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HTML

              
                <html>
 <head>
   <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/4.0.0-alpha.6/css/bootstrap.min.css" integrity="sha384-rwoIResjU2yc3z8GV/NPeZWAv56rSmLldC3R/AZzGRnGxQQKnKkoFVhFQhNUwEyJ" crossorigin="anonymous">
<script src="https://code.jquery.com/jquery-3.1.1.slim.min.js" integrity="sha384-A7FZj7v+d/sdmMqp/nOQwliLvUsJfDHW+k9Omg/a/EheAdgtzNs3hpfag6Ed950n" crossorigin="anonymous"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/tether/1.4.0/js/tether.min.js" integrity="sha384-DztdAPBWPRXSA/3eYEEUWrWCy7G5KFbe8fFjk5JAIxUYHKkDx6Qin1DkWx51bBrb" crossorigin="anonymous"></script>
<script src="https://maxcdn.bootstrapcdn.com/bootstrap/4.0.0-alpha.6/js/bootstrap.min.js" integrity="sha384-vBWWzlZJ8ea9aCX4pEW3rVHjgjt7zpkNpZk+02D9phzyeVkE+jo0ieGizqPLForn" crossorigin="anonymous"></script>
 </head>
 <body>
   
   <div id = "main">
   </div>
 </body>
</html>
              
            
!

CSS

              
                body {
  padding: 0;
  margin: 0;
  display: -webkit-box;
  display: -ms-flexbox;
  display: flex;
  -webkit-box-pack: center;
  -ms-flex-pack: center;
  justify-content: center;
  -webkit-box-align: center;
  -ms-flex-align: center;
  align-items: center;
  background: white;

}

.form-group{
  
font-size: 32px;  
  
  
}
              
            
!

JS

              
                //Student names, levels, and genders
var studentNames = [
{name:'alexandra',level:10,gender:'f'},
{name:'josie',level:8,gender:'f',exclude:['nora', 'charlotte']},
{name:'laurel',level:8,gender:'f'},
{name:'bob',level:10,gender:'m'},
{name:'justin',level:10,gender:'m'},
{name:'aaron',level:9,gender:'m'},
{name:'frances',level:10,gender:'f'},
{name:'sally',level:10,gender:'f'},
{name:'claire',level:9,gender:'f'},
{name:'carol',level:9,gender:'f'},
{name:'lauren',level:10,gender:'f'},
{name:'nora',level:10,gender:'f'},
{name:'charlotte',level:10,gender:'f'},
 {name:'camille',level:7,gender:'f'},
{name:'ben',level:10,gender:'m'},           
{name:'dan',level:6,gender:'m'},
{name:'harold',level:10,gender:'m'},
{name:'evelyn',level:8,gender:'f'},
{name:'leigh-ann',level:10,gender:'f'},
{name:'melissa',level:8,gender:'f'},  
{name:'brian',level:9,gender:'m'},
{name:'norm',level:8,gender:'m'},  
]




var Student = function(student) {

        this.name = student.name || '';
        this.level = student.level || 1;
        this.exclude = student.exclude||[];
        this.gender = student.gender;
};

Student.prototype.valueOf = function(){

return this.name;

}


var Group = function(students){

    var names = [];
    students.forEach(function(s){
      names.push(s.name);

    })
    this.names = names;

    this.students = students;

    this.minLevel = function(){

      var minLevel = 9999;
      students.forEach(function(s){
        if (s.level<minLevel){
          minLevel = s.level;
        }

      })
      return minLevel;

    }();
    this.maxLevel = function(){

      var maxLevel = -1111;
      students.forEach(function(s){
        if (s.level>maxLevel){
          maxLevel = s.level;
        }

      })
      return maxLevel;

    }();

    this.hasConflict = function(){

      var hasConflict = false;

      students.forEach(function(s){

          if(_.intersection(names,s.exclude).length!=0){

            hasConflict = true;
              }

      })

      return hasConflict;

    }()
  
  this.metrics = function(){
  //Here is where I define many of the metrics used to evaluate the groups 
    var groupMetrics={};
    
      var minLevel = 9999;
      students.forEach(function(s){
        if (s.level<minLevel){
          minLevel = s.level;
        }

      })
      groupMetrics.minLevel=minLevel;
    
      var maxLevel = -1111;
      students.forEach(function(s){
        if (s.level>maxLevel){
          maxLevel = s.level;
        }

      })
       groupMetrics.maxLevel=maxLevel;
    
    var total = 0;
      students.forEach(function(s){
        total+=s.level;
        
      })
      
      groupMetrics.mean = (total/students.length)
    
    
     var total = 0;
      
      students.forEach(function(s){
      
        total+=Math.abs(s.level-groupMetrics.mean);
                       
      })
    
      groupMetrics.spread = total/students.length;
    
      
    
      groupMetrics.numM = _.filter(students,function(s){ return (s.gender=='m'); }).length;
      groupMetrics.numF = _.filter(students,function(s){ return (s.gender== 'f'); }).length;
    
      groupMetrics.genderBalance = 1 - Math.abs((groupMetrics.numM-groupMetrics.numF)/(groupMetrics.numM+groupMetrics.numF));
    
  
    
    
      return groupMetrics;
    
    
  }()
  
    

}

var Grouping = function(students,sizes){
  this.students = students;
  this.sizes = sizes;
 var groups = [];
var total=0;
sizes.forEach(function(s,n){
total+=s*(n+1);  
   
})  
if(total!=students.length){
  
 console.log("Size mismatch") 
}

  else{
    
  
  var studentsCopy = students.slice();
 
  sizes.forEach(function(s,n){
    if(s!=0){
    for(var i=0;i<s;i++){
     
        
      
      var newGroup = new Group(studentsCopy.splice(0,n+1));
       //console.log(newGroup)
      groups.push(newGroup);
      studentsCopy.slice(0,n+1); 
        
      }
  }
      
    
 
  })
                
 this.groups = groups;   
 this.score = function(){
 var score = 0;
 groups.forEach(function(g){
 
 score += (2*g.metrics.spread - g.metrics.genderBalance +(g.hasConflict?-100:0));
   
   
 }) 
   
   return score;
   
 }()
    
  

}
};

Grouping.prototype.variant = function(){
  
 var currStudents = this.students.slice(); 
 var a = Math.floor(Math.random()*currStudents.length);
 var b = Math.floor(Math.random()*currStudents.length);
 var temp = currStudents[b];
 currStudents[b]=currStudents[a];
 currStudents[a]=temp;
 return new Grouping(currStudents,this.sizes);
  
}

  



var groups = []

for(var i = 0;i<50;i++){
var students = [];
var studentNames = _.shuffle(studentNames);
studentNames.forEach(function(s){

students.push(new Student(s));

});
  
//This is where I define the numbers of each group size. 0 single students, 0 pairs, 6 triples, 1 quad.  
var grouping = new Grouping(students,[0,0,6,1])
groups.push(grouping);
}

groups = groups.sort(function(a,b){
return b.score-a.score;
  
})


var generations = 10;
var spawnSize = 5;
for(var j = 0;j<generations;j++){
groups = groups.slice(0,10);
groups.forEach(function(g){
  for(var k = 0;k<spawnSize;k++){
    groups.push(g.variant());  
    
  }

  
})


groups = groups.sort(function(a,b){
return b.score-a.score;
  
})


//console.log(groups[0]);
  
}




var App = new React.createClass({
  
render: function(){

var groupComponents = [];
  
  

  
return (

<div className = "container">
 <div> 
<GroupingElement groups = {groups[0].groups}/>
  </div>
  <div>

  </div>
  
  </div>

)  
  
  
  
}  
  
  
  
})

var NamesInput = new React.createClass({

  render: function(){
  
  return (
  <div className="form-group">
    <label for="inputNames">Group Member Names</label><br/>
    <input type="text" className="form-control" id = "inputNames" ref = "inputNames"  placeholder="Enter names here..."/>
      <button type="button" className="btn btn-outline-primary btn-lg" ref = "inputNames" >Next</button>
    <hr/>
  </div>
    
  
  
  )
  
}
  
  
  
})


var SetParametersMain = new React.createClass({
  
  
 render:function(){
   
   var studentElements = [];
    var studentObjects =  studentNames.map(function(s,n){
    var randomGender = (Math.random()>=0.5?"m":"f")
      
      return (
     <div className = "col-md-4"> 
      <StudentProfile name = {s.name} index = {n} gender = {s.gender} level = {s.level}/>
      </div>
        )
      
    })
   
   return (
   
   <div className = "row">
       {studentObjects}
   </div>
   
   
   )
   
 }
  
  
  
})

var StudentProfile = new React.createClass({
  
  
 render: function(){
   var isMale = (this.props.gender=='m')?"btn-primary":"";
    var isFemale = (this.props.gender!='m')?"btn-primary":"";
    var femaleString = "btn "+ isFemale+ " btn-sm"; 
   var maleString = "btn "+ isMale+ " btn-sm"
  return ( 
   <div>
  <div className="card" style={{width: "20rem",margin:"5px"}}>
 
  <div className="card-block">
    
    <h4 className="card-title">
      <div>
      <span className="badge badge-pill badge-default"> #{this.props.index+1}</span> {this.props.name}
      </div>
    </h4>
    <p className="card-text">
    <ul>
      <li>Level: <input type = "number" min = "1" value={this.props.level}/></li>  
      <li>Gender: <button type="button" className={femaleString} width = {{width:"20%"}}>Female</button>
<button type="button" className={maleString} width = {{width:"20%"}}> Male</button></li>  
    </ul>
    
    
    </p> </div>
</div> 
   </div>
   )
      
 } 
  
  
  
});

var GroupingElement = new React.createClass({
  
render: function(){
  
var groupList = this.props.groups.map(function(g,n){
  
 return (
 <div className = "col-sm-4">  
   <GroupElement names = {g.names} index = {n+1}/>
 </div>
 ) 
  
  
})
 
return (<div className = "row">
  
  {groupList}
  
  
  </div>)  
  
  
}  
  
  
  
})

var GroupElement = React.createClass({
  
render:function(){

  
  var nameElements = this.props.names.map(function(s){
    
    return (<li className="list-group-item"><h3>{s}</h3></li>)
    
  })
  
return (

<div className="card" style = {{margin:"10px"}}>
 
  <div className="card-block card-header">
    <h4 className="card-title ">Group #{this.props.index}</h4>
    
  </div>
  <ul className="list-group list-group-flush">
    
    {nameElements}
    
  </ul>
  
</div>


)  
  
  
}  
  
  
})
      
      

  ReactDOM.render(<App names = {studentNames}/>,document.getElementById("main"))
  
  
              
            
!
999px

Console