﻢ 2ﺻﻒ ﻓﻲ 3أﻋﻤﺪة ﺑﻄﺮﻳﻘﺔ اﻟﻔﺮاﻏﺎت ﺑﻴﻦ ﻋﻨﺎﺻﺮ اﻟﺼﻒ اﻟﻮاﺣﺪ ﻹﻧﺸﺎء اﻟﻤﺼﻔﻮﻓﺔ ) (Aﺑﺤﺠﻢ 2ﺻﻒ ﻓﻲ 3أﻋﻤﺪة ﺑﻄﺮﻳﻘﺔ اﻟﻔﻮاﺻﻞ ﺑﻴﻦ ﻋﻨﺎﺻﺮ اﻟﺼﻒ اﻟﻮاﺣﺪ ﻹﻧﺸﺎء اﻟﻤﺼﻔﻮﻓﺔ اﻟﻤﺮﺑﻌﺔ ) (oذات ﻋﻨﺎﺻﺮ اﻷﺻﻔﺎر ﺑﺤﺠﻢ 3×3 ﻹﻧﺸﺎء اﻟﻤﺼﻔﻮﻓﺔ اﻟﻤﺴﺘﻄﻴﻠﺔ ) (Bذات اﻷﺻﻔﺎر ﺑﺤﺠﻢ 3ﺻﻒ ﻓﻲ 2أﻋﻤﺪة ﻹﻧﺸﺎء اﻟﻤﺼﻔﻮﻓﺔ اﻟﻤﺮﺑﻌﺔ ) (Aذات اﻟﻌﻨﺎﺻﺮ واﺣﺪ ﺑﺤﺠﻢ 3×3 ﻹﻧﺸﺎء اﻟﻤﺼﻔﻮﻓﺔ اﻟﻤﺴﺘﻄﻴﻠﺔ ) (Iذات اﻟﻌﻨﺎﺻﺮ واﺣﺪ ﺑﺤﺠﻢ 4ﺻﻒ ﻓﻲ 2أﻋﻤﺪة ﻹﻧﺸﺎء ﻣﺼﻔﻮﻓﺔ اﻟﻮﺣﺪة اﻟﻤﺮﺑﻌﺔ ) (Iﺑﺤﺠﻢ 2×2 ﻹﻧﺸﺎء اﻟﻤﺼﻔﻮﻓﺔ اﻟﻌﺸﻮاﺋﻴﺔ اﻟﻤﺴﺘﻄﻴﻠﺔ )(I ﺑﺤﺠﻢ 3ﺻﻒ ﻓﻲ 2أﻋﻤﺪة ﻹﻧﺸﺎء اﻟﻤﺼﻔﻮﻓﺔ ) (Bﺑﺤﺠﻢ 3ﺻﻒ ﻓﻲ 3أﻋﻤﺪة ﻗﻠﺐ اﻷﻋﻤﺪة آﺼﻔﻮف واﻟﺼﻔﻮف آﺄﻋﻤﺪة ﻟﻠﻤﺼﻔﻮﻓﺔ )(B ﺟﻤﻊ أﻋﻤﺪة اﻟﻤﺼﻔﻮﻓﺔ )(B اﺳﺘﺨﻼص ﻋﻨﺎﺻﺮ ﻗﻄﺮ اﻟﻤﺼﻔﻮﻓﺔ )(B ﺟﻤﻊ ﻋﻨﺎﺻﺮ ﻗﻄﺮ اﻟﻤﺼﻔﻮﻓﺔ )(B إﻳﺠﺎد اﻟﻤﻌﻜﻮس ﻟﻠﻤﺼﻔﻮﻓﺔ اﻟﻤﺮﺑﻌﺔ )(B إﻳﺠﺎد درﺟﺔ اﻟﻤﺼﻔﻮﻓﺔ )(B إﻳﺠﺎد اﻟﻤﺤﺪد ﻟﻠﻤﺼﻔﻮﻓﺔ اﻟﻤﺮﺑﻌﺔ )(B Dr. Khalid A. Al-Hindi Introduction to Matlab ﻣﻘﺪﻣﺔ ﻓﻲ اﻟﺒﺮﻣﺠﺔ ﺑﺎﻟﻤﺎﺗﻼب ﺗﺎﺑﻊ ﻣﻠﺨﺺ أواﻣﺮ اﻟﻔﺼﻞ اﻟﺴﺎدس )اﻟﻤﺼﻔﻮﻓﺎت( اﻟﻤﻮﺿﻮع اﻟﺮﺋﻴﺴﻲ ﺗﺎﺑﻊ اﻟﻌﻤﻠﻴﺎت ﻋﻠﻰ ﻣﺼﻔﻮﻓﺔ واﺣﺪة Operations on a Single Matrix اﻟﻤﻮﺿﻮع اﻟﻔﺮﻋﻲ أﻳﺠﺎد اﻟﻘﻴﻢ اﻟﺬاﺗﻴﺔ ﻟﻤﺼﻔﻮﻓﺔ ﻣﺮﺑﻌﺔ Eigenvalues of Square Matrix أﻳﺠﺎد اﻟﻘﻴﻢ واﻟﻤﺘﺠﻬﺎت اﻟﺬاﺗﻴﺔ ﻟﻤﺼﻔﻮﻓﺔ ﻣﺮﺑﻌﺔ Eigenvalues and Eigenvectors اﺧﺘﻴﺎر ﺻﻒ ﻣﺤﺪد ﻣﻦ ﻣﺼﻔﻮﻓﺔ Matrix Row Selection اﺧﺘﻴﺎر ﻋﻤﻮد ﻣﺤﺪد ﻣﻦ ﻣﺼﻔﻮﻓﺔ Matrix Column Selection اﺧﺘﻴﺎر اﻟﺼﻒ اﻷﺧﻴﺮ ﻣﻦ ﻣﺼﻔﻮﻓﺔ Matrix Last Row Selection اﺧﺘﻴﺎر اﻟﻌﻤﻮد اﻷﺧﻴﺮ ﻣﻦ ﻣﺼﻔﻮﻓﺔ Matrix Last Column Selection )>>eig(ِِB إﻳﺠﺎد اﻟﻘﻴﻢ اﻟﺬاﺗﻴﺔ ﻟﻠﻤﺼﻔﻮﻓﺔ اﻟﻤﺮﺑﻌﺔ )(B )>>[V,D] = eig(ِِB إﻳﺠﺎد اﻟﻘﻴﻢ اﻟﺬاﺗﻴﺔ ) (Vواﻟﻤﺘﺠﻬﺎت اﻟﺬاﺗﻴﺔ ) (Dﻟﻠﻤﺼﻔﻮﻓﺔ اﻟﻤﺮﺑﻌﺔ )(B )>>ِِB(:,2 اﺧﺘﻴﺎر اﻟﺼﻒ اﻟﺜﺎﻧﻲ ﻓﻘﻂ ﻣﻦ اﻟﻤﺼﻔﻮﻓﺔ )(B اﺧﺘﻴﺎر اﻟﻌﻤﻮد اﻟﺜﺎﻧﻲ ﻓﻘﻂ ﻣﻦ اﻟﻤﺼﻔﻮﻓﺔ )(B اﺧﺘﻴﺎر اﻟﺼﻒ اﻷﺧﻴﺮ ﻓﻘﻂ ﻣﻦ اﻟﻤﺼﻔﻮﻓﺔ )(B )>>ِِB(:,end اﺧﺘﻴﺎر اﻟﻌﻤﻮد اﻷﺧﻴﺮ ﻓﻘﻂ ﻣﻦ اﻟﻤﺼﻔﻮﻓﺔ )(B )>>ِِB(2,: )>>ِِB(end,: اﺧﺘﻴﺎر ﻣﺼﻔﻮﻓﺔ ﺟﺰﺋﻴﺔ ﻣﻦ ﻣﺼﻔﻮﻓﺔ Submatrix Selection )>>ِِB(1:2,2 اﺧﺘﻴﺎر ﻣﺼﻔﻮﻓﺔ ﺟﺰﺋﻴﺔ ﻣﻦ ﻣﺼﻔﻮﻓﺔ Submatrix Selection )>>ِِB(1:2,1:2 اﺧﺘﻴﺎر ﻣﺼﻔﻮﻓﺔ ﺟﺰﺋﻴﺔ ﻣﻦ ﻣﺼﻔﻮﻓﺔ Submatrix Selection )>>ِِB(3,2:3 ﺗﻌﺮﻳﻒ ﻣﺠﻤﻮﻋﺔ ﻣﺼﻔﻮﻓﺎت اﻟﻌﻤﻠﻴﺎت ﻋﻠﻰ أآﺜﺮ ﻣﻦ ﻣﺼﻔﻮﻓﺔ واﺣﺪة Operations on Matrices ﺟﻤﻊ ﻣﺼﻔﻮﻓﺘﻴﻦ Matrix Addition ﻃﺮح ﻣﺼﻔﻮﻓﺘﻴﻦ Matrix Subtraction ﺿﺮب ﻣﺼﻔﻮﻓﺘﻴﻦ Matrix Multiplication ﻗﺴﻤﺔ ﻣﺼﻔﻮﻓﺔ ﻋﻠﻰ ﻋﺪد Matrix Multiplication ﺣﻞ ﻣﻨﻈﻮﻣﺔ ﻣﻌﺎدﻻت ﺧﻄﻴﺔ إﻧﺸﺎء اﻟﻤﻌﺎدﻻت وﺣﻠﻬﺎ Building and Solving the System Solving a System of Linear Equations ﺗﻨﻔﻴﺬ اﻟﻤﺜﺎل ﻓﻲ اﻟﻤﺎﺗﻼب اﻋﺪاد د /ﺧﺎﻟﺪ ﻋﺒﺪ اﻟﺤﻤﻴﺪ اﻟﻬﻨﺪي ﺷﺮح اﻟﻤﺜﺎل اﺧﺘﻴﺎر اﻟﻌﻨﺎﺻﺮ اﻟﻤﺘﻘﺎﻃﻌﺔ ﻣﺎ ﺑﻴﻦ اﻟﺼﻔﻴﻦ اﻷول واﻟﺜﺎﻧﻲ ﻣﻊ ﻋﻨﺎﺻﺮ اﻟﻌﻤﻮد اﻟﺜﺎﻧﻲ ﻣﻦ اﻟﻤﺼﻔﻮﻓﺔ )(B اﺧﺘﻴﺎر اﻟﻌﻨﺎﺻﺮ اﻟﻤﺘﻘﺎﻃﻌﺔ ﻣﺎ ﺑﻴﻦ اﻟﺼﻔﻴﻦ اﻷول واﻟﺜﺎﻧﻲ ﻣﻊ ﻋﻨﺎﺻﺮ اﻟﻌﻤﻮدﻳﻦ اﻷول واﻟﺜﺎﻧﻲ ﻣﻦ اﻟﻤﺼﻔﻮﻓﺔ )(B اﺧﺘﻴﺎر اﻟﻌﻨﺎﺻﺮ اﻟﻤﺘﻘﺎﻃﻌﺔ ﻓﻲ اﻟﺼﻒ اﻟﺜﺎﻟﺚ ﻣﻊ ﻋﻨﺎﺻﺮ اﻟﻌﻤﻮدﻳﻦ اﻟﺜﺎﻧﻲ واﻟﺜﺎﻟﺚ ﻣﻦ اﻟﻤﺼﻔﻮﻓﺔ )(B ;]>>ِِA=[3 4 6;5 1 8 ;]>>ِِB=[7 9 4;8 1 1 ;]>>ِِC=[1;3;4 إﻧﺸﺎء ﺛﻼث ﻣﺼﻔﻮﻓﺎت ﻟﻐﺮض ﺗﻄﺒﻴﻖ اﻷﻣﺜﻠﺔ اﻟﺘﺎﻟﻴﺔ >>A+ِِB ﻋﻤﻠﻴﺔ ﺟﻤﻊ اﻟﻤﺼﻔﻮﻓﺘﻴﻦ ) (Aو )(B >>A-ِِB ﻋﻤﻠﻴﺔ ﻃﺮح اﻟﻤﺼﻔﻮﻓﺘﻴﻦ ) (Aو )(B >>A*ِC ﻋﻤﻠﻴﺔ ﺿﺮب اﻟﻤﺼﻔﻮﻓﺘﻴﻦ ) (Aو )(C >>A/3 ﻋﻤﻠﻴﺔ ﻗﺴﻤﺔ اﻟﻤﺼﻔﻮﻓﺔ ) (Aﻋﻠﻰ ﻋﺪد >>ِِA=[1 -1 1;1 2 ]2;3 0 1 ]>>ِِb=[5;10;1 >>ِِx=inv(A)*b >>ِِA*x اﻟﺘﺄآﺪ ﻣﻦ اﻟﺤﻞ 9 ﻗﻢ ﺑﺘﻄﺒﻴﻖ اﻷواﻣﺮ اﻟﻤﻮﺿﺤﺔ وذﻟﻚ ﻟﺤﻞ ﻣﻨﻈﻮﻣﺔ اﻟﻤﻌﺎدﻻت اﻟﺨﻄﻴﺔ اﻟﺘﺎﻟﻴﺔ : x-y+z=5 x+2y+2z=10 3x+z=1 ﻧﺎﺗﺞ ﻋﻤﻠﻴﺔ اﻟﻀﺮب ) (A*xﻳﺠﺐ أن ﻳﺴﺎوي اﻟﻤﺼﻔﻮﻓﺔ )(b Dr. Khalid A. Al-Hindi Introduction to Matlab ﻣﻘﺪﻣﺔ ﻓﻲ اﻟﺒﺮﻣﺠﺔ ﺑﺎﻟﻤﺎﺗﻼب ﻣﻠﺨﺺ أواﻣﺮ اﻟﻔﺼﻞ اﻟﺴﺎﺑﻊ )اﻟﺮﺳﻢ ﺛﻨﺎﺋﻲ اﻷﺑﻌﺎد( )Matlab Examples in Chapter 7 (Introduction to 2D Plots اﻟﻤﻮﺿﻮع اﻟﺮﺋﻴﺴﻲ ﻣﻘﺪﻣﺔ ﻓﻲ اﻟﺮﺳﻢ ﺛﻨﺎﺋﻲ اﻷﺑﻌﺎد Introduction to 2D Plots اﻟﻤﻮﺿﻮع اﻟﻔﺮﻋﻲ إﻧﺸﺎء ﻣﺘﺠﻪ Defining a Vector ﺗﻨﻔﻴﺬ اﻟﻤﺜﺎل ﻓﻲ اﻟﻤﺎﺗﻼب )>>ِِx=linspace(5,20,10 اﻟﺮﺳﻢ ﺛﻨﺎﺋﻲ اﻷﺑﻌﺎد 2D Plot ;)>>ِِx=linspace(0,10,100 ;)>>y=sin(x )>>plot(x,y إﻧﺸﺎء ﻣﺘﺠﻪ Defining a Vector ;)>>ِِx=linspace(0,1,100 ;)>>y=exp(-x).*cos(6*pi*x )>>plot(x,y )’>>plot(x,y,’r ﺗﻐﻴﻴﺮ ﻟﻮن ﺧﻂ اﻟﺮﺳﻢ Line Color )’>>plot(x,y,’g إﺿﺎﻓﺔ ﻋﻼﻣﺔ ﻟﺨﻂ اﻟﺮﺳﻢ Line Mark ﺗﻐﻴﻴﺮ ﻧﻮع ﺧﻂ اﻟﺮﺳﻢ Line Style إﺿﺎﻓﺔ ﺧﺼﺎﺋﺺ إﻟﻰ اﻟﺮﺳﻮﻣﺎت Setting 2D Plot Properties )’*’>>plot(x,y, )’>>plot(x,y,’: دﻣﺞ ﻣﺠﻤﻮﻋﺔ ﺧﺼﺎﺋﺺ ﻟﺨﻂ اﻟﺮﺳﻢ إﺿﺎﻓﺔ ﺷﺒﻜﺔ ﻟﻠﺮﺳﻢ Adding Grid to Plot إزاﻟﺔ ﺷﺒﻜﺔ اﻟﺮﺳﻢ Removing Grid إﺿﺎﻓﺔ ﺗﺴﻤﻴﺔ ﻟﻤﺤﻮر اﻟﺴﻴﻨﺎت Adding Label to x-axis إﺿﺎﻓﺔ ﺗﺴﻤﻴﺔ ﻟﻤﺤﻮر اﻟﺼﺎدات Adding Label to y-axis إﺿﺎﻓﺔ ﻋﻨﻮان ﻟﻠﺮﺳﻢ Adding Title to Plot إﺿﺎﻓﺔ ﻧﺺ ﻟﻠﺮﺳﻢ Adding Text to Plot إﺿﺎﻓﺔ دﻟﻴﻞ ﻟﻤﻨﺤﻨﻴﺎت اﻟﺮﺳﻢ Adding Legend to Plot اﻋﺪاد د /ﺧﺎﻟﺪ ﻋﺒﺪ اﻟﺤﻤﻴﺪ اﻟﻬﻨﺪي )’>>plot(x,y,’g+ >>grid on >>grid off )’>>xlabel(’x )’>>ylabel(’y )’>>title(’graph )’>>text(0.35,0.6,’plot )’>>legend(‘X-Y Relation 10 ﺷﺮح اﻟﻤﺜﺎل ﻹﻧﺸﺎء اﻟﻤﺘﺠﻪ ) (xواﻟﺬي ﻳﺘﻜﻮن ﻣﻦ 10ﻗﻴﻢ ﺿﻤﻦ اﻟﻔﺘﺮة ﻣﻦ 5إﻟﻰ 20 وﺗﻜﻮن اﻟﻘﻴﻢ ﻣﻮزﻋﺔ ﺑﺎﻟﺘﺴﺎوي ﻹﻧﺸﺎء اﻟﻤﺘﺠﻪ ) (xواﻟﺬي ﻳﺘﻜﻮن ﻣﻦ 100ﻗﻴﻤﺔ ﺿﻤﻦ اﻟﻔﺘﺮة ﻣﻦ 0إﻟﻰ 10وﺗﻜﻮن اﻟﻘﻴﻢ ﻣﻮزﻋﺔ ﺑﺎﻟﺘﺴﺎوي وﻣﻦ ﺛﻢ إﻧﺸﺎء داﻟﺔ ) (sinوﺣﻔﻈﻬﺎ ﻓﻲ اﻟﻤﺘﻐﻴﺮ ) (yوﻣﻦ ﺛﻢ رﺳﻢ اﻟﺪاﻟﺔ ﻹﻧﺸﺎء اﻟﻤﺘﺠﻬﻴﻦ ) (xو ) (yوﻣﻦ ﺛﻢ رﺳﻢ اﻟﺪاﻟﺔ ﺗﻤﺎﻣﺎ آﻤﺎ ﻓﻲ اﻟﺨﻄﻮة اﻟﺴﺎﺑﻘﺔ ﺗﻐﻴﻴﺮ ﻟﻮن ﺧﻂ اﻟﺮﺳﻢ إﻟﻰ اﻟﻠﻮن اﻷﺣﻤﺮ ﺗﻐﻴﻴﺮ ﻟﻮن ﺧﻂ اﻟﺮﺳﻢ إﻟﻰ اﻟﻠﻮن اﻷﺧﻀﺮ إﺿﺎﻓﺔ ﻋﻼﻣﺔ اﻟﻨﺠﻤﺔ ﻟﺨﻂ اﻟﺮﺳﻢ ﺗﻐﻴﻴﺮ ﻧﻮع ﺧﻂ اﻟﺮﺳﻢ إﻟﻰ اﻟﻨﻮع اﻟﻤﻨﻘﻂ ﺗﻐﻴﻴﺮ ﻟﻮن ﺧﻂ اﻟﺮﺳﻢ إﻟﻰ اﻟﻠﻮن اﻷﺧﻀﺮ ﻣﻊ إﺿﺎﻓﺔ ﻋﻼﻣﺔ زاﺋﺪ ﻟﺨﻂ اﻟﺮﺳﻢ ﻳﺘﻢ إﺿﺎﻓﺔ ﺷﺒﻜﺔ ﻟﻠﺮﺳﻢ ﻟﺘﺴﻬﻴﻞ ﻋﻤﻠﻴﺔ ﻗﺮاءة اﻟﻘﻴﻢ ﻣﻦ اﻟﺮﺳﻢ ﻳﺘﻢ إزاﻟﺔ ﺷﺒﻜﺔ اﻟﺮﺳﻢ ﻳﺘﻢ إﺿﺎﻓﺔ ﺗﺴﻤﻴﺔ ﻟﻤﺤﻮر اﻟﺴﻴﻨﺎت ﺑﺎﻟﺮﻣﺰ ’‘x ﻳﺘﻢ إﺿﺎﻓﺔ ﺗﺴﻤﻴﺔ ﻟﻤﺤﻮر اﻟﺼﺎدات ﺑﺎﻟﺮﻣﺰ ’‘y ﻳﺘﻢ إﺿﺎﻓﺔ ﻋﻨﻮان ﻟﻠﺮﺳﻢ ﺑﺎﻻﺳﻢ ’‘graph ﻳﺘﻢ إﺿﺎﻓﺔ اﻟﻨﺺ ’ ‘plotﻟﻠﺮﺳﻢ وذﻟﻚ ﻓﻲ اﻟﻤﻮﻗﻊ اﻟﻤﺤﺪد ﻓﻲ اﻷﻣﺮ ﻳﺘﻢ إﺿﺎﻓﺔ دﻟﻴﻞ ﻟﻤﻨﺤﻨﻴﺎت اﻟﺮﺳﻢ وذﻟﻚ ﻓﻲ ﻳﻤﻴﻦ اﻟﺮآﻦ اﻟﻌﻠﻮي ﻟﻠﺮﺳﻢ Dr. Khalid A. Al-Hindi Introduction to Matlab ﻣﻘﺪﻣﺔ ﻓﻲ اﻟﺒﺮﻣﺠﺔ ﺑﺎﻟﻤﺎﺗﻼب ﺗﺎﺑﻊ ﻣﻠﺨﺺ أواﻣﺮ اﻟﻔﺼﻞ اﻟﺴﺎﺑﻊ )اﻟﺮﺳﻢ ﺛﻨﺎﺋﻲ اﻷﺑﻌﺎد( اﻟﻤﻮﺿﻮع اﻟﺮﺋﻴﺴﻲ اﻟﻤﻮﺿﻮع اﻟﻔﺮﻋﻲ ﺗﻨﻔﻴﺬ اﻟﻤﺜﺎل ﻓﻲ اﻟﻤﺎﺗﻼب إﻧﺸﺎء ﻣﺘﺠﻪ Defining a Vector إﻧﺸﺎء رﺳﻮﻣﺎت ﻣﻨﻔﺼﻠﺔ ﻓﻲ ﻧﺎﻓﺬة واﺣﺪة Multiple 2D Plots in a Window ;>>ِِx=0:0.1:10 >>subplot(2,2,1), ;))plot(x,sin(x ﺗﻘﺴﻴﻢ ﻧﺎﻓﺬة اﻟﺮﺳﻢ Subplots in Matlab >>subplot(2,2,2), ;))plot(x,sin(2*x >>subplot(2,2,3), ;))plot(x,cos(x >>subplot(2,2,4), ;))plot(x,exp(x اﻟﻄﺮﻳﻘﺔ اﻷوﻟﻰ First Method دﻣﺞ اﻟﺮﺳﻮم Combining 2D Plots اﻟﻄﺮﻳﻘﺔ اﻟﺜﺎﻧﻴﺔ Second Method ;>>ِِx=0:0.1:10 ;)>>y=sin(x ;)>>z=cos(x >>hold on ;)>>plot(x,y ;)’>>plot(x,z,’r >>hold off ;>>ِِx=0:0.1:10 ;)>>y=sin(x ;)>>z=cos(x ;)’>>plot(x,y,x,z,’r دﻣﺞ ﻣﺠﻤﻮﻋﺔ ﺧﺼﺎﺋﺺ ﻟﺨﻂ اﻟﺮﺳﻢ اﻟﺮﺳﻮم اﻹﺣﺼﺎﺋﻴﺔ ﻗﻄﺎﻋﺎت ﻣﻦ اﻟﺪاﺋﺮة Pie Chart Statistical Plots رﺳﻢ اﻹﺷﺎرات اﻟﻤﺘﻘﻄﻌﺔ Plotting Discrete Signals >>plot(x,y,’g+’, ;)’x,z,’: ;]>>x=[8 17 21 18 6 )>>pie(x اﻟﻤﺪرج اﻟﺘﻜﺮاري Bar Chart اﻹﺷﺎرات اﻟﻤﺘﻘﻄﻌﺔ Discrete Signals اﻋﺪاد د /ﺧﺎﻟﺪ ﻋﺒﺪ اﻟﺤﻤﻴﺪ اﻟﻬﻨﺪي )>>bar(x ;)>>ِِx=linspace(0,2*pi,60 ;)>>y=sin(x )>>stem(x,y 11 ﺷﺮح اﻟﻤﺜﺎل إﻧﺸﺎء اﻟﻤﺘﺠﻪ ) (xوذﻟﻚ ﻟﺸﺮح اﻷﻣﺜﻠﺔ اﻟﺘﺎﻟﻴﺔ ﺗﻘﺴﻴﻢ ﻧﺎﻓﺬة اﻟﺮﺳﻢ إﻟﻰ أرﺑﻊ ﻧﻮاﻓﺬ )2 ﻓﻲ (2ورﺳﻢ اﻟﺪاﻟﺔ ) (sinﻓﻲ اﻟﻨﺎﻓﺬة اﻷوﻟﻰ )ﻳﺴﺎر اﻟﺼﻒ اﻷول( ﺗﻘﺴﻴﻢ ﻧﺎﻓﺬة اﻟﺮﺳﻢ إﻟﻰ أرﺑﻊ ﻧﻮاﻓﺬ ورﺳﻢ اﻟﺪاﻟﺔ ) (sin 2xﻓﻲ اﻟﻨﺎﻓﺬة اﻟﺜﺎﻧﻴﺔ )ﻳﻤﻴﻦ اﻟﺼﻒ اﻷول( ﺗﻘﺴﻴﻢ ﻧﺎﻓﺬة اﻟﺮﺳﻢ إﻟﻰ أرﺑﻊ ﻧﻮاﻓﺬ ورﺳﻢ اﻟﺪاﻟﺔ ) (cosﻓﻲ اﻟﻨﺎﻓﺬة اﻟﺜﺎﻟﺜﺔ )ﻳﺴﺎر اﻟﺼﻒ اﻟﺜﺎﻧﻲ( ﺗﻘﺴﻴﻢ ﻧﺎﻓﺬة اﻟﺮﺳﻢ إﻟﻰ أرﺑﻊ ﻧﻮاﻓﺬ ورﺳﻢ اﻟﺪاﻟﺔ ) (expﻓﻲ اﻟﻨﺎﻓﺬة اﻟﺮاﺑﻌﺔ )ﻳﻤﻴﻦ اﻟﺼﻒ اﻟﺜﺎﻧﻲ( ﻳﺘﻢ دﻣﺞ اﻟﺮﺳﻮم ﺑﺎﺳﺘﺨﺪام اﻷﻣﺮ ) (hold onواﻟﺬي ﻳﻘﻮم ﺑﺘﺜﺒﻴﺖ ﻧﺎﻓﺬة اﻟﺮﺳﻢ وإﺿﺎﻓﺔ أي رﺳﻢ ﺟﺪﻳﺪ إﻟﻰ ﻧﻔﺲ اﻟﻨﺎﻓﺬة ،ﻟﺬا ﻗﻢ ﺑﺘﻨﻔﻴﺬ اﻷواﻣﺮ ﺣﺴﺐ اﻟﺘﺮﺗﻴﺐ اﻟﻤﻮﺿﺢ أﻳﻀﺎ ﻳﻤﻜﻦ أن ﻳﺘﻢ دﻣﺞ اﻟﺮﺳﻮم ﺑﺎﺳﺘﺨﺪام هﺬﻩ اﻟﻄﺮﻳﻘﺔ اﻟﻤﺨﺘﺼﺮة آﺬﻟﻚ ﻳﻤﻜﻦ ﻓﻲ اﻟﻤﺎﺗﻼب دﻣﺞ اﻟﺮﺳﻮم وﺗﻐﻴﻴﺮ ﺧﺼﺎﺋﺺ اﻟﺮﺳﻢ ﻟﻜﻞ ﻣﻨﺤﻨﻰ ﺑﺸﻜﻞ ﻣﺒﺎﺷﺮ إﻧﺸﺎء ﻣﺘﻐﻴﺮ ) (xوﻣﻦ ﺛﻢ رﺳﻢ اﻟﻨﺴﺐ اﻟﻤﺌﻮﻳﺔ ﻟﻌﻨﺎﺻﺮﻩ ﻋﻠﻰ ﺷﻜﻞ ﻗﻄﺎﻋﺎت ﻣﻦ اﻟﺪاﺋﺮة رﺳﻢ اﻟﻨﺴﺐ اﻟﻤﺌﻮﻳﺔ ﻟﻌﻨﺎﺻﺮ اﻟﻤﺘﻐﻴﺮ ) (xﻋﻠﻰ ﺷﻜﻞ ﻣﺪرج ﺗﻜﺮاري إﻧﺸﺎء اﻹﺷﺎرات اﻟﻤﺘﻘﻄﻌﺔ ) (xو )(y وﻣﻦ ﺛﻢ رﺳﻢ ﺗﻠﻚ اﻹﺷﺎرات Dr. Khalid A. Al-Hindi Introduction to Matlab ﻣﻘﺪﻣﺔ ﻓﻲ اﻟﺒﺮﻣﺠﺔ ﺑﺎﻟﻤﺎﺗﻼب ﺟﺪول اﻷﻟﻮان ) (Colorاﻟﻤﻌﺮﻓﺔ ﻓﻲ رﺳﻢ اﻟﻤﻨﺤﻨﻴﺎت اﻟﺮﻣﺰ اﻟﻤﺴﺘﺨﺪم اﻟﻠﻮن Color y m c r g b w k أﺻﻔﺮ yellow ﻣﺎﺟﻴﻨﺘﺎ magenta ﺳﻤﺎوي cyan أﺣﻤﺮ red أﺧﻀﺮ green أزرق blue أﺑﻴﺾ white أﺳﻮد black ﺟﺪول أﻧﻮاع اﻟﺨﻄﻮط ) (Line Styleاﻟﻤﻌﺮﻓﺔ ﻓﻲ رﺳﻢ اﻟﻤﻨﺤﻨﻴﺎت اﻟﺮﻣﺰ اﻟﻤﺴﺘﺨﺪم ﻧﻮع اﻟﺨﻂ Line Style ﻣﺘﺼﻞ solid : ﻧﻘﻂ dotted -. ﻧﻘﻄﺔ وﺷﺮﻃﺔ dash dotted -ﺷﺮﻃﺔ dashed ﺟﺪول اﻷﺷﻜﺎل اﻟﻤﻀﺎﻓﺔ ﻟﻤﻨﺤﻨﻰ اﻟﺮﺳﻢ ) (Markerاﻟﻤﻌﺮﻓﺔ ﻓﻲ رﺳﻢ اﻟﻤﻨﺤﻨﻴﺎت اﻟﺮﻣﺰ اﻟﻤﺴﺘﺨﺪم + o * . x s d ^ v > < p h اﻋﺪاد د /ﺧﺎﻟﺪ ﻋﺒﺪ اﻟﺤﻤﻴﺪ اﻟﻬﻨﺪي Description Plus sign Circle Asterisk Point Cross Square Diamond Upward-pointing triangle Downward-pointing triangle Right-pointing triangle Left-pointing triangle )Five-pointed star (pentagram )Six-pointed star (hexagram اﻟﻮﺻﻒ إﺷﺎرة زاﺋﺪ داﺋﺮة ﻧﺠﻤﺔ ﻧﻘﺎط إﺷﺎرة ﺗﻘﺎﻃﻊ ﻣﺮﺑﻊ ﻣﻌﻴﻦ ﻣﺜﻠﺚ ﻳﺸﻴﺮ ﻟﻸﻋﻠﻰ ﻣﺜﻠﺚ ﻳﺸﻴﺮ ﻟﻸﺳﻔﻞ ﻣﺜﻠﺚ ﻳﺸﻴﺮ ﻟﻠﻴﻤﻴﻦ ﻣﺜﻠﺚ ﻳﺸﻴﺮ ﻟﻠﻴﺴﺎر ﻧﺠﻤﺔ ﺧﻤﺎﺳﻴﺔ ﻧﺠﻤﺔ ﺳﺪاﺳﻴﺔ 12 Dr. Khalid A. Al-Hindi Introduction to Matlab ﻣﻘﺪﻣﺔ ﻓﻲ اﻟﺒﺮﻣﺠﺔ ﺑﺎﻟﻤﺎﺗﻼب ﻣﻠﺨﺺ أواﻣﺮ اﻟﻔﺼﻞ اﻟﺜﺎﻣﻦ )اﻟﺒﺮﻣﺠﺔ ﻓﻲ اﻟﻤﺎﺗﻼب( )Matlab Examples in Chapter 8 (Matlab Programmin اﻟﻤﻮﺿﻮع اﻟﺮﺋﻴﺴﻲ اﻟﻤﻮﺿﻮع اﻟﻔﺮﻋﻲ ﺗﻨﻔﻴﺬ اﻟﻤﺜﺎل ﻓﻲ اﻟﻤﺎﺗﻼب ﺑﺮﻧﺎﻣﺞ اﻟﺘﺤﺮﻳﺮ The Editor ﻣﻘﺪﻣﺔ ﻓﻲ اﻟﺒﺮﻣﺠﺔ Introduction to Programming >>edit ﻣﻠﻒ اﻷواﻣﺮ )The Script File (M-File ;ِx=pi/100:pi/100:10*pi ;y=sin(x)./x )plot(x,y grid on ﺗﺸﻐﻴﻞ ﻣﻠﻒ اﻷواﻣﺮ Executing the Script File >>script اﻷﻣﺮ )(For For Loop اﻷﻣﺮ )(For Nested For Loop for n=1:10 ;)x(n)=sin(pi*n/10 end x for n=1:10 for i=1:10 ;)x(n,i)=sin(pi*n/10 end end x a=1 while a<100 a=a*2 end اﻷﻣﺮ )(While While Loop أواﻣﺮ اﻟﺘﺤﻜﻢ ﻓﻲ اﻟﻤﺴﺎرات Control Flow a=2 b=3 if a<b j=-1 elseif a>b j=2 else j=3 end a=3 b=3 if a<b j=-1 elseif a>b j=2 else j=3 end اﻷﻣﺮ )(if If Condition اﻷﻣﺮ ) (ifﻣﺜﺎل ﺁﺧﺮ If Condition اﻋﺪاد د /ﺧﺎﻟﺪ ﻋﺒﺪ اﻟﺤﻤﻴﺪ اﻟﻬﻨﺪي 13 ﺷﺮح اﻟﻤﺜﺎل ﻗﻢ ﺑﻔﺘﺢ ﺑﺮﻧﺎﻣﺞ اﻟﺘﺤﺮﻳﺮ )(Editor وذﻟﻚ ﻟﻜﺘﺎﺑﺔ ﻣﻠﻒ )(M-File ﻗﻢ ﺑﻜﺘﺎﺑﺔ اﻷواﻣﺮ اﻟﻤﻮﺿﺤﺔ ﻓﻲ ﺷﺎﺷﺔ ﺑﺮﻧﺎﻣﺞ اﻟﺘﺤﺮﻳﺮ )(Editor وﺑﻌﺪ اﻻﻧﺘﻬﺎء ﻗﻢ ﺑﺤﻔﻆ اﻟﻤﻠﻒ ﺑﺎﺳﻢ )(script.m ﻗﻢ ﺑﺘﻨﻔﻴﺬ اﻟﺒﺮﻧﺎﻣﺞ )(script.m وذﻟﻚ ﺑﻜﺘﺎﺑﺔ اﺳﻢ اﻟﻤﻠﻒ ﻓﻲ ﻧﺎﻓﺬة اﻷواﻣﺮ ﻟﺒﺮﻧﺎﻣﺞ اﻟﻤﺎﺗﻼب ﻟﺘﻌﻠﻢ آﻴﻔﻴﺔ اﺳﺘﺨﺪام اﻷﻣﺮ ) (forﻗﻢ ﻗﻢ ﺑﻔﺘﺢ ﺑﺮﻧﺎﻣﺞ اﻟﺘﺤﺮﻳﺮ )(Editor ﻹﻧﺸﺎء اﻟﻤﻠﻒ )(program1.m واﻟﺬي ﻳﺤﺘﻮي ﻋﻠﻰ اﻷواﻣﺮ اﻟﻤﻮﺿﺤﺔ ﺛﻢ ﻗﻢ ﺑﺘﻨﻔﻴﺬ اﻟﺒﺮﻧﺎﻣﺞ ﻗﻢ ﺑﺈﺟﺮاء اﻟﺘﻌﺪﻳﻼت اﻟﻤﻮﺿﺤﺔ ﻋﻠﻰ ﻧﻔﺲ اﻟﺒﺮﻧﺎﻣﺞ اﻟﺴﺎﺑﻖ واﻟﻤﺴﻤﻰ ) (program1.mﺑﻮاﺳﻄﺔ ﺑﺮﻧﺎﻣﺞ اﻟﺘﺤﺮﻳﺮ ) (Editorوﻣﻦ ﺛﻢ ﻗﻢ ﺑﺘﻨﻔﻴﺬ اﻟﺒﺮﻧﺎﻣﺞ ﻟﺘﻌﻠﻢ آﻴﻔﻴﺔ اﺳﺘﺨﺪام اﻷﻣﺮ )(While ﻗﻢ ﺑﻔﺘﺢ ﺑﺮﻧﺎﻣﺞ اﻟﺘﺤﺮﻳﺮ )(Editor ﻹﻧﺸﺎء اﻟﻤﻠﻒ )(program2.m واﻟﺬي ﻳﺤﺘﻮي ﻋﻠﻰ اﻷواﻣﺮ اﻟﻤﻮﺿﺤﺔ ﺛﻢ ﻗﻢ ﺑﺘﻨﻔﻴﺬ اﻟﺒﺮﻧﺎﻣﺞ ﻟﺘﻌﻠﻢ آﻴﻔﻴﺔ اﺳﺘﺨﺪام اﻷﻣﺮ ) (ifﻗﻢ ﺑﻔﺘﺢ ﺑﺮﻧﺎﻣﺞ اﻟﺘﺤﺮﻳﺮ )(Editor ﻹﻧﺸﺎء اﻟﻤﻠﻒ )(program3.m واﻟﺬي ﻳﺤﺘﻮي ﻋﻠﻰ اﻷواﻣﺮ اﻟﻤﻮﺿﺤﺔ ﺛﻢ ﻗﻢ ﺑﺘﻨﻔﻴﺬ اﻟﺒﺮﻧﺎﻣﺞ ﻗﻢ ﺑﺈﺟﺮاء اﻟﺘﻌﺪﻳﻼت اﻟﻤﻮﺿﺤﺔ ﻋﻠﻰ ﻧﻔﺲ اﻟﺒﺮﻧﺎﻣﺞ اﻟﺴﺎﺑﻖ واﻟﻤﺴﻤﻰ ) (program3.mﺑﻮاﺳﻄﺔ ﺑﺮﻧﺎﻣﺞ اﻟﺘﺤﺮﻳﺮ ) (Editorوﻣﻦ ﺛﻢ ﻗﻢ ﺑﺘﻨﻔﻴﺬ اﻟﺒﺮﻧﺎﻣﺞ Dr. Khalid A. Al-Hindi Introduction to Matlab ﻣﻘﺪﻣﺔ ﻓﻲ اﻟﺒﺮﻣﺠﺔ ﺑﺎﻟﻤﺎﺗﻼب ﻣﻠﺨﺺ أواﻣﺮ اﻟﻔﺼﻞ اﻟﺜﺎﻣﻦ )اﻟﺒﺮﻣﺠﺔ ﻓﻲ اﻟﻤﺎﺗﻼب( )Matlab Examples in Chapter 8 (Matlab Programmin اﻟﻤﻮﺿﻮع اﻟﺮﺋﻴﺴﻲ اﻟﻤﻮﺿﻮع اﻟﻔﺮﻋﻲ ﺗﻨﻔﻴﺬ اﻟﻤﺜﺎل ﻓﻲ اﻟﻤﺎﺗﻼب ﺷﺮح اﻟﻤﺜﺎل اﻷﻣﺮ )(switch Switch Case ;)x=ceil(10*rand switch x }case{1,2 )’disp(‘probability=20% }case{3,4,5 )’disp(‘probability=30% otherwise )’disp(‘probability=50% end ﻟﺘﻌﻠﻢ آﻴﻔﻴﺔ اﺳﺘﺨﺪام اﻷﻣﺮ )(switch ﻗﻢ ﺑﻔﺘﺢ ﺑﺮﻧﺎﻣﺞ اﻟﺘﺤﺮﻳﺮ )(Editor ﻹﻧﺸﺎء اﻟﻤﻠﻒ )(program4.m واﻟﺬي ﻳﺤﺘﻮي ﻋﻠﻰ اﻷواﻣﺮ اﻟﻤﻮﺿﺤﺔ ﺛﻢ ﻗﻢ ﺑﺘﻨﻔﻴﺬ اﻟﺒﺮﻧﺎﻣﺞ أواﻣﺮ اﻟﺘﺤﻜﻢ ﻓﻲ اﻟﻤﺴﺎرات Control Flow >>for i=1:10 program4 end ﺗﺸﻐﻴﻞ ﻣﻠﻒ اﻷواﻣﺮ Executing the Script File آﺘﺎﺑﺔ داﻟﺔ Writing a Function اﺳﺘﺪﻋﺎء اﻟﺪاﻟﺔ Calling the Function اﻟﺪاﻟﺔ The Function آﺘﺎﺑﺔ داﻟﺔ أﺧﺮى Writing another Function function )[u,v]=myfunc(a,b ;u=a+b ;v=a-b )>>[u,v]=myfunc(3,7 )function y=stat(a,b if a>b )’disp(‘a is greater than b elseif a<b )’disp(‘a is less than b else )’disp(‘a is equal b end )>>stat(5,3 )>>stat(6,6 )>>stat(2,8 اﺳﺘﺪﻋﺎء اﻟﺪاﻟﺔ Calling the Function اﻋﺪاد د /ﺧﺎﻟﺪ ﻋﺒﺪ اﻟﺤﻤﻴﺪ اﻟﻬﻨﺪي 14 ﻗﻢ ﺑﺘﻨﻔﻴﺬ اﻟﺒﺮﻧﺎﻣﺞ )(program4 ﻟﻌﺪد ﻋﺸﺮ ﻣﺮات ﻣﺘﺘﺎﻟﻴﺔ وذﻟﻚ ﺑﻜﺘﺎﺑﺔ هﺬﻩ اﻷواﻣﺮ ﻓﻲ ﻧﺎﻓﺬة اﻷواﻣﺮ ﻟﺒﺮﻧﺎﻣﺞ اﻟﻤﺎﺗﻼب ﻗﻢ ﺑﻔﺘﺢ ﺑﺮﻧﺎﻣﺞ اﻟﺘﺤﺮﻳﺮ )(Editor ﻹﻧﺸﺎء ﻣﻠﻒ اﻟﺪاﻟﺔ )(myfunc.m واﻟﺬي ﻳﺤﺘﻮي ﻋﻠﻰ اﻷواﻣﺮ اﻟﻤﻮﺿﺤﺔ ﻻﺳﺘﺪﻋﺎء اﻟﺪاﻟﺔ ﻗﻢ ﺑﺘﻨﻔﻴﺬ اﻷﻣﺮ اﻟﻤﻮﺿﺢ وذﻟﻚ ﺑﻜﺘﺎﺑﺔ اﺳﻢ ﻣﻠﻒ اﻟﺪاﻟﺔ ﻓﻲ ﻧﺎﻓﺬة اﻷواﻣﺮ ﻟﺒﺮﻧﺎﻣﺞ اﻟﻤﺎﺗﻼب ﻗﻢ ﺑﻔﺘﺢ ﺑﺮﻧﺎﻣﺞ اﻟﺘﺤﺮﻳﺮ )(Editor ﻹﻧﺸﺎء اﻟﻤﻠﻒ ) (stat.mواﻟﺬي ﻳﺤﺘﻮي ﻋﻠﻰ اﻷواﻣﺮ اﻟﻤﻮﺿﺤﺔ ﻻﺳﺘﺪﻋﺎء اﻟﺪاﻟﺔ ﻗﻢ ﺑﺘﻨﻔﻴﺬ اﻷواﻣﺮ اﻟﻤﻮﺿﺤﺔ وذﻟﻚ ﺑﻜﺘﺎﺑﺔ اﺳﻢ ﻣﻠﻒ اﻟﺪاﻟﺔ ﻓﻲ ﻧﺎﻓﺬة اﻷواﻣﺮ ﻟﺒﺮﻧﺎﻣﺞ اﻟﻤﺎﺗﻼب Dr. Khalid A. Al-Hindi Introduction to Matlab ﻣﻘﺪﻣﺔ ﻓﻲ اﻟﺒﺮﻣﺠﺔ ﺑﺎﻟﻤﺎﺗﻼب اﻟﻌﻼﻗﺎت اﻟﻤﻨﻄﻘﻴﺔ ) (Logical Expressionاﻟﻤﻌﺮﻓﺔ ﻓﻲ اﻟﻤﺎﺗﻼب ﺟﺪول ﻋﻼﻗﺎت اﻟﻤﻘﺎرﻧﺔ )(Relation Operators اﻟﺮﻣﺰ اﻟﻤﺴﺘﺨﺪم == =~ < =< > => Description Equal to Not equal Less than Lese than or equal Greater than Greater than or equal وﺻﻒ اﻟﻌﻼﻗﺔ ﻳﺴﺎوي ﻻ ﻳﺴﺎوي أﻗﻞ ﻣﻦ أﻗﻞ أو ﻳﺴﺎوي أآﺒﺮ أآﺒﺮ أو ﻳﺴﺎوي ﺟﺪول اﻟﻌﻼﻗﺎت اﻟﻤﻨﻄﻘﻴﺔ )(Logical Operators اﻟﺮﻣﺰ اﻟﻤﺴﺘﺨﺪم & | ~ xor Description And or Not XOR وﺻﻒ اﻟﻌﻼﻗﺔ اﻟﻌﻼﻗﺔ "و" اﻟﻌﻼﻗﺔ "أو" اﻟﻌﻼﻗﺔ "ﻻ" اﻟﻌﻼﻗﺔ )(xor أﻣﺜﻠﺔ اﻻﺳﺘﺨﺪام ﻓﻲ اﻟﻤﺎﺗﻼب اﻟﻘﻴﻢ اﻟﺮﻳﺎﺿﻴﺔ ]x ∈ [0,5 ]x ∉ [0,5 )x ∈ [0,5 x ≠ 10 x = 10 x = 10 or x = −10 x = 10 xor x = −10 اﻋﺪاد د /ﺧﺎﻟﺪ ﻋﺒﺪ اﻟﺤﻤﻴﺪ اﻟﻬﻨﺪي ﻃﺮﻳﻘﺔ اﻟﺘﻤﺜﻴﻞ ﻓﻲ اﻟﻤﺎﺗﻼب )if (x>=0) & (x<=5 )if (x<0) & (x>5 )if (x>=0) & (x<5 )while (x~=10 )while (x==10 )while (x==10)|(x==-10 )while (x==10)xor(x==-10 15 Dr. Khalid A. Al-Hindi Introduction to Matlab ﻣﻘﺪﻣﺔ ﻓﻲ اﻟﺒﺮﻣﺠﺔ ﺑﺎﻟﻤﺎﺗﻼب أواﻣﺮ إﺿﺎﻓﻴﺔ ﻟﺒﺮﻧﺎﻣﺞ اﻟﻤﺎﺗﻼب Additional Matlab Commands )اﺳﺘﺨﺪم هﺬا اﻟﺠﺪول ﻟﺘﺴﺠﻴﻞ اﻷواﻣﺮ اﻹﺿﺎﻓﻴﺔ اﻟﺘﻲ ﺗﻌﻠﻤﺘﻬﺎ ﺧﻼل اﻟﺪورة( اﻷﻣﺮ ﻓﻲ اﻟﻤﺎﺗﻼب >>clc اﻷﻣﺮ ﻓﻲ اﻟﻤﺎﺗﻼب ﺷﺮح اﻷﻣﺮ ﺷﺮح اﻷﻣﺮ ﻣﺴﺢ ﻧﺎﻓﺬة إدﺧﺎل اﻷواﻣﺮ ﻣﺴﺢ آﺎﻓﺔ اﻟﻤﺘﻐﻴﺮات واﻟﺪوال >>clear allاﻟﻤﺴﺘﺨﺪﻣﺔ ﻓﻲ ﻧﺎﻓﺬة اﻟﻤﺘﻐﻴﺮات ﻣﻦ ذاآﺮة اﻟﺤﺎﺳﺐ اﻋﺪاد د /ﺧﺎﻟﺪ ﻋﺒﺪ اﻟﺤﻤﻴﺪ اﻟﻬﻨﺪي 16 Dr. Khalid A. Al-Hindi