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📄 rnm.hpp

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  KN_(const KN_<R> & U,const SubArray & sa)  : ShapeOfArray(U,sa),v(U.v + U.index(sa.start)) {}  KN_ operator()(const SubArray & sa) const { return KN_(*this,sa);} // sub array     R & operator[](long i) const {return v[index(i)];}  R & operator()(long i) const {return v[index(i)];}  R & operator[](int i) const {return v[index(i)];}  R & operator()(int i) const {return v[index(i)];}  R operator,(const KN_<const_R> & v) const; // dot  product    KN_& operator  =(const KN_<const_R> & u)  ;   KN_& operator +=(const KN_<const_R> & u)  ;   KN_& operator -=(const KN_<const_R> & u)  ;     KN_& operator *=(const KN_<const_R> & u)  ;   KN_& operator /=(const KN_<const_R> & u)  ;       KN_& operator = (const_R  a) ;     KN_& operator +=(const_R  a) ;   KN_& operator -=(const_R  a) ;     KN_& operator /=(const_R  a) ;   KN_& operator *=(const_R  a) ;     KN_& operator  = (R*  a) { return operator =(KN_<R>(a,n));}   KN_& operator += (R*  a) { return operator+=(KN_<R>(a,n));}     KN_& operator -= (R*  a) { return operator-=(KN_<R>(a,n));}     KN_& operator *= (R*  a) { return operator*=(KN_<R>(a,n));}     KN_& operator /= (R*  a) { return operator/=(KN_<R>(a,n));}      R min() const ;  R max() const ;  R sum() const ;  double norm() const ;  double l2() const ;  double l1() const ;  double linfty() const ;  double lp(double p) const ;    template<class T> long last(const T &) const;  template<class T> long first(const T &) const;    void map(R (*f)(R )); // apply the f fonction a all element of the array  void map(R (*f)(const  R& )); // apply the f fonction a all element of the array template<class T>   void set(R (*f)(const  T& ),KN_<T> & u); // apply the f fonction a all element of the array u     KN_& operator =(const DotStar_KN_<R> & u) ;   KN_& operator+=(const DotStar_KN_<R> & u) ;   KN_& operator-=(const DotStar_KN_<R> & u) ;   KN_& operator*=(const DotStar_KN_<R> & u) ;   KN_& operator/=(const DotStar_KN_<R> & u) ;   KN_& operator =(const DotSlash_KN_<R> & u) ;   KN_& operator+=(const DotSlash_KN_<R> & u) ;   KN_& operator-=(const DotSlash_KN_<R> & u) ;   KN_& operator*=(const DotSlash_KN_<R> & u) ;   KN_& operator/=(const DotSlash_KN_<R> & u) ;   KN_& operator =(const if_KN_<R> & u) ;   KN_& operator+=(const if_KN_<R> & u) ;   KN_& operator-=(const if_KN_<R> & u) ;   KN_& operator*=(const if_KN_<R> & u) ;   KN_& operator/=(const if_KN_<R> & u) ;   KN_& operator =(const ifnot_KN_<R> & u) ;   KN_& operator+=(const ifnot_KN_<R> & u) ;   KN_& operator-=(const ifnot_KN_<R> & u) ;   KN_& operator*=(const ifnot_KN_<R> & u) ;   KN_& operator/=(const ifnot_KN_<R> & u) ;   KN_& operator =(const Add_KN_<R> & u) ;   KN_& operator+=(const Add_KN_<R> & u) ;   KN_& operator-=(const Add_KN_<R> & u) ;   KN_& operator*=(const Add_KN_<R> & u) ;   KN_& operator/=(const Add_KN_<R> & u) ;     template<class I,class T> KN_& operator =  (const KN_ITAB<T,I> & u);   template<class I,class T> KN_& operator +=  (const KN_ITAB<T,I> & u);   template<class I,class T> KN_& operator -=  (const KN_ITAB<T,I> & u);   template<class I,class T> KN_& operator *=  (const KN_ITAB<T,I> & u);   template<class I,class T> KN_& operator /=  (const KN_ITAB<T,I> & u);   KN_ITAB< KN_<R>,const KN_<int> >  operator()(const KN_<int> &itab) ;   KN_ITAB< KN_<R>,const KN_<long> >  operator()(const KN_<long> &itab) ;   KN_ITAB<const KN_<R>,const KN_<int> > operator()(const KN_<int> &itab) const ;   KN_ITAB<const KN_<R>,const KN_<long> >  operator()(const KN_<long> &itab) const ;         KN_& operator =(const Sub_KN_<R> & u) ;   KN_& operator-=(const Sub_KN_<R> & u) ;   KN_& operator+=(const Sub_KN_<R> & u) ;   KN_& operator*=(const Sub_KN_<R> & u) ;   KN_& operator/=(const Sub_KN_<R> & u) ;     KN_& operator =(const Mulc_KN_<R> & u) ;   KN_& operator+=(const Mulc_KN_<R> & u) ;   KN_& operator-=(const Mulc_KN_<R> & u) ;   KN_& operator*=(const Mulc_KN_<R> & u) ;   KN_& operator/=(const Mulc_KN_<R> & u) ;     KN_& operator =(const Add_Mulc_KN_<R> & u) ;   KN_& operator+=(const Add_Mulc_KN_<R> & u) ;   KN_& operator-=(const Add_Mulc_KN_<R> & u) ;   KN_& operator*=(const Add_Mulc_KN_<R> & u) ;   KN_& operator/=(const Add_Mulc_KN_<R> & u) ;   KN_& operator =(const if_arth_KN_<R> & u) ;   KN_& operator+=(const if_arth_KN_<R> & u) ;   KN_& operator-=(const if_arth_KN_<R> & u) ;   KN_& operator*=(const if_arth_KN_<R> & u) ;   KN_& operator/=(const if_arth_KN_<R> & u) ;     KN_& operator =(const Mul_KNM_KN_<R> & u) ;    KN_& operator+=(const Mul_KNM_KN_<R> & u) ;    KN_& operator-=(const Mul_KNM_KN_<R> & u) ;    KN_& operator*=(const Mul_KNM_KN_<R> & u) ;    KN_& operator/=(const Mul_KNM_KN_<R> & u) ;    //  KN_& operator =(const MatriceCreuseMulKN_<R> & ) ; //  KN_& operator +=(const MatriceCreuseMulKN_<R> & ) ;   KN_& operator =(const typename VirtualMatrice<R>::plusAx & Ax)      {*this=R(); Ax.A->addMatMul(Ax.x,*this);return *this;}   KN_& operator =(const typename VirtualMatrice<R>::plusAtx & Ax)      {*this=R(); Ax.A->addMatTransMul(Ax.x,*this);return *this;}   KN_& operator +=(const typename VirtualMatrice<R>::plusAx & Ax)      {  Ax.A->addMatMul(Ax.x,*this);return *this;}   KN_& operator +=(const typename VirtualMatrice<R>::plusAtx & Ax)      {  Ax.A->addMatTransMul(Ax.x,*this);return *this;}   KN_& operator =(const typename VirtualMatrice<R>::solveAxeqb & Ab)      {*this=R(); Ab.A->Solve(*this,Ab.b);return *this;}      template<class  A,class B,class C> KN_&  operator =  (const F_KN_<A,B,C>  & u) ;  template<class  A,class B,class C> KN_&  operator +=  (const F_KN_<A,B,C>  & u) ;  template<class  A,class B,class C> KN_&  operator -=  (const F_KN_<A,B,C>  & u) ;  template<class  A,class B,class C> KN_&  operator /=  (const F_KN_<A,B,C>  & u) ;  template<class  A,class B,class C> KN_&  operator *=  (const F_KN_<A,B,C>  & u) ;       //   KN_& operator =(const MatriceCreuseDivKN_<R> &)  ; friend   ostream & operator<< <R>(ostream & f,const KN_<const_R> & v)  ;   KN_(R *u,const ShapeOfArray & s):ShapeOfArray(s),v(u){}  KN_(R *u,long nn,long s):ShapeOfArray(nn,s),v(u){}  KN_(R *u,long nn,long s,long nextt):ShapeOfArray(nn,s,nextt),v(u){}  KN_(R *u,long nn):ShapeOfArray(nn),v(u){}  TKN_<R>  t() ; // transpose  const TKN_<R>  t() const ; // transpose  notKN_<R>  operator!()  ; //  not  const  notKN_<R>  operator!() const ; // not  //  operator KN<R> &();  // operator const KN<R> &() const; private:   KN_&  operator++(){K_throwassert(next>=0);v += next;return *this;} //    ++U  KN_&  operator--(){K_throwassert(next>=0);v -= next;return *this;} //    --U  KN_   operator++(int ){K_throwassert(next>=0); KN_ old=*this;v = v +next;return old;} // U++  KN_   operator--(int ){K_throwassert(next>=0); KN_ old=*this;v = v -next;return old;} // U++   KN_(const KN_<R> & u,long offset) :ShapeOfArray(u),v(&u[offset]){}   KN_(const KN_<R> & u,const ShapeOfArray &sh,long startv=0)         :ShapeOfArray(sh*u.step),v(&u[startv]){}  KN_(const KN_<R> & u,long nnext,const ShapeOfArray &sh,long startv=0)         :ShapeOfArray(sh.n,sh.step*u.step,nnext),v(&u[startv]){ }  // friend class KN_<R>;    friend class KNM_<R>;    friend class KNMK_<R>;    friend class KN<R>;    friend class KNM<R>;    friend class KNMK<R>;     };template<class R>class KNM_: public KN_<R> {  public:  ShapeOfArray shapei;  ShapeOfArray shapej;  public:  long IsVector1() const  {  return (shapei.n*shapej.n) ==  this->n ;}   long N() const {return shapei.n;}  long M() const {return shapej.n;}    long size() const { return shapei.n*shapej.n;}    KNM_(R* u,const ShapeOfArray & s,            const ShapeOfArray & si,            const ShapeOfArray & sj)             : KN_<R>(u,s),shapei(si),shapej(sj){}   KNM_(R* u,long n,long m)             : KN_<R>(u,ShapeOfArray(n*m)),shapei(n,1,n),shapej(m,n,1){}  KNM_(R* u,long n,long m,long s)             : KN_<R>(u,ShapeOfArray(n*m,s)),shapei(n,1,n),shapej(m,n,1){}                       KNM_(KN_<R> u,long n,long m)              : KN_<R>(u,ShapeOfArray(m*n)),shapei(n,1,n),shapej(m,n,1){ }               KNM_(const KN_<R> &u,const ShapeOfArray & si,const ShapeOfArray & sj,long offset=0)              : KN_<R>(&u[offset],si.last()+sj.last()+1,u.step),shapei(si),shapej(sj)              {K_throwassert( offset>=0 && this->n+ (this->v-(R*)u) <= u.n);}  KNM_(const KN_<R> &u,const ShapeOfArray & si,const ShapeOfArray & sj,long offset,long nnext)              : KN_<R>(&u[offset],si.last()+sj.last()+1,u.step,nnext),shapei(si),shapej(sj)              {K_throwassert( offset>=0 && this->n+ (this->v-(R*)u) <= u.n);}    KNM_(KNM_<R> U,const SubArray & si,const SubArray & sj)               :KN_<R>(U,SubArray(U.ij(si.len1(),sj.len1())+1,U.ij(si.start,sj.start))),                     shapei(U.shapei,si),shapej(U.shapej,sj){}   KNM_(KNM_<R> U,const SubArray & sa,const SubArray & si,const SubArray & sj)               :KN_<R>(U,SubArray(sa)),shapei(U.shapei,si),shapej(U.shapej,sj){}   KNM_(const KNM_<R> & u)              :KN_<R>(u),shapei(u.shapei),shapej(u.shapej) {}  KNM_ operator()(const SubArray & sa,const SubArray & sb) const             { return KNM_(*this,sa,sb);} // sub array     long ij(long i,long j) const               { return shapei.index(i)+shapej.index(j);}  long indexij(long i,long j)        const               { return this->index(shapei.index(i)+shapej.index(j));}  R & operator()(long i,long j)     const               { return this->v[indexij(i,j)];}  R & operator()(int i,int j)     const               { return this->v[indexij(i,j)];}                          KN_<R> operator()(const char,long j    )  const   // une colonne j  ('.',j)            { return KN_<R>(&this->v[this->index(shapej.index(j))],shapei*this->step);}   KN_<R> operator()(long i    ,const char)  const   // une ligne i  (i,'.')            { return KN_<R>(&this->v[this->index(shapei.index(i))],shapej*this->step);}    KN_<R> operator()(const char,int j    )  const   // une colonne j  ('.',j)            { return KN_<R>(&this->v[this->index(shapej.index(j))],shapei*this->step);}   KN_<R> operator()(int i    ,const char)  const   // une ligne i  (i,'.')            { return KN_<R>(&this->v[this->index(shapei.index(i))],shapej*this->step);}    KN_<R> operator()(const char,const char)  const   // tous             { return *this;}  KNM_<R> t() const    { return KNM_<R>(this->v,*this,shapej,shapei);} //  before  { return KNM_<R>(*this,shapej,shapei,v);}     KNM_& operator =(const KNM_<const_R> & u) ;   KNM_& operator =(const_R a)               ;   KNM_& operator+=(const_R a)               ;   KNM_& operator-=(const_R a)               ;    KNM_& operator/=(const_R a)               ;   KNM_& operator*=(const_R a)               ;    KNM_& operator+=(const KNM_<const_R> & u) ;   KNM_& operator-=(const KNM_<const_R> & u) ;   KNM_& operator*=(const KNM_<const_R> & u) ;   KNM_& operator/=(const KNM_<const_R> & u) ;      KNM_ &operator =(const outProduct_KN_<R> &);   KNM_ &operator +=(const outProduct_KN_<R> &);   KNM_ &operator -=(const outProduct_KN_<R> &);   KNM_ &operator /=(const outProduct_KN_<R> &); // bofbof   KNM_ &operator *=(const outProduct_KN_<R> &); // bofbofprivate:    KNM_& operator++() {this->v += this->next;return *this;} // ++U  KNM_& operator--() {this->v -= this->next;return *this;} // ++U  KNM_  operator++(int ){KNM_<R> old=*this;this->v = this->v +this->next;return old;} // U++  KNM_  operator--(int ){KNM_<R> old=*this;this->v = this->v -this->next;return old;} // U-- friend class KN_<R>;   // friend class KNM_<R>;    friend class KNMK_<R>;    friend class KN<R>;    friend class KNM<R>;    friend class KNMK<R>;   };template<class T,class I> struct KN_ITAB{  KN_ITAB(const T &vv,const I &iindex) : v(vv),index(iindex) {}  T  v;  I  index;  KN_ITAB & operator=(const T & t);  KN_ITAB & operator+=(const T & t);  KN_ITAB & operator-=(const T & t);  KN_ITAB & operator*=(const T & t);  KN_ITAB & operator/=(const T & t);  typename T::R & operator[](long i){ return v[index[i]];}  const typename T::R &  operator[](long i) const { return v[index[i]];}  long N() const { return index.N();}    };template<class R>  KN_ITAB<const KN_<R>,const KN_<int> >  KN_<R>::operator()(const KN_<int>  &itab) const { return KN_ITAB<const KN_<R>,const KN_<int> > (*this,itab);}template<class R>  KN_ITAB<const KN_<R>,const KN_<long> >  KN_<R>::operator()(const KN_<long>  &itab) const { return KN_ITAB<const KN_<R>,const KN_<long> > (*this,itab);}template<class R>  KN_ITAB< KN_<R>,const KN_<int> >  KN_<R>::operator()(const KN_<int>  &itab) { return KN_ITAB<KN_<R>,const KN_<int> > (*this,itab);}template<class R>  KN_ITAB< KN_<R>,const KN_<long> >  KN_<R>::operator()(const KN_<long>  &itab) { return KN_ITAB<KN_<R>,const KN_<long> > (*this,itab);}template<class R>struct TKN_:public KN_<R> {    TKN_(const KN_<R> &x) : KN_<R>(x) {}};template<class R>struct notKN_:public KN_<R> {    notKN_(const KN_<R> &x) : KN_<R>(x) {}    notnotKN_<R>  operator!()  ; //  not    const  notnotKN_<R>  operator!() const ; // not};template<class R>struct notnotKN_:public KN_<R> {    notnotKN_(const notKN_<R> &x) : KN_<R>(x) {}    notKN_<R>  operator!()  ; //  notnot    const  notKN_<R>  operator!() const ; // notnot};template<class R>TKN_<R>  KN_<R>::t() { return *this;} // transposetemplate<class R>const TKN_<R>  KN_<R>::t() const { return *this;} // transposetemplate<class R>notKN_<R>  KN_<R>::operator!() { return *this;} // nottemplate<class R>const notKN_<R>  KN_<R>::operator!() const { return *this;} // nottemplate<class R>notnotKN_<R>  notKN_<R>::operator!() { return *this;} // nottemplate<class R>const notnotKN_<R>  notKN_<R>::operator!() const { return *this;} // nottemplate<class R>struct outProduct_KN_ {    const KN_<R>  a,b;    R c;    outProduct_KN_(const KN_<R> & aa, const KN_<R> &bb,R cc=(R)1) : a(aa),b(bb),c(cc) {}    outProduct_KN_(const KN_<R> * aa, const KN_<R> &bb,R cc=(R)1) : a(*aa),b(bb),c(cc) {}    outProduct_KN_(const KN_<R> * aa, const KN_<R> *bb,R cc=(R)1) : a(*aa),b(*bb),c(cc) {}    outProduct_KN_(const Mulc_KN_<R> & aa,const KN_<R> & bb) : a(aa.a),b(bb),c(aa.b) {}        outProduct_KN_ operator * (R cc) { return outProduct_KN_(a,b,c*cc);}    };template<class R>struct if_KN_ {    const KN_<R> & a,&b;    R c;    if_KN_(const KN_<R> & aa, const KN_<R> &bb,R cc=1.) : a(aa),b(bb),c(cc) {}    if_KN_ operator * (R cc) { return if_KN_(a,b,c*cc);}    };template<class R>

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