Created
May 4, 2018 14:50
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this javascript example about tree traversal with use recursion and simple cycle while
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// ========== data | |
const data = [{ | |
"value":49, | |
"childs":[ | |
{"value":54, "childs":[ | |
{"value":25, "childs":[{"value":5, "childs":[]},{"value":5, "childs":[]}]}, | |
{"value":15, "childs":[{"value":25, "childs":[]},{"value":125, "childs":[]},{"value":625, "childs":[]},{"value":55, "childs":[]}]}, | |
{"value":35, "childs":[{"value":25, "childs":[]}]} | |
]}, | |
{"value":55, "childs":[{"value":85, "childs":[]},{"value":45, "childs":[]},{"value":25, "childs":[]}]}, | |
{"value":75, "childs":[{"value":95, "childs":[]},{"value":65, "childs":[]}]} | |
] | |
}]; | |
//const data = require('./data.json'); | |
// ========== | |
// breadth-first search with use recursion | |
function recur_walker(tree, min) { | |
if(tree.value < min.value) { | |
min = tree; | |
} | |
if (tree.childs != null) { | |
for (let i = 0; i < tree.childs.length; ++i) { | |
min = recur_walker(tree.childs[i], min); | |
} | |
} | |
return min; | |
} | |
// breadth-first search with use while | |
function breadth_walker(tree) { | |
let history = []; | |
let current = {}; | |
let min = tree[0]; | |
while(tree.length > 0) { | |
current = tree.shift(); | |
if(current.value < min.value) min = current; | |
if(current.childs != null) { | |
for(let i = 0; i < current.childs.length; ++i) { | |
tree.push(current.childs[i]); | |
} | |
} | |
} | |
return min; | |
} | |
function get_node(tree, history) { | |
let adress = 'tree[0]'; | |
for(let i = 0; i < history.length; ++i){ | |
adress = adress+'.childs['+history[i].toString()+']'; | |
} | |
return eval(adress); | |
} | |
//depth first search with use while | |
function depth_walker(tree) { | |
const history = [0]; | |
let current = tree[0]; | |
let min = current; | |
while(history.length > 0) { | |
if(current === undefined){ | |
history.pop(); | |
history[history.length-1]++; | |
current = get_node(tree, history); | |
continue; | |
} else { | |
if(current.value < min.value) { | |
min = current; | |
} | |
} | |
if(current.childs.length > 0) { | |
history.push(0); | |
current = get_node(tree, history); | |
continue; | |
} | |
if(current.childs == null || current.childs.length < 1) { | |
history[history.length-1]++; | |
current = get_node(tree, history); | |
continue; | |
} | |
} | |
return min; | |
} | |
console.assert( | |
JSON.stringify(recur_walker(data[0], data[0])) === | |
JSON.stringify(depth_walker(data)), 'results not the same' | |
) | |
// ========== | |
console.time('recur_walker'); | |
console.log(recur_walker(data[0], data[0])); | |
console.timeEnd('recur_walker'); | |
// ========== | |
console.time('depth_walker'); | |
console.log(depth_walker(data)); | |
console.timeEnd('depth_walker'); | |
// ========== | |
console.time('breadth_walker'); | |
console.log(breadth_walker(data)); | |
console.timeEnd('breadth_walker'); |
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