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. Kth Elemen Terbesar dalam Strim

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Lepaskan: 2024-08-13 06:53:33
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. Kth Largest Element in a Stream

703. Kth Elemen Terbesar dalam Strim

Kesukaran: Mudah

Topik: Pokok, Reka Bentuk, Pokok Carian Binari, Timbunan (Baris Gilir Keutamaan), Pokok Binari, Strim Data

Reka bentuk kelas untuk mencari elemen terbesar kke dalam strim. Ambil perhatian bahawa ia ialah elemen kth terbesar dalam susunan yang diisih, bukan elemen kth yang berbeza.

Laksanakan kelas KthLargest:

  • KthLarge(int k, int[] nums) Memulakan objek dengan integer k dan strim nombor integer.
  • int add(int val) Menambahkan integer val pada strim dan mengembalikan elemen yang mewakili kth elemen terbesar dalam strim.

Contoh 1:

  • *Input:
  ["KthLargest", "add", "add", "add", "add", "add"]
  [[3, [4, 5, 8, 2]], [3], [5], [10], [9], [4]]
Salin selepas log masuk
  • Output: [null, 4, 5, 5, 8, 8]
  • Penjelasan:
  KthLargest kthLargest = new KthLargest(3, [4, 5, 8, 2]);
  kthLargest.add(3);   // return 4
  kthLargest.add(5);   // return 5
  kthLargest.add(10);  // return 5
  kthLargest.add(9);   // return 8
  kthLargest.add(4);   // return 8
Salin selepas log masuk

Contoh 2:

  • Input:
  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Salin selepas log masuk
  • Output:
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Salin selepas log masuk

Kekangan:

  • 1 <= k <= 104
  • 0 <= nums.length <= 104
  • -104 <= nums[i] <= 104
  • -104 <= val <= 104
  • Maksimum 104 panggilan akan dibuat untuk menambah.
  • Dijamin terdapat sekurang-kurangnya k elemen dalam tatasusunan apabila anda mencari elemen kth.

Penyelesaian:

Kita boleh menggunakan struktur data timbunan min. Berikut ialah panduan langkah demi langkah untuk melaksanakan kelas KthLargest menggunakan PHP:

  1. Struktur Data Timbunan Min: Kami akan mengekalkan timbunan min (baris gilir keutamaan) bersaiz k. Akar timbunan ini akan sentiasa memberi kita unsur ke-k terbesar.

  2. Permulaan: Semasa pemulaan, kami akan menambah elemen k pertama strim pada timbunan min. Untuk sebarang elemen tambahan, kami akan membandingkan setiap elemen baharu dengan elemen terkecil dalam timbunan (akar). Jika elemen baharu lebih besar, kami menggantikan elemen terkecil dengan elemen baharu ini dan melaraskan timbunan untuk mengekalkan saiz k.

  3. Menambah Elemen: Setiap kali elemen ditambahkan pada strim, kami menggunakan proses yang sama untuk membandingkan dan mungkin menggantikan elemen dalam timbunan.

Berikut ialah kod PHP untuk melaksanakan kelas KthLargest: 703. Kth Elemen Terbesar dalam Strim

Penjelasan:

  1. Pembina Kelas:

    • Memulakan timbunan min untuk menjejaki elemen k teratas.
    • Memasukkan setiap elemen daripada tatasusunan nombor awal ke dalam timbunan menggunakan kaedah tambah.
  2. tambah Kaedah:

    • Jika timbunan mengandungi kurang daripada k elemen, nilai baharu hanya dimasukkan.
    • Jika timbunan sudah mengandungi elemen k, bandingkan nilai baharu dengan nilai terkecil (akar) dalam timbunan:
      • Jika nilai baharu lebih besar, keluarkan nilai terkecil dan masukkan nilai baharu.
    • Akhir sekali, kembalikan nilai terkecil dalam timbunan, iaitu elemen ke-k terbesar.

Pendekatan ini memastikan kami menjejaki elemen terbesar ke-k dengan cekap dengan setiap sisipan ke dalam strim, mengekalkan kerumitan O(log k) untuk operasi sisipan disebabkan oleh operasi timbunan.

Pautan Kenalan

Jika anda mendapati siri ini membantu, sila pertimbangkan untuk memberi repositori bintang di GitHub atau berkongsi siaran pada rangkaian sosial kegemaran anda ?. Sokongan anda amat bermakna bagi saya!

Jika anda mahukan kandungan yang lebih berguna seperti ini, sila ikuti saya:

  • LinkedIn
  • GitHub

Atas ialah kandungan terperinci . Kth Elemen Terbesar dalam Strim. Untuk maklumat lanjut, sila ikut artikel berkaitan lain di laman web China PHP!

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