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useless cosmetics hinted by qtcreator
[simgrid.git] / src / kernel / lmm / maxmin.hpp
index a691217..1e3b0d3 100644 (file)
@@ -1,4 +1,4 @@
-/* Copyright (c) 2004-2017. The SimGrid Team. All rights reserved.          */
+/* Copyright (c) 2004-2019. The SimGrid Team. All rights reserved.          */
 
 /* This program is free software; you can redistribute it and/or modify it
  * under the terms of the license (GNU LGPL) which comes with this package. */
@@ -6,13 +6,12 @@
 #ifndef SURF_MAXMIN_HPP
 #define SURF_MAXMIN_HPP
 
-#include "src/internal_config.h"
-#include "src/surf/surf_interface.hpp"
-#include "surf/surf.hpp"
+#include "simgrid/kernel/resource/Action.hpp"
+#include "simgrid/s4u/Link.hpp"
 #include "xbt/asserts.h"
 #include "xbt/mallocator.h"
-#include "xbt/misc.h"
-#include "xbt/swag.h"
+
+#include <boost/intrusive/list.hpp>
 #include <cmath>
 #include <limits>
 #include <vector>
@@ -84,7 +83,7 @@ namespace lmm {
  *
  *     max( var1.weight * var1.value * elem5.value  ,  var3.weight * var3.value * elem6.value ) <= cons3.bound
  *
- * This is usefull for the sharing of resources for various models.
+ * This is useful for the sharing of resources for various models.
  * For instance, for the network model, each link is associated to a constraint and each communication to a variable.
  *
  * Implementation details
@@ -132,33 +131,19 @@ namespace lmm {
 
 /** @{ @ingroup SURF_lmm */
 
-/**
- * @brief Solve the lmm system
- * @param sys The lmm system to solve
- */
-XBT_PUBLIC(void) lmm_solve(lmm_system_t sys);
-
-XBT_PUBLIC(void) lagrange_solve(lmm_system_t sys);
-XBT_PUBLIC(void) bottleneck_solve(lmm_system_t sys);
-
 /** Default functions associated to the chosen protocol. When using the lagrangian approach. */
 
-XBT_PUBLIC(void)
-lmm_set_default_protocol_function(double (*func_f)(lmm_variable_t var, double x),
-                                  double (*func_fp)(lmm_variable_t var, double x),
-                                  double (*func_fpi)(lmm_variable_t var, double x));
+XBT_PUBLIC double func_reno_f(const Variable& var, double x);
+XBT_PUBLIC double func_reno_fp(const Variable& var, double x);
+XBT_PUBLIC double func_reno_fpi(const Variable& var, double x);
 
-XBT_PUBLIC(double) func_reno_f(lmm_variable_t var, double x);
-XBT_PUBLIC(double) func_reno_fp(lmm_variable_t var, double x);
-XBT_PUBLIC(double) func_reno_fpi(lmm_variable_t var, double x);
+XBT_PUBLIC double func_reno2_f(const Variable& var, double x);
+XBT_PUBLIC double func_reno2_fp(const Variable& var, double x);
+XBT_PUBLIC double func_reno2_fpi(const Variable& var, double x);
 
-XBT_PUBLIC(double) func_reno2_f(lmm_variable_t var, double x);
-XBT_PUBLIC(double) func_reno2_fp(lmm_variable_t var, double x);
-XBT_PUBLIC(double) func_reno2_fpi(lmm_variable_t var, double x);
-
-XBT_PUBLIC(double) func_vegas_f(lmm_variable_t var, double x);
-XBT_PUBLIC(double) func_vegas_fp(lmm_variable_t var, double x);
-XBT_PUBLIC(double) func_vegas_fpi(lmm_variable_t var, double x);
+XBT_PUBLIC double func_vegas_f(const Variable& var, double x);
+XBT_PUBLIC double func_vegas_fp(const Variable& var, double x);
+XBT_PUBLIC double func_vegas_fpi(const Variable& var, double x);
 
 /**
  * @brief LMM element
@@ -167,8 +152,7 @@ XBT_PUBLIC(double) func_vegas_fpi(lmm_variable_t var, double x);
  * Then, it is used to list all variables involved in constraint through constraint's xxx_element_set lists, or
  * vice-versa list all constraints for a given variable.
  */
-XBT_PUBLIC_CLASS s_lmm_element_t
-{
+class XBT_PUBLIC Element {
 public:
   int get_concurrency() const;
   void decrease_concurrency();
@@ -178,12 +162,12 @@ public:
   void make_inactive();
 
   /* hookup to constraint */
-  s_xbt_swag_hookup_t enabled_element_set_hookup;
-  s_xbt_swag_hookup_t disabled_element_set_hookup;
-  s_xbt_swag_hookup_t active_element_set_hookup;
+  boost::intrusive::list_member_hook<> enabled_element_set_hook;
+  boost::intrusive::list_member_hook<> disabled_element_set_hook;
+  boost::intrusive::list_member_hook<> active_element_set_hook;
 
-  lmm_constraint_t constraint;
-  lmm_variable_t variable;
+  Constraint* constraint;
+  Variable* variable;
 
   // consumption_weight: impact of 1 byte or flop of your application onto the resource (in byte or flop)
   //   - if CPU, then probably 1.
@@ -191,9 +175,10 @@ public:
   double consumption_weight;
 };
 
-struct s_lmm_constraint_light_t {
+class ConstraintLight {
+public:
   double remaining_over_usage;
-  lmm_constraint_t cnst;
+  Constraint* cnst;
 };
 
 /**
@@ -205,20 +190,19 @@ struct s_lmm_constraint_light_t {
  * \li Active elements which variable's weight is non-zero (i.e. it is enabled) AND its element value is non-zero.
  *     LMM_solve iterates over active elements during resolution, dynamically making them active or unactive.
  */
-XBT_PUBLIC_CLASS s_lmm_constraint_t
-{
+class XBT_PUBLIC Constraint {
 public:
-  s_lmm_constraint_t() = default;
-  s_lmm_constraint_t(void* id_value, double bound_value);
+  Constraint() = delete;
+  Constraint(void* id_value, double bound_value);
 
   /** @brief Unshare a constraint. */
-  void unshare() { sharing_policy = 0; }
+  void unshare() { sharing_policy = s4u::Link::SharingPolicy::FATPIPE; }
 
   /**
    * @brief Check if a constraint is shared (shared by default)
    * @return 1 if shared, 0 otherwise
    */
-  int get_sharing_policy() const { return sharing_policy; }
+  s4u::Link::SharingPolicy get_sharing_policy() const { return sharing_policy; }
 
   /**
    * @brief Get the usage of the constraint after the last lmm solve
@@ -229,7 +213,7 @@ public:
 
   /**
    * @brief Sets the concurrency limit for this constraint
-   * @param concurrency_limit The concurrency limit to use for this constraint
+   * @param limit The concurrency limit to use for this constraint
    */
   void set_concurrency_limit(int limit)
   {
@@ -273,7 +257,7 @@ public:
    * @param elem A element of constraint of the constraint or NULL
    * @return A variable associated to a constraint
    */
-  lmm_variable_t get_variable(const_lmm_element_t* elem) const;
+  Variable* get_variable(const Element** elem) const;
 
   /**
    * @brief Get a var associated to a constraint
@@ -283,7 +267,7 @@ public:
    * @param numelem parameter representing the number of elements to go
    * @return A variable associated to a constraint
    */
-  lmm_variable_t get_variable_safe(const_lmm_element_t* elem, const_lmm_element_t* nextelem, int* numelem) const;
+  Variable* get_variable_safe(const Element** elem, const Element** nextelem, int* numelem) const;
 
   /**
    * @brief Get the data associated to a constraint
@@ -292,13 +276,19 @@ public:
   void* get_id() const { return id; }
 
   /* hookup to system */
-  s_xbt_swag_hookup_t constraint_set_hookup           = {nullptr, nullptr};
-  s_xbt_swag_hookup_t active_constraint_set_hookup    = {nullptr, nullptr};
-  s_xbt_swag_hookup_t modified_constraint_set_hookup  = {nullptr, nullptr};
-  s_xbt_swag_hookup_t saturated_constraint_set_hookup = {nullptr, nullptr};
-  s_xbt_swag_t enabled_element_set;  /* a list of lmm_element_t */
-  s_xbt_swag_t disabled_element_set; /* a list of lmm_element_t */
-  s_xbt_swag_t active_element_set;   /* a list of lmm_element_t */
+  boost::intrusive::list_member_hook<> constraint_set_hook;
+  boost::intrusive::list_member_hook<> active_constraint_set_hook;
+  boost::intrusive::list_member_hook<> modified_constraint_set_hook;
+  boost::intrusive::list_member_hook<> saturated_constraint_set_hook;
+  boost::intrusive::list<Element, boost::intrusive::member_hook<Element, boost::intrusive::list_member_hook<>,
+                                                                &Element::enabled_element_set_hook>>
+      enabled_element_set;
+  boost::intrusive::list<Element, boost::intrusive::member_hook<Element, boost::intrusive::list_member_hook<>,
+                                                                &Element::disabled_element_set_hook>>
+      disabled_element_set;
+  boost::intrusive::list<Element, boost::intrusive::member_hook<Element, boost::intrusive::list_member_hook<>,
+                                                                &Element::active_element_set_hook>>
+      active_element_set;
   double remaining;
   double usage;
   double bound;
@@ -307,11 +297,11 @@ public:
   int concurrency_maximum; /* The maximum number of (enabled and disabled) variables associated to the constraint at any
                             * given time (essentially for tracing)*/
 
-  int sharing_policy; /* see @e_surf_link_sharing_policy_t (0: FATPIPE, 1: SHARED, 2: FULLDUPLEX) */
+  s4u::Link::SharingPolicy sharing_policy;
   int id_int;
   double lambda;
   double new_lambda;
-  lmm_constraint_light_t cnst_light;
+  ConstraintLight* cnst_light;
 
 private:
   static int Global_debug_id;
@@ -326,10 +316,9 @@ private:
  * When something prevents us from enabling a variable, we "stage" the weight that we would have like to set, so that as
  * soon as possible we enable the variable with desired weight
  */
-XBT_PUBLIC_CLASS s_lmm_variable_t
-{
+class XBT_PUBLIC Variable {
 public:
-  void initialize(simgrid::surf::Action * id_value, double sharing_weight_value, double bound_value,
+  void initialize(resource::Action* id_value, double sharing_weight_value, double bound_value,
                   int number_of_constraints, unsigned visited_value);
 
   /**
@@ -346,7 +335,7 @@ public:
 
   /**
    * @brief Set the concurrent share of the variable
-   * @param concurrency_share The new concurrency share
+   * @param value The new concurrency share
    */
   void set_concurrency_share(short int value) { concurrency_share = value; }
 
@@ -355,7 +344,7 @@ public:
    * @param num The rank of constraint we want to get
    * @return The numth constraint
    */
-  lmm_constraint_t get_constraint(unsigned num) const { return num < cnsts.size() ? cnsts[num].constraint : nullptr; }
+  Constraint* get_constraint(unsigned num) const { return num < cnsts.size() ? cnsts[num].constraint : nullptr; }
 
   /**
    * @brief Get the weigth of the numth constraint associated to the variable
@@ -368,13 +357,13 @@ public:
    * @brief Get the number of constraint associated to a variable
    * @return The number of constraint associated to the variable
    */
-  int get_number_of_constraint() const { return cnsts.size(); }
+  size_t get_number_of_constraint() const { return cnsts.size(); }
 
   /**
    * @brief Get the data associated to a variable
    * @return The data associated to the variable
    */
-  simgrid::surf::Action* get_id() const { return id; }
+  resource::Action* get_id() const { return id; }
 
   /**
    * @brief Get the weight of a variable
@@ -391,10 +380,10 @@ public:
   int can_enable() const { return staged_weight > 0 && get_min_concurrency_slack() >= concurrency_share; }
 
   /* hookup to system */
-  s_xbt_swag_hookup_t variable_set_hookup           = {nullptr, nullptr};
-  s_xbt_swag_hookup_t saturated_variable_set_hookup = {nullptr, nullptr};
+  boost::intrusive::list_member_hook<> variable_set_hook;
+  boost::intrusive::list_member_hook<> saturated_variable_set_hook;
 
-  std::vector<s_lmm_element_t> cnsts;
+  std::vector<Element> cnsts;
 
   // sharing_weight: variable's impact on the resource during the sharing
   //   if == 0, the variable is not considered by LMM
@@ -407,50 +396,47 @@ public:
   double bound;
   double value;
   short int concurrency_share; /* The maximum number of elements that variable will add to a constraint */
-  simgrid::surf::Action* id;
+  resource::Action* id;
   int id_int;
-  unsigned visited; /* used by lmm_update_modified_set */
+  unsigned visited; /* used by System::update_modified_set() */
   /* \begin{For Lagrange only} */
   double mu;
   double new_mu;
-  double (*func_f)(s_lmm_variable_t * var, double x);   /* (f)    */
-  double (*func_fp)(s_lmm_variable_t * var, double x);  /* (f')    */
-  double (*func_fpi)(s_lmm_variable_t * var, double x); /* (f')^{-1}    */
   /* \end{For Lagrange only} */
 
 private:
   static int Global_debug_id;
 };
 
-inline void s_lmm_element_t::make_active()
+inline void Element::make_active()
 {
-  xbt_swag_insert_at_head(this, &constraint->active_element_set);
+  constraint->active_element_set.push_front(*this);
 }
-inline void s_lmm_element_t::make_inactive()
+inline void Element::make_inactive()
 {
-  xbt_swag_remove(this, &constraint->active_element_set);
+  if (active_element_set_hook.is_linked())
+    simgrid::xbt::intrusive_erase(constraint->active_element_set, *this);
 }
 
 /**
  * @brief LMM system
  */
-XBT_PUBLIC_CLASS s_lmm_system_t
-{
+class XBT_PUBLIC System {
 public:
   /**
    * @brief Create a new Linear MaxMim system
    * @param selective_update whether we should do lazy updates
    */
-  explicit s_lmm_system_t(bool selective_update);
+  explicit System(bool selective_update);
   /** @brief Free an existing Linear MaxMin system */
-  ~s_lmm_system_t();
+  virtual ~System();
 
   /**
    * @brief Create a new Linear MaxMin constraint
    * @param id Data associated to the constraint (e.g.: a network link)
    * @param bound_value The bound value of the constraint
    */
-  lmm_constraint_t constraint_new(void* id, double bound_value);
+  Constraint* constraint_new(void* id, double bound_value);
 
   /**
    * @brief Create a new Linear MaxMin variable
@@ -459,13 +445,13 @@ public:
    * @param bound The maximum value of the variable (-1.0 if no maximum value)
    * @param number_of_constraints The maximum number of constraint to associate to the variable
    */
-  lmm_variable_t variable_new(simgrid::surf::Action * id, double weight_value, double bound, int number_of_constraints);
+  Variable* variable_new(resource::Action* id, double weight_value, double bound, size_t number_of_constraints);
 
   /**
    * @brief Free a variable
    * @param var The variable to free
    */
-  void variable_free(lmm_variable_t var);
+  void variable_free(Variable * var);
 
   /**
    * @brief Associate a variable to a constraint with a coefficient
@@ -473,7 +459,7 @@ public:
    * @param var A variable
    * @param value The coefficient associated to the variable in the constraint
    */
-  void expand(lmm_constraint_t cnst, lmm_variable_t var, double value);
+  void expand(Constraint * cnst, Variable * var, double value);
 
   /**
    * @brief Add value to the coefficient between a constraint and a variable or create one
@@ -481,66 +467,91 @@ public:
    * @param var A variable
    * @param value The value to add to the coefficient associated to the variable in the constraint
    */
-  void expand_add(lmm_constraint_t cnst, lmm_variable_t var, double value);
+  void expand_add(Constraint * cnst, Variable * var, double value);
 
   /**
    * @brief Update the bound of a variable
    * @param var A constraint
    * @param bound The new bound
    */
-  void update_variable_bound(lmm_variable_t var, double bound);
+  void update_variable_bound(Variable * var, double bound);
 
   /**
    * @brief Update the weight of a variable
    * @param var A variable
    * @param weight The new weight of the variable
    */
-  void update_variable_weight(lmm_variable_t var, double weight);
+  void update_variable_weight(Variable * var, double weight);
 
   /**
    * @brief Update a constraint bound
    * @param cnst A constraint
    * @param bound The new bound of the consrtaint
    */
-  void update_constraint_bound(lmm_constraint_t cnst, double bound);
+  void update_constraint_bound(Constraint * cnst, double bound);
 
   /**
    * @brief [brief description]
    * @param cnst A constraint
    * @return [description]
    */
-  int constraint_used(lmm_constraint_t cnst) { return xbt_swag_belongs(cnst, &active_constraint_set); }
+  int constraint_used(Constraint * cnst) { return cnst->active_constraint_set_hook.is_linked(); }
 
   /** @brief Print the lmm system */
   void print() const;
 
   /** @brief Solve the lmm system */
-  void solve();
+  void lmm_solve();
+
+  /** @brief Solve the lmm system. May be specialized in subclasses. */
+  virtual void solve() { lmm_solve(); }
 
 private:
   static void* variable_mallocator_new_f();
   static void variable_mallocator_free_f(void* var);
 
-  void var_free(lmm_variable_t var);
-  void cnst_free(lmm_constraint_t cnst);
-  lmm_variable_t extract_variable() { return static_cast<lmm_variable_t>(xbt_swag_extract(&variable_set)); }
-  lmm_constraint_t extract_constraint() { return static_cast<lmm_constraint_t>(xbt_swag_extract(&constraint_set)); }
-  void insert_constraint(lmm_constraint_t cnst) { xbt_swag_insert(cnst, &constraint_set); }
-  void remove_variable(lmm_variable_t var)
+  void var_free(Variable * var);
+  void cnst_free(Constraint * cnst);
+  Variable* extract_variable()
+  {
+    if (variable_set.empty())
+      return nullptr;
+    Variable* res = &variable_set.front();
+    variable_set.pop_front();
+    return res;
+  }
+  Constraint* extract_constraint()
+  {
+    if (constraint_set.empty())
+      return nullptr;
+    Constraint* res = &constraint_set.front();
+    constraint_set.pop_front();
+    return res;
+  }
+  void insert_constraint(Constraint * cnst) { constraint_set.push_back(*cnst); }
+  void remove_variable(Variable * var)
+  {
+    if (var->variable_set_hook.is_linked())
+      simgrid::xbt::intrusive_erase(variable_set, *var);
+    if (var->saturated_variable_set_hook.is_linked())
+      simgrid::xbt::intrusive_erase(saturated_variable_set, *var);
+  }
+  void make_constraint_active(Constraint * cnst)
   {
-    xbt_swag_remove(var, &variable_set);
-    xbt_swag_remove(var, &saturated_variable_set);
+    if (not cnst->active_constraint_set_hook.is_linked())
+      active_constraint_set.push_back(*cnst);
   }
-  void make_constraint_active(lmm_constraint_t cnst) { xbt_swag_insert(cnst, &active_constraint_set); }
-  void make_constraint_inactive(lmm_constraint_t cnst)
+  void make_constraint_inactive(Constraint * cnst)
   {
-    xbt_swag_remove(cnst, &active_constraint_set);
-    xbt_swag_remove(cnst, &modified_constraint_set);
+    if (cnst->active_constraint_set_hook.is_linked())
+      simgrid::xbt::intrusive_erase(active_constraint_set, *cnst);
+    if (cnst->modified_constraint_set_hook.is_linked())
+      simgrid::xbt::intrusive_erase(modified_constraint_set, *cnst);
   }
 
-  void enable_var(lmm_variable_t var);
-  void disable_var(lmm_variable_t var);
-  void on_disabled_var(lmm_constraint_t cnstr);
+  void enable_var(Variable * var);
+  void disable_var(Variable * var);
+  void on_disabled_var(Constraint * cnstr);
 
   /**
    * @brief Update the value of element linking the constraint and the variable
@@ -548,38 +559,92 @@ private:
    * @param var A variable
    * @param value The new value
    */
-  void update(lmm_constraint_t cnst, lmm_variable_t var, double value);
+  void update(Constraint * cnst, Variable * var, double value);
 
-  void update_modified_set(lmm_constraint_t cnst);
-  void update_modified_set_rec(lmm_constraint_t cnst);
+  void update_modified_set(Constraint * cnst);
+  void update_modified_set_rec(Constraint * cnst);
 
   /** @brief Remove all constraints of the modified_constraint_set. */
   void remove_all_modified_set();
   void check_concurrency() const;
 
+  template <class CnstList> void lmm_solve(CnstList& cnst_list);
+
 public:
-  bool modified;
-  s_xbt_swag_t variable_set;             /* a list of lmm_variable_t */
-  s_xbt_swag_t active_constraint_set;    /* a list of lmm_constraint_t */
-  s_xbt_swag_t saturated_variable_set;   /* a list of lmm_variable_t */
-  s_xbt_swag_t saturated_constraint_set; /* a list of lmm_constraint_t */
+  bool modified_ = false;
+  boost::intrusive::list<Variable, boost::intrusive::member_hook<Variable, boost::intrusive::list_member_hook<>,
+                                                                 &Variable::variable_set_hook>>
+      variable_set;
+  boost::intrusive::list<Constraint, boost::intrusive::member_hook<Constraint, boost::intrusive::list_member_hook<>,
+                                                                   &Constraint::active_constraint_set_hook>>
+      active_constraint_set;
+  boost::intrusive::list<Variable, boost::intrusive::member_hook<Variable, boost::intrusive::list_member_hook<>,
+                                                                 &Variable::saturated_variable_set_hook>>
+      saturated_variable_set;
+  boost::intrusive::list<Constraint, boost::intrusive::member_hook<Constraint, boost::intrusive::list_member_hook<>,
+                                                                   &Constraint::saturated_constraint_set_hook>>
+      saturated_constraint_set;
+
+  resource::Action::ModifiedSet* modified_set_ = nullptr;
 
-  simgrid::surf::ActionLmmListPtr keep_track;
+private:
+  bool selective_update_active; /* flag to update partially the system only selecting changed portions */
+  unsigned visited_counter_ = 1; /* used by System::update_modified_set() and System::remove_all_modified_set() to
+                                  * cleverly (un-)flag the constraints (more details in these functions) */
+  boost::intrusive::list<Constraint, boost::intrusive::member_hook<Constraint, boost::intrusive::list_member_hook<>,
+                                                                   &Constraint::constraint_set_hook>>
+      constraint_set;
+  boost::intrusive::list<Constraint, boost::intrusive::member_hook<Constraint, boost::intrusive::list_member_hook<>,
+                                                                   &Constraint::modified_constraint_set_hook>>
+      modified_constraint_set;
+  xbt_mallocator_t variable_mallocator_ =
+      xbt_mallocator_new(65536, System::variable_mallocator_new_f, System::variable_mallocator_free_f, nullptr);
+};
 
-  void (*solve_fun)(lmm_system_t self);
+class XBT_PUBLIC FairBottleneck : public System {
+public:
+  explicit FairBottleneck(bool selective_update) : System(selective_update) {}
+  void solve() final { bottleneck_solve(); }
 
 private:
-  bool selective_update_active; /* flag to update partially the system only selecting changed portions */
-  unsigned visited_counter;     /* used by lmm_update_modified_set and lmm_remove_modified_set to cleverly (un-)flag the
-                                 * constraints (more details in these functions) */
-  s_xbt_swag_t constraint_set;  /* a list of lmm_constraint_t */
-  s_xbt_swag_t modified_constraint_set; /* a list of modified lmm_constraint_t */
-  xbt_mallocator_t variable_mallocator;
+  void bottleneck_solve();
+};
+
+class XBT_PUBLIC Lagrange : public System {
+public:
+  explicit Lagrange(bool selective_update) : System(selective_update) {}
+  void solve() final { lagrange_solve(); }
+
+  static void set_default_protocol_function(double (*func_f)(const Variable& var, double x),
+                                            double (*func_fp)(const Variable& var, double x),
+                                            double (*func_fpi)(const Variable& var, double x));
+
+private:
+  void lagrange_solve();
+
+  bool check_feasible(bool warn);
+  double dual_objective();
+
+  static double (*func_f)(const Variable& var, double x);   /* (f)    */
+  static double (*func_fp)(const Variable& var, double x);  /* (f')    */
+  static double (*func_fpi)(const Variable& var, double x); /* (f')^{-1}    */
+
+  /*
+   * Local prototypes to implement the Lagrangian optimization with optimal step, also called dichotomy.
+   */
+  // computes the value of the dichotomy using a initial values, init, with a specific variable or constraint
+  static double dichotomy(double init, double diff(double, const Constraint&), const Constraint& cnst,
+                          double min_error);
+  // computes the value of the differential of constraint cnst applied to lambda
+  static double partial_diff_lambda(double lambda, const Constraint& cnst);
+
+  static double new_value(const Variable& var);
+  static double new_mu(const Variable& var);
 };
 
-extern XBT_PRIVATE double (*func_f_def)(lmm_variable_t, double);
-extern XBT_PRIVATE double (*func_fp_def)(lmm_variable_t, double);
-extern XBT_PRIVATE double (*func_fpi_def)(lmm_variable_t, double);
+XBT_PUBLIC System* make_new_maxmin_system(bool selective_update);
+XBT_PUBLIC System* make_new_fair_bottleneck_system(bool selective_update);
+XBT_PUBLIC System* make_new_lagrange_system(bool selective_update);
 
 /** @} */
 }